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`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + searchstring = escapeRegExp(querystring); + let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + combineWith: "AND", + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! +const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), +]; +const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; +const worker_blob = new Blob([worker_str], { type: "text/javascript" }); +const worker = new Worker(URL.createObjectURL(worker_blob)); + +/////// SEARCH MAIN /////// + +// Whether the worker is currently handling a search. This is a boolean +// as the worker only ever handles 1 or 0 searches at a time. +var worker_is_running = false; + +// The last search text that was sent to the worker. This is used to determine +// if the worker should be launched again when it reports back results. +var last_search_text = ""; + +// The results of the last search. This, in combination with the state of the filters +// in the DOM, is used compute the results to display on calls to update_search. +var unfiltered_results = []; + +// Which filter is currently selected +var selected_filter = ""; + +$(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } +}); + +function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); +} + +worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); +}; + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); +}); + +/** + * Make/Update the search component + */ +function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } +} + +/** + * Make the modal filter html + * + * @returns string + */ +function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+ `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/v3.5.1/assets/infrastructuremodels_ecosystem.png b/v3.5.1/assets/infrastructuremodels_ecosystem.png new file mode 100644 index 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kbd.button.is-inverted{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-dark.is-inverted[disabled],html.theme--catppuccin-frappe .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-loading::after,html.theme--catppuccin-frappe .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe 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html.theme--catppuccin-frappe .content kbd.button.is-outlined{background-color:transparent;border-color:#414559;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #414559 #414559 !important}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-primary,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:hover,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-frappe .button.is-primary.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:focus,html.theme--catppuccin-frappe 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!important}html.theme--catppuccin-frappe .button.is-info.is-outlined{background-color:transparent;border-color:#81c8be;color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-outlined:hover,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-info.is-outlined:focus,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-focused{background-color:#81c8be;border-color:#81c8be;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #81c8be #81c8be !important}html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) 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.button.is-success{background-color:#a6d189;border-color:#a6d189;box-shadow:none}html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-focused{background-color:#a6d189;border-color:#a6d189;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe 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.button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe 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.button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-frappe .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-frappe .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-frappe .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-frappe .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-frappe .content blockquote{background-color:#292c3c;border-left:5px solid #626880;padding:1.25em 1.5em}html.theme--catppuccin-frappe .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-frappe .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-frappe .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-frappe .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-frappe .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-frappe .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-frappe .content ul ul ul{list-style-type:square}html.theme--catppuccin-frappe .content dd{margin-left:2em}html.theme--catppuccin-frappe .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-frappe .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-frappe .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-frappe .content figure img{display:inline-block}html.theme--catppuccin-frappe .content figure figcaption{font-style:italic}html.theme--catppuccin-frappe .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-frappe .content sup,html.theme--catppuccin-frappe .content sub{font-size:75%}html.theme--catppuccin-frappe .content table{width:100%}html.theme--catppuccin-frappe .content table td,html.theme--catppuccin-frappe .content table th{border:1px solid #626880;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-frappe .content table th{color:#b0bef1}html.theme--catppuccin-frappe .content table th:not([align]){text-align:inherit}html.theme--catppuccin-frappe .content table thead td,html.theme--catppuccin-frappe .content table thead th{border-width:0 0 2px;color:#b0bef1}html.theme--catppuccin-frappe .content table tfoot td,html.theme--catppuccin-frappe .content table tfoot th{border-width:2px 0 0;color:#b0bef1}html.theme--catppuccin-frappe .content table tbody tr:last-child td,html.theme--catppuccin-frappe .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-frappe .content .tabs li+li{margin-top:0}html.theme--catppuccin-frappe .content.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-frappe .content.is-normal{font-size:1rem}html.theme--catppuccin-frappe .content.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .content.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-frappe .icon.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-frappe .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-frappe .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-frappe .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-frappe .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-frappe .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-frappe .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-frappe div.icon-text{display:flex}html.theme--catppuccin-frappe .image,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-frappe .image img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-frappe .image img.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-frappe .image.is-fullwidth,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-frappe .image.is-square img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-frappe .image.is-square .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-frappe .image.is-1by1 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--catppuccin-frappe .image.is-1by1 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--catppuccin-frappe .image.is-5by4 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--catppuccin-frappe .image.is-5by4 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-5by4 .has-ratio,html.theme--catppuccin-frappe .image.is-4by3 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-4by3 img,html.theme--catppuccin-frappe .image.is-4by3 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-4by3 .has-ratio,html.theme--catppuccin-frappe .image.is-3by2 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by2 img,html.theme--catppuccin-frappe .image.is-3by2 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by2 .has-ratio,html.theme--catppuccin-frappe .image.is-5by3 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-frappe .image.is-5by3 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-frappe .image.is-16by9 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-frappe .image.is-16by9 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-frappe .image.is-2by1 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-frappe .image.is-2by1 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-frappe .image.is-3by1 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-frappe .image.is-3by1 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by1 .has-ratio,html.theme--catppuccin-frappe .image.is-4by5 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-4by5 img,html.theme--catppuccin-frappe .image.is-4by5 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-4by5 .has-ratio,html.theme--catppuccin-frappe .image.is-3by4 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by4 img,html.theme--catppuccin-frappe .image.is-3by4 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by4 .has-ratio,html.theme--catppuccin-frappe .image.is-2by3 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-2by3 img,html.theme--catppuccin-frappe .image.is-2by3 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-2by3 .has-ratio,html.theme--catppuccin-frappe .image.is-3by5 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-frappe .image.is-3by5 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-frappe .image.is-9by16 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-frappe .image.is-9by16 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-frappe .image.is-1by2 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-frappe .image.is-1by2 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-frappe .image.is-1by3 img,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-frappe .image.is-1by3 .has-ratio,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-frappe .image.is-square,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-frappe .image.is-1by1,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-frappe .image.is-5by4,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-frappe .image.is-4by3,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-frappe 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.docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--catppuccin-frappe .image.is-2by3,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--catppuccin-frappe .image.is-3by5,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--catppuccin-frappe .image.is-9by16,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-9by16{padding-top:177.7777%}html.theme--catppuccin-frappe .image.is-1by2,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by2{padding-top:200%}html.theme--catppuccin-frappe .image.is-1by3,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-1by3{padding-top:300%}html.theme--catppuccin-frappe .image.is-16x16,html.theme--catppuccin-frappe #documenter .docs-sidebar .docs-logo>img.is-16x16{height:16px;width:16px}html.theme--catppuccin-frappe .image.is-24x24,html.theme--catppuccin-frappe #documenter 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.button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte 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.button.is-link.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-link.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#1e66f5}html.theme--catppuccin-latte .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-link.is-outlined{background-color:transparent;border-color:#1e66f5;color:#1e66f5}html.theme--catppuccin-latte .button.is-link.is-outlined:hover,html.theme--catppuccin-latte .button.is-link.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-link.is-outlined:focus,html.theme--catppuccin-latte .button.is-link.is-outlined.is-focused{background-color:#1e66f5;border-color:#1e66f5;color:#fff}html.theme--catppuccin-latte .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #1e66f5 #1e66f5 !important}html.theme--catppuccin-latte .button.is-link.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-link.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-link.is-outlined{background-color:transparent;border-color:#1e66f5;box-shadow:none;color:#1e66f5}html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1e66f5}html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #1e66f5 #1e66f5 !important}html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-link.is-light{background-color:#ebf2fe;color:#0a52e1}html.theme--catppuccin-latte .button.is-link.is-light:hover,html.theme--catppuccin-latte .button.is-link.is-light.is-hovered{background-color:#dfe9fe;border-color:transparent;color:#0a52e1}html.theme--catppuccin-latte .button.is-link.is-light:active,html.theme--catppuccin-latte .button.is-link.is-light.is-active{background-color:#d3e1fd;border-color:transparent;color:#0a52e1}html.theme--catppuccin-latte .button.is-info{background-color:#179299;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-info:hover,html.theme--catppuccin-latte .button.is-info.is-hovered{background-color:#15878e;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-info:focus,html.theme--catppuccin-latte .button.is-info.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-info:focus:not(:active),html.theme--catppuccin-latte .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(23,146,153,0.25)}html.theme--catppuccin-latte .button.is-info:active,html.theme--catppuccin-latte .button.is-info.is-active{background-color:#147d83;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-info{background-color:#179299;border-color:#179299;box-shadow:none}html.theme--catppuccin-latte .button.is-info.is-inverted{background-color:#fff;color:#179299}html.theme--catppuccin-latte .button.is-info.is-inverted:hover,html.theme--catppuccin-latte .button.is-info.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-info.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#179299}html.theme--catppuccin-latte .button.is-info.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-info.is-outlined{background-color:transparent;border-color:#179299;color:#179299}html.theme--catppuccin-latte .button.is-info.is-outlined:hover,html.theme--catppuccin-latte .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-info.is-outlined:focus,html.theme--catppuccin-latte .button.is-info.is-outlined.is-focused{background-color:#179299;border-color:#179299;color:#fff}html.theme--catppuccin-latte .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #179299 #179299 !important}html.theme--catppuccin-latte .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-info.is-outlined{background-color:transparent;border-color:#179299;box-shadow:none;color:#179299}html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-focused{background-color:#fff;color:#179299}html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #179299 #179299 !important}html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-info.is-light{background-color:#edfcfc;color:#1cb2ba}html.theme--catppuccin-latte .button.is-info.is-light:hover,html.theme--catppuccin-latte .button.is-info.is-light.is-hovered{background-color:#e2f9fb;border-color:transparent;color:#1cb2ba}html.theme--catppuccin-latte .button.is-info.is-light:active,html.theme--catppuccin-latte .button.is-info.is-light.is-active{background-color:#d7f7f9;border-color:transparent;color:#1cb2ba}html.theme--catppuccin-latte .button.is-success{background-color:#40a02b;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-success:hover,html.theme--catppuccin-latte .button.is-success.is-hovered{background-color:#3c9628;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-success:focus,html.theme--catppuccin-latte .button.is-success.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-success:focus:not(:active),html.theme--catppuccin-latte .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(64,160,43,0.25)}html.theme--catppuccin-latte .button.is-success:active,html.theme--catppuccin-latte .button.is-success.is-active{background-color:#388c26;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success{background-color:#40a02b;border-color:#40a02b;box-shadow:none}html.theme--catppuccin-latte .button.is-success.is-inverted{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-outlined.is-focused{background-color:#40a02b;border-color:#40a02b;color:#fff}html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte .content ul:not(:last-child),html.theme--catppuccin-latte .content blockquote:not(:last-child),html.theme--catppuccin-latte .content pre:not(:last-child),html.theme--catppuccin-latte .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-latte .content h1,html.theme--catppuccin-latte .content h2,html.theme--catppuccin-latte .content h3,html.theme--catppuccin-latte .content h4,html.theme--catppuccin-latte .content h5,html.theme--catppuccin-latte .content h6{color:#4c4f69;font-weight:600;line-height:1.125}html.theme--catppuccin-latte .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-latte .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-latte .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-latte .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-latte .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-latte .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-latte .content ul ul ul{list-style-type:square}html.theme--catppuccin-latte .content dd{margin-left:2em}html.theme--catppuccin-latte .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-latte .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-latte .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-latte .content figure img{display:inline-block}html.theme--catppuccin-latte .content figure figcaption{font-style:italic}html.theme--catppuccin-latte .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-latte .content sup,html.theme--catppuccin-latte .content sub{font-size:75%}html.theme--catppuccin-latte .content table{width:100%}html.theme--catppuccin-latte .content table td,html.theme--catppuccin-latte .content table th{border:1px solid #acb0be;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-latte .content table th{color:#41445a}html.theme--catppuccin-latte .content table th:not([align]){text-align:inherit}html.theme--catppuccin-latte .content table thead td,html.theme--catppuccin-latte .content table thead th{border-width:0 0 2px;color:#41445a}html.theme--catppuccin-latte .content table tfoot td,html.theme--catppuccin-latte .content table tfoot th{border-width:2px 0 0;color:#41445a}html.theme--catppuccin-latte .content table tbody tr:last-child td,html.theme--catppuccin-latte .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-latte .content .tabs li+li{margin-top:0}html.theme--catppuccin-latte .content.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-latte .content.is-normal{font-size:1rem}html.theme--catppuccin-latte .content.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .content.is-large{font-size:1.5rem}html.theme--catppuccin-latte .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-latte .icon.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-latte .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-latte .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-latte .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-latte .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-latte .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-latte .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-latte div.icon-text{display:flex}html.theme--catppuccin-latte .image,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-latte .image img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-latte .image img.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-latte .image.is-fullwidth,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-latte .image.is-square img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-latte .image.is-square .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-latte .image.is-1by1 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--catppuccin-latte .image.is-1by1 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--catppuccin-latte .image.is-5by4 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--catppuccin-latte .image.is-5by4 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by4 .has-ratio,html.theme--catppuccin-latte .image.is-4by3 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-4by3 img,html.theme--catppuccin-latte .image.is-4by3 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-4by3 .has-ratio,html.theme--catppuccin-latte .image.is-3by2 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by2 img,html.theme--catppuccin-latte .image.is-3by2 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by2 .has-ratio,html.theme--catppuccin-latte .image.is-5by3 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-latte .image.is-5by3 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-latte .image.is-16by9 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-latte .image.is-16by9 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-latte .image.is-2by1 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-latte .image.is-2by1 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-latte .image.is-3by1 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-latte .image.is-3by1 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by1 .has-ratio,html.theme--catppuccin-latte .image.is-4by5 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-4by5 img,html.theme--catppuccin-latte .image.is-4by5 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-4by5 .has-ratio,html.theme--catppuccin-latte .image.is-3by4 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by4 img,html.theme--catppuccin-latte .image.is-3by4 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by4 .has-ratio,html.theme--catppuccin-latte .image.is-2by3 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-2by3 img,html.theme--catppuccin-latte .image.is-2by3 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-2by3 .has-ratio,html.theme--catppuccin-latte .image.is-3by5 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-latte .image.is-3by5 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-latte .image.is-9by16 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-latte .image.is-9by16 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-latte .image.is-1by2 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-latte .image.is-1by2 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-latte .image.is-1by3 img,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-latte .image.is-1by3 .has-ratio,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-latte .image.is-square,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-latte .image.is-1by1,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-latte .image.is-5by4,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-latte .image.is-4by3,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-latte .image.is-3by2,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--catppuccin-latte .image.is-5by3,html.theme--catppuccin-latte #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--catppuccin-latte .image.is-16by9,html.theme--catppuccin-latte #documenter 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.control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select 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.icon:only-child,html.theme--catppuccin-latte .navbar-link .icon:only-child{margin-left:-0.25rem;margin-right:-0.25rem}html.theme--catppuccin-latte a.navbar-item,html.theme--catppuccin-latte .navbar-link{cursor:pointer}html.theme--catppuccin-latte a.navbar-item:focus,html.theme--catppuccin-latte a.navbar-item:focus-within,html.theme--catppuccin-latte a.navbar-item:hover,html.theme--catppuccin-latte a.navbar-item.is-active,html.theme--catppuccin-latte .navbar-link:focus,html.theme--catppuccin-latte .navbar-link:focus-within,html.theme--catppuccin-latte .navbar-link:hover,html.theme--catppuccin-latte .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#1e66f5}html.theme--catppuccin-latte .navbar-item{flex-grow:0;flex-shrink:0}html.theme--catppuccin-latte .navbar-item img{max-height:1.75rem}html.theme--catppuccin-latte .navbar-item.has-dropdown{padding:0}html.theme--catppuccin-latte .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .navbar-item.is-tab{border-bottom:1px solid transparent;min-height:4rem;padding-bottom:calc(0.5rem - 1px)}html.theme--catppuccin-latte .navbar-item.is-tab:focus,html.theme--catppuccin-latte .navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#1e66f5}html.theme--catppuccin-latte .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#1e66f5;border-bottom-style:solid;border-bottom-width:3px;color:#1e66f5;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-latte .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-latte .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-latte .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-latte .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-latte .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-latte .navbar>.container{display:block}html.theme--catppuccin-latte .navbar-brand .navbar-item,html.theme--catppuccin-latte .navbar-tabs .navbar-item{align-items:center;display:flex}html.theme--catppuccin-latte .navbar-link::after{display:none}html.theme--catppuccin-latte .navbar-menu{background-color:#1e66f5;box-shadow:0 8px 16px rgba(10,10,10,0.1);padding:0.5rem 0}html.theme--catppuccin-latte .navbar-menu.is-active{display:block}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch,html.theme--catppuccin-latte .navbar.is-fixed-top-touch{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch{bottom:0}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-latte 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a.navbar-item{padding-right:3rem}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:focus,html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#8c8fa1}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#1e66f5}.navbar.is-spaced html.theme--catppuccin-latte .navbar-dropdown,html.theme--catppuccin-latte .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-latte .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-latte .navbar-divider{display:block}html.theme--catppuccin-latte .navbar>.container .navbar-brand,html.theme--catppuccin-latte .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-latte .navbar>.container .navbar-menu,html.theme--catppuccin-latte .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop,html.theme--catppuccin-latte .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop{bottom:0}html.theme--catppuccin-latte .navbar.is-fixed-bottom-desktop.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-latte .navbar.is-fixed-top-desktop{top:0}html.theme--catppuccin-latte html.has-navbar-fixed-top-desktop,html.theme--catppuccin-latte body.has-navbar-fixed-top-desktop{padding-top:4rem}html.theme--catppuccin-latte html.has-navbar-fixed-bottom-desktop,html.theme--catppuccin-latte body.has-navbar-fixed-bottom-desktop{padding-bottom:4rem}html.theme--catppuccin-latte html.has-spaced-navbar-fixed-top,html.theme--catppuccin-latte body.has-spaced-navbar-fixed-top{padding-top:6rem}html.theme--catppuccin-latte html.has-spaced-navbar-fixed-bottom,html.theme--catppuccin-latte body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-latte a.navbar-item.is-active,html.theme--catppuccin-latte .navbar-link.is-active{color:#1e66f5}html.theme--catppuccin-latte a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-latte .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-latte .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-latte .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-latte .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-latte .pagination.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-latte .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-latte .pagination.is-rounded .pagination-previous,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-latte .pagination.is-rounded .pagination-next,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-latte .pagination.is-rounded .pagination-link,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-latte .pagination,html.theme--catppuccin-latte 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.button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-macchiato .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-macchiato .button.is-black.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-macchiato .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-macchiato .button.is-black.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-black.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light:hover,html.theme--catppuccin-macchiato .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light:focus,html.theme--catppuccin-macchiato .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light:focus:not(:active),html.theme--catppuccin-macchiato .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-macchiato .button.is-light:active,html.theme--catppuccin-macchiato .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-macchiato .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-macchiato .button.is-light.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-macchiato .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-macchiato .button.is-light.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-light.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-macchiato .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato 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.content kbd.button{background-color:#363a4f;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-dark:hover,html.theme--catppuccin-macchiato .content kbd.button:hover,html.theme--catppuccin-macchiato .button.is-dark.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-hovered{background-color:#313447;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-dark:focus,html.theme--catppuccin-macchiato .content kbd.button:focus,html.theme--catppuccin-macchiato .button.is-dark.is-focused,html.theme--catppuccin-macchiato .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-dark:focus:not(:active),html.theme--catppuccin-macchiato .content kbd.button:focus:not(:active),html.theme--catppuccin-macchiato .button.is-dark.is-focused:not(:active),html.theme--catppuccin-macchiato .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(54,58,79,0.25)}html.theme--catppuccin-macchiato .button.is-dark:active,html.theme--catppuccin-macchiato .content kbd.button:active,html.theme--catppuccin-macchiato .button.is-dark.is-active,html.theme--catppuccin-macchiato .content kbd.button.is-active{background-color:#2c2f40;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-dark[disabled],html.theme--catppuccin-macchiato .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-dark,fieldset[disabled] html.theme--catppuccin-macchiato .content kbd.button{background-color:#363a4f;border-color:#363a4f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-dark.is-inverted,html.theme--catppuccin-macchiato .content kbd.button.is-inverted{background-color:#fff;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted:hover,html.theme--catppuccin-macchiato 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kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-dark.is-outlined[disabled],html.theme--catppuccin-macchiato .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-macchiato .content kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #363a4f #363a4f !important}html.theme--catppuccin-macchiato 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.button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-focused{background-color:#ed8796;border-color:#ed8796;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-macchiato .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-macchiato .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-macchiato .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-macchiato .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-macchiato .buttons.has-addons .button:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-macchiato .buttons.has-addons .button:focus,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-focused,html.theme--catppuccin-macchiato .buttons.has-addons .button:active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-macchiato .buttons.has-addons .button:focus:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button:active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-macchiato .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-macchiato .buttons.is-centered{justify-content:center}html.theme--catppuccin-macchiato .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-macchiato .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-macchiato .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-macchiato .button.is-responsive,html.theme--catppuccin-macchiato .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-macchiato .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-macchiato 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.button.is-white.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-white.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-focused{background-color:#0a0a0a;color:#fff}html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-black:hover,html.theme--catppuccin-mocha .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-black:focus,html.theme--catppuccin-mocha .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-black:focus:not(:active),html.theme--catppuccin-mocha .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--catppuccin-mocha .button.is-black:active,html.theme--catppuccin-mocha .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-mocha .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black.is-inverted:hover,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black.is-outlined:hover,html.theme--catppuccin-mocha .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-black.is-outlined:focus,html.theme--catppuccin-mocha .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-mocha .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-mocha .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light:hover,html.theme--catppuccin-mocha .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light:focus,html.theme--catppuccin-mocha .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light:focus:not(:active),html.theme--catppuccin-mocha .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-mocha .button.is-light:active,html.theme--catppuccin-mocha .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-mocha .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-mocha .button.is-light.is-inverted:hover,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-mocha .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-mocha .button.is-light.is-outlined:hover,html.theme--catppuccin-mocha .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-light.is-outlined:focus,html.theme--catppuccin-mocha .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-mocha .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-dark,html.theme--catppuccin-mocha .content kbd.button{background-color:#313244;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-dark:hover,html.theme--catppuccin-mocha .content kbd.button:hover,html.theme--catppuccin-mocha .button.is-dark.is-hovered,html.theme--catppuccin-mocha .content kbd.button.is-hovered{background-color:#2c2d3d;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-dark:focus,html.theme--catppuccin-mocha .content kbd.button:focus,html.theme--catppuccin-mocha .button.is-dark.is-focused,html.theme--catppuccin-mocha .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-dark:focus:not(:active),html.theme--catppuccin-mocha .content kbd.button:focus:not(:active),html.theme--catppuccin-mocha .button.is-dark.is-focused:not(:active),html.theme--catppuccin-mocha .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(49,50,68,0.25)}html.theme--catppuccin-mocha .button.is-dark:active,html.theme--catppuccin-mocha .content kbd.button:active,html.theme--catppuccin-mocha .button.is-dark.is-active,html.theme--catppuccin-mocha .content kbd.button.is-active{background-color:#262735;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-dark[disabled],html.theme--catppuccin-mocha .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button{background-color:#313244;border-color:#313244;box-shadow:none}html.theme--catppuccin-mocha .button.is-dark.is-inverted,html.theme--catppuccin-mocha .content kbd.button.is-inverted{background-color:#fff;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted:hover,html.theme--catppuccin-mocha .content kbd.button.is-inverted:hover,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-dark.is-inverted[disabled],html.theme--catppuccin-mocha .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-loading::after,html.theme--catppuccin-mocha .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-dark.is-outlined,html.theme--catppuccin-mocha .content kbd.button.is-outlined{background-color:transparent;border-color:#313244;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-outlined:hover,html.theme--catppuccin-mocha .content kbd.button.is-outlined:hover,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-dark.is-outlined:focus,html.theme--catppuccin-mocha .content kbd.button.is-outlined:focus,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-focused{background-color:#313244;border-color:#313244;color:#fff}html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #313244 #313244 !important}html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-dark.is-outlined[disabled],html.theme--catppuccin-mocha .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button.is-outlined{background-color:transparent;border-color:#313244;box-shadow:none;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #313244 #313244 !important}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-primary,html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink{background-color:#89b4fa;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-primary:hover,html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-mocha .button.is-primary.is-hovered,html.theme--catppuccin-mocha .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#7dacf9;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-primary:focus,html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink:focus,html.theme--catppuccin-mocha .button.is-primary.is-focused,html.theme--catppuccin-mocha .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-primary:focus:not(:active),html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--catppuccin-mocha .button.is-primary.is-focused:not(:active),html.theme--catppuccin-mocha .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(137,180,250,0.25)}html.theme--catppuccin-mocha .button.is-primary:active,html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink:active,html.theme--catppuccin-mocha .button.is-primary.is-active,html.theme--catppuccin-mocha .docstring>section>a.button.is-active.docs-sourcelink{background-color:#71a4f9;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-primary[disabled],html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-primary,fieldset[disabled] html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink{background-color:#89b4fa;border-color:#89b4fa;box-shadow:none}html.theme--catppuccin-mocha .button.is-primary.is-inverted,html.theme--catppuccin-mocha .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#89b4fa}html.theme--catppuccin-mocha .button.is-primary.is-inverted:hover,html.theme--catppuccin-mocha .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--catppuccin-mocha .button.is-primary.is-inverted.is-hovered,html.theme--catppuccin-mocha .docstring>section>a.button.is-inverted.is-hovered.docs-sourcelink{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-primary.is-inverted[disabled],html.theme--catppuccin-mocha .docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-primary.is-inverted,fieldset[disabled] html.theme--catppuccin-mocha .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#89b4fa}html.theme--catppuccin-mocha .button.is-primary.is-loading::after,html.theme--catppuccin-mocha .docstring>section>a.button.is-loading.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-primary.is-outlined,html.theme--catppuccin-mocha 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha 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!important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content 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kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--documenter-dark 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark 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.navbar-link .icon:only-child{margin-left:-0.25rem;margin-right:-0.25rem}html.theme--documenter-dark a.navbar-item,html.theme--documenter-dark .navbar-link{cursor:pointer}html.theme--documenter-dark a.navbar-item:focus,html.theme--documenter-dark a.navbar-item:focus-within,html.theme--documenter-dark a.navbar-item:hover,html.theme--documenter-dark a.navbar-item.is-active,html.theme--documenter-dark .navbar-link:focus,html.theme--documenter-dark .navbar-link:focus-within,html.theme--documenter-dark .navbar-link:hover,html.theme--documenter-dark .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#1abc9c}html.theme--documenter-dark .navbar-item{flex-grow:0;flex-shrink:0}html.theme--documenter-dark .navbar-item img{max-height:1.75rem}html.theme--documenter-dark .navbar-item.has-dropdown{padding:0}html.theme--documenter-dark .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .navbar-item.is-tab{border-bottom:1px solid 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body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--documenter-dark a.navbar-item.is-active,html.theme--documenter-dark .navbar-link.is-active{color:#1abc9c}html.theme--documenter-dark a.navbar-item.is-active:not(:focus):not(:hover),html.theme--documenter-dark .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--documenter-dark .navbar-item.has-dropdown:focus .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown:hover .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--documenter-dark .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--documenter-dark .pagination{font-size:1rem;margin:-.25rem}html.theme--documenter-dark .pagination.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--documenter-dark 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Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/v3.5.1/developer/contributing.html b/v3.5.1/developer/contributing.html new file mode 100644 index 00000000..1e3188bd --- /dev/null +++ b/v3.5.1/developer/contributing.html @@ -0,0 +1,2 @@ + +Contributing Guide · PowerModelsONM

GitHub

Pull Requests

All pull requests should be reviewed by a core developer, and may include a review by a subject matter expert if the area of the PR is outside that of one of the core developers. In that case, the core developers will primarily review style and design, rather than substance.

Every PR to PowerModelsONM should strive to meet the following guidelines.

PR Title

  • Should be concise and clear, describing in a phrase the content of the PR
  • Should include a prefix that describes the primary type of the PR
    • ADD: feature addition
    • FIX: bugfix
    • REF: refactor
    • UPD: updates to code for e.g. version bumps of dependencies
    • STY: style changes, no changes to function names, added features, etc.
    • DOC: documentation-only additions/changes
    • RM: dead code removal

PR Body

  • If the change is breaking, it should be clearly stated up front
  • The purpose of this PR should be clearly stated right away
  • Major changes / additions to the code should be summarized. In the case where a refactor was performed, the name changes of public functions should be documented in the body of the PR
  • Any associated Issues should be referenced in the body of the PR, and it is accepted/encouraged to use Closes #XX to automatically close Issues after the PR is merged

PR Code

  • An entry should be added to CHANGELOG.md for every PR
  • Documentation should be updated (See Documentation section above for guidelines)
  • Unit tests should be added. In the case where existing unit tests were altered, an explanation for the change must be included
  • Code should be rebased to the latest version of whatever branch the PR is aimed at (no merge conflicts!)

Versions

PowerModelsONM follows the Semantic Versioning (SemVer) convention of Major.minor.patch, where Major indicates breaking changes, minor indicates non-breaking feature additions, and patch indicates non-breaking bugfixes.

Currently, because Major==0, minor indicates breaking changes and patch indicates any non-breaking change, including both feature additions and bugfixes. Once PowerModelsONM reaches v1.0.0, we will adhere strictly to the SemVer convention.

Branch Management

The main branch is a protected branch, meaning that its history will always be contiguous and can never be overwritten.

Release candidate branches of the format vM.m.0-rc are also protected branches. These branches will contain only breaking changes and will not be merged into the main branch until a new version is ready to be tagged. Pull requests including breaking changes should be directed into the next release candidate branch available, e.g. if the current version of the package is v0.9.0, the next release candidate branch will be v0.10.0-rc.

Pull requests that include only non-breaking changes can be merged directly into the main branch once approved, and in the case of merge conflicts arising for release candidate branches, the -rc branch will need to be updated to include the latest main branch.

Pull requests will generally be merged using squash and merge into the branch they are aimed at, with the exception of release candidate branches, which generally be merged using rebase and merge into the main branch.

diff --git a/v3.5.1/developer/roadmap.html b/v3.5.1/developer/roadmap.html new file mode 100644 index 00000000..201bbbc0 --- /dev/null +++ b/v3.5.1/developer/roadmap.html @@ -0,0 +1,2 @@ + +Roadmap · PowerModelsONM
GitHub

PowerModelsONM Roadmap

This is a working document that contains an ongoing list of upcoming features and bug fixes that are anticipated to be added into PowerModelsONM

Desired Features

This section contains a list of desired upcoming features, in no particular order:

  • SOC relaxation for MLD
  • User-friendly settings solve fidelity settings
  • MINLP MLD examples
  • Integration of protection optimizer
  • Individually controllable / continuously sheddable loads
diff --git a/v3.5.1/developer/style.html b/v3.5.1/developer/style.html new file mode 100644 index 00000000..fc795d51 --- /dev/null +++ b/v3.5.1/developer/style.html @@ -0,0 +1,4 @@ + +Style Guide · PowerModelsONM
GitHub

Style Conventions

In general, the following conventions should be adhered to when making changes or additions to the code base. These conventions should include any conventions applied across the InfrastructureModels ecosystem specific to power engineering (i.e conventions from InfrastructureModels, PowerModels, PowerModelsRestoration, etc.) with some additions specific to PowerModelsONM.

Functions

Function additions should meeting the following criteria:

  • All functions should be clearly named, without abbreviations, and with underscores between words, e.g. parse_file or constraint_bus_voltage_magnitude; in Python this is known as lower_case_with_underscores. The exception to the abbreviate rule is cases where abbreviations would be expected in the modeling of power systems.
  • All functions that are not prepended by an underscore _ will be exported by default (i.e. when a user uses using PowerModelsONM). Public functions should have a detailed docstring instructing on usage
  • All functions that modify data in place should end with an exclamation point ! and the function input that is being modified should be the first argument (or first arguments in the case where multiple inputs are being modified in place). The exceptions to this rule are constraint and variable creation functions (i.e. those functions related to JuMP model creation), which do not include the exclaimation point
  • All function arguments, including keyword arguments, should have their types specified.
  • Private functions, i.e. those intended to be for internal use only, should follow the same descriptive naming conventions as functions exported by default, and should always include docstrings to describe their purpose.
  • Functions should be separated by two blank lines
"this function demonstrates how an internal, in-place data altering function should be defined"
+function _concise_descriptive_name!(data::Dict{String,<:Any}, a::Real, b::Vector{<:Real}, c::Matrix{<:Complex}; d::Bool=false, e::Vector{Function}=Function[])
+end

Types & Enums

When specifying types, i.e. when specifying the type of a function argument, or creating enums, these guidelines are recommended:

  • Prefer to use Vector{T} instead of Array{T,1}
  • Prefer to use Matrix{T} instead of Array{T,2}
  • Enums should only be used in the ENGINEERING data model, never the MATHEMATICAL data model
  • Enums must be added to the JSON parser when introduced

Constants

Whenever possible, const should be used to eliminate unnecesary re-evaluations of code, and every const should have a docstring, whether internal or public.

JuMP Variables and Constraints

For functions that create JuMP variables and constraints in particular, we follow the following naming convention as originally adopted by PowerModels:

<jump macro id>(_<phase variant>)_<comp short name>_<quantity name>(_real|_imaginary|_magnitude|_angle|_factor)(_fr|_to)(_sqr)(_on_off)

in the interest of intuitive names for users, the following special cases are also acceptable,

  • _power_real -(can be replaced with)-> _active
  • _power_imaginary -(can be replaced with)-> _reactive

In the case of PowerModelsONM, there are additional tags indicating that a function is a multiconductor variant, three-phase specific, etc.:

  • mc multi-conductor, with an explicit neutral (which is the last conductor by convention?)
  • mp multi-phase, for constraints that have no (explicit) neutral and multiple phases
  • 3p three-phase, when a constraint is hard-coded for three phases

Currently, all phase-aware functions use mc, but this is subject to change in the future as we refactor. If the function is not multiphase specific, these are not needed in the function name.

Formulation Styles

  • All new formulations should have clear error messages when they do not support existing components. For example, if a formulation addition which is intended to work with OPF does not support delta-wye transformers, the constraint_mc_transformer_power_dy
  • Formulation abstract type and mutable struct must be specified in CapitalizedWords, which is a subtype of camelCase with the first word also capitalized.

Problem Specification Styles

  • If a new problem specification is only needed due to the requirements of a new formulation, and is not a new type of problem, e.g. another OPF formulation, a build_ function with the same name as the existing formulation should be created that accepts a specific PowerModel (multiple dispatch)
  • If a new problem specification is a new type of problem that will e.g. accept multiple formulations, new build_ and run_ functions should be created that do not collide with existing problem specification functions

Metaprogramming

In general, it is better to avoid metaprogramming patterns, like creating functions algorithmically, in order to aid in the debugging of code. Metaprogramming can create significant challenges in interpreting stacktraces upon errors.

Markdown

Markdown files should be properly formatted, particularly when including tables. Developers are encouraged to use markdownlint and a markdown formatter (such as in VSCode).

File Structure

It is important that new functions, variables, constraints, etc. all go into appropriate places in the code base so that future maintenance and debugging is easier. Pay attention to the current file structure and attempt to conform as best as possible to it. In general

  • src/app contains the main ONM workflow, for uses in binaries, docker images, etc.
  • src/cli contains the runtime arguments for the command line
  • src/core contains the core logic of the package, including variable creation and constraint templates, i.e. things that are agnostic to the formulation
  • src/data_model contains all of the logic to transform between the ENGINEERING and MATHEMATICAL data models and model creation helper tools
  • src/form contains formulation specific variable and constraint functions, organized under separate files for different formulations
  • src/io contains all of the tools to parse and save files, in particular all of the logic necessary to parse dss files and output json files
  • src/prob contains all problem specifications
  • src/stats contains all statistical analysis functions
  • docs/src contains all source markdown files for the documentation
  • examples contains Pluto.jl notebooks with walkthroughs of PowerModelsONM for new users
  • schemas contains JSON Schemas for supported I/O file formats

Dependencies (Project.toml)

All new dependencies should be carefully considered before being added. It is important to keep the number of external dependencies low to avoid reliance on features that may not be maintained in the future. If possible, Julia Standard Library should be used, particularly in the case where reproducing the desired feature is trivial. There will be cases where it is not simple to duplicate a feature and subsequently maintain it within the package, so adding a dependency would be appropriate in such cases.

All new dependencies are are ultimately approved should also include an entry under [compat] indicating the acceptable versions (Julia automerge requirement). This includes test-only dependencies that appear under [extras]

The Manifest.toml should not be included in the repo.

diff --git a/v3.5.1/index.html b/v3.5.1/index.html new file mode 100644 index 00000000..912e1a36 --- /dev/null +++ b/v3.5.1/index.html @@ -0,0 +1,2 @@ + +Introduction · PowerModelsONM
GitHub

PowerModelsONM.jl

What is PowerModelsONM?

PowerModelsONM.jl is a Julia/JuMP-based library for optimizing the operations of networked microgrids under contingencies, in particular unbalanced (i.e., multiconductor) power distribution networks.

Resources for Getting Started

Read the Installation Guide

Read the Quickstart Guide

Read the introductory tutorial Introduction to PowerModelsONM

How the documentation is structured

The following is a high-level overview of how our documetation is structured. There are three primary sections:

  • The Manual contains detailed documentation for certain aspects of PowerModelsONM, such as

  • Tutorials contains working examples of how to use PowerModelsONM. Start here if you are new to PowerModelsONM.

  • The API Reference contains a complete list of the functions you can use in PowerModelsONM. Look here if you want to know how to use a particular function.

PowerModelsONM Analyses Packages

PowerModelsONM depends on several other PowerModels(...) packages from the InfrastructureModels ecosystem. The packages in blue below are created and maintained by the core InfrastructureModels developer team, and the other packages are those that are built as extensions or rely on one of the core InfrastructureModels packages in some way.

InfrastructureModels Ecosystem

PowerModelsDistribution

PowerModelsDistribution.jl is a Julia/JuMP-based package for modeling unbalanced (i.e., multiconductor) power networks. This is the primary modeling framework utilized in PowerModelsONM, and contains the primary logic for optimization and parsing of network data.

PowerModelsProtection

PowerModelsProtection.jl is a Julia/JuMP-based package for performing fault studies on both transmission (via extentions to PowerModels.jl) and distribution (via extensions to PowerModelsDistribution.jl). In the future, the goal is to include optimal protection coordination formulations and constraints for optimal switching problems.

PowerModelsONM utilizes PowerModelsProtection to perform fault analysis after optimizing the switch configurations and dispatch by using an unbalanced IVR formuation.

PowerModelsStability

PowerModelsStability.jl is a Julia/JuMP-based package for performing small signal stability analysis on distribution data sets (via extensions to PowerModelsDistribution.jl). Currently the capabilities of this tool are somewhat limited, as they are under active research and development; this capability is completely novel in this context. PowerModelsONM uses PowerModelsStability to report whether the resulting network configurations are small signal stable at each timestep.

License

This code is provided under a BSD license as part of the Multi-Infrastructure Control and Optimization Toolkit (MICOT) project, LA-CC-13-108.

diff --git a/v3.5.1/installation.html b/v3.5.1/installation.html new file mode 100644 index 00000000..c723b19e --- /dev/null +++ b/v3.5.1/installation.html @@ -0,0 +1,6 @@ + +Installation Guide · PowerModelsONM
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Installation Guide

From Julia, PowerModelsONM is installed using the built-in package manager:

]add PowerModelsONM

or equivalently,

import Pkg
+Pkg.add("PowerModelsONM")

Developer Installation

To install PowerModelsONM as a developer,

import Pkg
+Pkg.develop(Pkg.PackageSpec(; name="PowerModelsONM", url="https://github.com/lanl-ansi/PowerModelsONM.jl"))

From the command-line, outside Julia, one could download the repository, either via Github.com, or using git, i.e.,

git clone https://github.com/lanl-ansi/PowerModelsONM.jl.git
+git checkout tags/v1.0.0

Then to install PowerModelsONM and its required packages

julia --project="path/to/PowerModelsONM" -e 'using Pkg; Pkg.instantiate(); Pkg.precompile();'

Gurobi Configuration

To use Gurobi, a Gurobi binary in required on your system, as well as ENV variables defining where the Gurobi binary is, and where your Gurobi license file is, e.g., for Gurobi 9.10 on MacOS,

export GRB_LICENSE_FILE="$HOME/.gurobi/gurobi.lic"
+export GUROBI_HOME="/Library/gurobi910/mac64"

BEFORE importing PowerModelsONM with using PowerModelsONM, you must import Gurobi.

diff --git a/v3.5.1/manual/graphml_export.html b/v3.5.1/manual/graphml_export.html new file mode 100644 index 00000000..7c322842 --- /dev/null +++ b/v3.5.1/manual/graphml_export.html @@ -0,0 +1,8 @@ + +Exporting with GraphML · PowerModelsONM
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GraphML Export

In PowerModelsONM we include a capability to export a network data structure as a graph, either nested, i.e., consisting of subgraphs of load blocks or unnested in the GraphML format, which is an XML format.

We also include in the examples/data folder a suggested "Configuration" for use in the yEd Properties Manager. This configuration was used to construct the examples below.

Unnested Graph

To export an unnested graph

import PowerModelsONM as ONM
+onm_path = joinpath(dirname(pathof(ONM)), "../examples/data")
+eng = ONM.PMD.parse_file(joinpath(onm_path, "network.ieee13.dss"))
+save_graphml("unnested_ieee13.graphml", eng; type="unnested")

Below is what this exported graphml looks like after being loaded in yEd, the ONM recommended properaties applied, and the Orthogonal - Classic layout applied.

Unnested IEEE13 Graph

Nested Graph

To export an nested graph

import PowerModelsONM as ONM
+onm_path = joinpath(dirname(pathof(ONM)), "../examples/data")
+eng = ONM.PMD.parse_file(joinpath(onm_path, "network.ieee13.dss"))
+save_graphml("nested_ieee13.graphml", eng; type="nested")

Below is what this exported graphml looks like after being loaded in yEd, the ONM recommended properaties applied, and the Orthogonal - Classic layout applied.

Nested IEEE13 Graph

diff --git a/v3.5.1/manual/mld_model.html b/v3.5.1/manual/mld_model.html new file mode 100644 index 00000000..353e41c7 --- /dev/null +++ b/v3.5.1/manual/mld_model.html @@ -0,0 +1,35 @@ + +Optimal Switch / Load shed Mathematical Model · PowerModelsONM
GitHub

Optimal Load Shed Mathematical Model

The following contains the mathematical model for the optimal switching / load shed problem as implemented in PowerModelsONM.

For more information about notation see the optimal dispatch documentation, or PowerModelsDistribution AC OPF documentation.

MLD Variables

\[\begin{align} +\mbox{variables: } & \nonumber \\ +& z^v_i \in \{0,1\}\ \ \forall i \in N \mbox{ - bus voltage on/off variable} \\ +& z^g_i \in \{0,1\}\ \ \forall i \in G \mbox{ - generator on/off variable} \\ +& z^b_i \in \{0,1\}\ \ \forall i \in B\mbox{ - storage on/off variable} \\ +& z^d_i \in \{0,1\}\ \ \forall i \in L \mbox{ - load on/off variable} \\ +& z^s_i \in \{0,1\}\ \ \forall i \in H \mbox{ - shunt on/off variable} \\ +& z^{sw}_i \in \{0,1\}\ \ \forall i \in S \mbox{ - switch open/closed variable} +\end{align}\]

MLD Objective

\[\begin{align} +\mbox{minimize: } & \nonumber \\ +& \sum_{\substack{i\in N,c\in C}}{10 \left (1-z^v_i \right )} + \nonumber \\ +& \sum_{\substack{i\in L,c\in C}}{10 \omega_{i,c}\left |\Re{\left (S^d_i\right )}\right |\left ( 1-z^d_i \right ) } + \nonumber \\ +& \sum_{\substack{i\in H,c\in C}}{\left | \Re{\left (S^s_i \right )}\right | \left (1-z^s_i \right ) } + \nonumber \\ +& \sum_{\substack{i\in G,c\in C}}{\Delta^g_i } + \nonumber \\ +& \sum_{\substack{i\in B,c\in C}}{\Delta^b_i} + \nonumber \\ +& \sum_{\substack{i\in S}}{\Delta^{sw}_i} +\end{align}\]

where

\[\begin{align} +\Delta^g_i &>= \left [\Re{\left (S^g_{i}(0) \right )} - \Re{\left (S^g_i \right )} \right ] \\ +\Delta^g_i &>= -\left [\Re{\left (S^g_{i}(0) \right )} - \Re{\left (S^g_i \right )} \right ] \\ +\Delta^b_i &>= \left [\Re{\left (S^b_{i}(0) \right )} - \Re{\left (S^b_i \right )} \right ] \\ +\Delta^b_i &>= -\left [\Re{\left (S^b_{i}(0) \right )} - \Re{\left (S^b_i \right )} \right ] +\end{align}\]

MLD Constraints

\[\begin{align} +\mbox{subject to: } & \nonumber \\ +& z^v_i v^l_{i,c} \leq \left | V_{i,c} \right | \leq z_i^v v^u_{i,c}\ \ \forall i \in N,\forall c \in C \\ +& z^g_i S^{gl}_{i,c} \leq S^g_{i,c} \leq z^g_i S^{gu}_{i,c}\ \ \forall i \in G,\forall c \in C \\ +& \sum_{\substack{k\in G_i,c\in C}} S^g_{k,c} - \sum_{\substack{k\in L_i,c\in C}} z^d_k S^d_{k,c}- \sum_{\substack{k\in H_i,c\in C}} z^s_k Y^s_{k,c}&& \left | V_{i,c} \right |^2 = \nonumber \\ +& \sum_{\substack{(i,j)\in E_i\cup E_i^R,c\in C}} S_{ij,c}\ \forall i \in N \\ +& z^{sw}_i \leq z^d_b\ \forall i \in S,\forall b \in L \\ +& z^{sw}_i \geq 0\ \forall i \in S \\ +& S^{sw}_i \leq S^{swu} z^{sw}_i\ \forall i \in S \\ +& S^{sw}_i \geq -S^{swu} z^{sw}_i\ \forall i \in S \\ +& V^{fr}_{i,c} - V^{to}_{i,c} \leq v^u_{i,c} \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C \\ +& V^{fr}_{i,c} - V^{to}_{i,c} \geq -v^u_{i,c} \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C +\end{align}\]

diff --git a/v3.5.1/manual/onm_workflow.html b/v3.5.1/manual/onm_workflow.html new file mode 100644 index 00000000..1a8aed9c --- /dev/null +++ b/v3.5.1/manual/onm_workflow.html @@ -0,0 +1,2 @@ + +The ONM Workflow · PowerModelsONM
GitHub

ONM Workflow

ONM Workflow Diagram

PowerModelsONM is designed to have a straightforward workflow for optimizing the operation and recovering of distribution feeders under contingencies.

In particular, the workflow consists of the following steps (see diagram above):

  1. Data processing and preparation
  2. Solving an optimal switching (osw) / load shed (mld) problem
  3. Solving an optimal dispatch (opf) problem using the optimal configurations
  4. Statistical analysis of the combined solution

In this document we outline essentials about each of these steps, but for full exploration of the practicalities, read the Introduction to PowerModelsONM Tutorial

Data processing

At a minimum, PowerModelsONM requires a network file, in DSS format, with timeseries data (e.g., LoadShapes). Without timeseries data, the ONM switching algorithm can still be utilized, but the Optimal Dispatch algorithm will error. For an example of an appropriate network definition, see our modified IEEE13 feeder.

There are several other supplementary files that can be included as well, of which the events data is the most important. This file defines the contingency, by either explicitly defining the switching actions, or by applying a fault to a particular asset (i.e., a line).

Another useful file is the network settings data, which is used to define extra information about the network, not related to the timeseries, which cannot be expressed in the DSS format, such as bus voltage magnitude bounds, cold load pickup factors, voltage angle difference bounds, microgrid definitions, etc.

Finally, there are the two inputs for Stability Analysis and Fault Analysis, performed post optimization. For stability analysis, inverters data is required for the analysis to produce meaningful results (see, PowerModelsStability documentation), but for fault analysis, although you can specify faults ahead of time via fault data, it is not necessary because if no faults are specified, a set of faults for analysis will be automatically generated. It should be noted however that a large number of faults will be generated automatically, which could incur serious time penalties in the completion of the algorithm. For more information, see PowerModelsProtection documentation.

Optimal Switching Problem (MLD)

The optimal switching algorithm in ONM is an extension of the single-network MLD problem contained in PowerModelsDistribution, that takes into consideration certain engineering realities of distribution feeders.

First, it should be noted that because loads are most typically not individually controllable in distribution feeders, with a few notable exceptions, loads must largely be shed by isolating a load block with switching actions. A load block is defined as a block of buses which can be fully isolated from the grid by opening one or more operable switches.

To accomodate this reality, we can extended PowerModelsDistribution by adding the ability to assign single load status variables to a collection of loads (i.e., by block), and adding constraints that isolate blocks of load that are desired to be shed to maintain operability of the rest of the grid.

Second, the optimal switching problem currently uses the LinDist3Flow model (PowerModelsDistribution.LPUBFDiagModel), which is a quadratic approximation, due to the presence of mixed integers.

Finally, the optimial switching problem currently solves sequentially, rather than globally over the entire multinetwork, which means switch configurations and storage energies are manually updated after each timestep is solved.

The mathematical formulation can be found here.

Optimal Dispatch (OPF)

Because the optimal switching is performed with a) a linear approximation, and b) sequentially, it is necessary to run a subsequent optimal dispatch solve on the resulting optimal configuration to ensure solution feasibility and accuracy.

This nonlinear AC OPF problem is a simple extension of the AC-OPF problem contained in PowerModelsDistribution, a truncated version of which is reproduced here.

Statistics

After the optimizations have completed, ONM collects essential statistics for our default output specification. These include:

  • a device action timeline, which contains an ordered list of the switch settings and loads shed at each timestep,
  • a list of switch changes, i.e., switches whose state has changed from the previous timestep,
  • microgrid statistics, including
    • minimum, mean, maximum voltages in per-unit representation at each timestep,
    • state of charge of all energy storage at each timestep,
    • details of load served in percent, i.e., how much load is supported by the feeder (substation/grid), how much by microgrids, and how much extra load are the microgrids supporting,
    • details of the sources of generation in kW, i.e., how much power is coming from the grid, solar, energy storage, or traditional deisel generation, and
  • generation dispatch setpoints, both real and reactive.

If small signal stability analysis is performed, an ordered list of whether the configuration at each timestep is small signal stable is available.

Finally, if fault analysis is performed, an ordered list of fault analysis results at each timestep is given, which includes,

  • the fault susceptance / conductance,
  • both the unbalanced and symmetric (sequence) fault currents at each protection device, and
  • the voltage magnitude at each protection device.

Full details of what is included in the output can be found in the schema files.

diff --git a/v3.5.1/manual/opf_model.html b/v3.5.1/manual/opf_model.html new file mode 100644 index 00000000..03f2c78a --- /dev/null +++ b/v3.5.1/manual/opf_model.html @@ -0,0 +1,36 @@ + +Optimal Dispatch Mathematical Model · PowerModelsONM
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Optimal Dispatch Mathematical model

Reproduced in part from PowerModelsDistribution AC-OPF Documentation.

The following represents the nonlinear AC optimization problem specification utilized for the optimize_dispatch algorithm contained within PowerModelsONM.

Sets

The definitions of the sets involved remain unchanged w.r.t. the balanced OPF problem definition, except for the addition of the conductor set:

\[\begin{align} +\mbox{sets:} & \nonumber \\ +& N \mbox{ - buses}\nonumber \\ +& R \mbox{ - references buses}\nonumber \\ +& E, E^R \mbox{ - branches, forward and reverse orientation} \nonumber \\ +& G, G_i \mbox{ - generators and generators at bus $i$} \nonumber \\ +& L, L_i \mbox{ - loads and loads at bus $i$} \nonumber \\ +& S, S_i \mbox{ - shunts and shunts at bus $i$} \nonumber \\ +& C \mbox{ - conductors} \nonumber \\ +\end{align}\]

where the set of conductors $C$ typically equals $\{ a,b,c\}$.

Data

\[\begin{align} +\mbox{data:} & \nonumber \\ +& S^{gl}_{k,c}, S^{gu}_{k,c} \in \mathbb{C} \;\; \forall k \in G, \forall c \in C \nonumber; \mathbf{S}^{gl}_{k}:= [S^{gl}_{k,c}]_{c \in C}, \mathbf{S}^{gu}_{k} := [S^{gu}_{k,c}]_{c \in C} \\ +& c_{2k}, c_{1k}, c_{0k} \in \mathbb{R} \;\; \forall k \in G \nonumber \\ +& v^l_{i,c}, v^u_{i,c} \in \mathbb{R} \;\; \forall i \in N, \forall c \in C \nonumber; \mathbf{v}^l_{i} := [v^l_{i,c}]_{c \in C}, \mathbf{v}^u_{i} := [v^u_{i,c}]_{c \in C} \\ +& S^d_{k,c}\in \mathbb{C} \;\; \forall k \in L, \forall c \in C \nonumber; \mathbf{S}^d_{k} := [S^d_{k,c}]_{c \in C} \\ +& \mathbf{Y}^s_{k}\in \mathbb{C}^{c\times c} \;\; \forall k \in S \nonumber \\ +& \mathbf{Y}_{ij}, \mathbf{Y}^c_{ij}, \mathbf{Y}^c_{ji}\in \mathbb{C}^{c\times c} \;\; \forall (i,j) \in E \nonumber \\ +& {s^u}_{ij,c}, \theta^{\Delta l}_{ij,c}, \theta^{\Delta u}_{ij,c} \in \mathbb{R}\;\; \forall (i,j) \in E, \forall c \in C \nonumber, {\mathbf{s}^u}_{ij} := [{s^u}_{ij,c}]_{c \in C} \\ +& V^{\text{ref}}_{i,c} \in \mathbb{C} \;\; \forall r \in R; \mathbf{V}^{\text{ref}}_{i} = [V^{\text{ref}}_{i,c}]_{c \in C} \\ +\end{align}\]

where the notation $\mathbf{v}^l_{i} := [v^l_{i,c}]_{c \in C}$ reflects that the vector $\mathbf{v}^l_{i}$ is constructed by putting the individual phase values $v^l_{i,c}$ in a vector (in order $a,b,c$).

Alternatively, the series impedance of a line can be written in impedance form:

\[\mathbf{Z}_{ij} \in \mathbb{C}^{c\times c} \;\; \forall (i,j) \in E \nonumber, \mathbf{Y}_{ij} = ( \mathbf{Z}_{ij})^{-1}\]

where superscript $-1$ indicates the matrix inverse. Note that $\mathbf{Y}_{ij}$ or $\mathbf{Z}_{ij}$ may not be invertible, e.g. in case of single-phase branches in a three-phase grid. In this case the pseudo-inverse can be used.

Variables for a Bus Injection Model

\[\begin{align} +& S^g_{k,c} \in \mathbb{C} \;\; \forall k\in G, \forall c \in C \nonumber; \mathbf{S}^g_{k} := [S^g_{k,c}]_{c \in C} \\ +& V_{i,c} \in \mathbb{C} \;\; \forall i\in N, \forall c \in C \nonumber; \mathbf{V}_{i} := [V_{i,c}]_{c \in C} \\ +& \mathbf{S}_{ij} \in \mathbb{C}^{c\times c} \;\; \forall (i,j) \in E \cup E^R \\ +\end{align}\]

Mathematical Formulation of a Bus Injection Model

A complete mathematical model is as follows,

\[\begin{align} +\mbox{minimize: } & \sum_{k \in G} c_{2k} \left( \sum_{c \in C} \Re(S^g_{k,c}) \right)^2 + c_{1k} \sum_{c \in C} \Re(S^g_{k,c}) + c_{0k} \\ +\mbox{subject to: } & \nonumber \\ +& \mathbf{V}_{i} = \mathbf{V}^{\text{ref}}_{i} \;\; \forall r \in R \\ +& S^{gl}_{k,c} \leq S^g_{k,c} \leq S^{gu}_{k,c} \;\; \forall k \in G, \forall c \in C \\ +& v^l_{i,c} \leq |V_{i,c}| \leq v^u_{i,c} \;\; \forall i \in N, \forall c \in C \\ +& \sum_{\substack{k \in G_i}} \mathbf{S}^g_k - \sum_{\substack{k \in L_i}} \mathbf{S}^d_k - \sum_{\substack{k \in S_i}} \mathbf{V}_i \mathbf{V}^H_i (\mathbf{Y}^s_k)^H = \sum_{\substack{(i,j)\in E_i \cup E_i^R}} diag(\mathbf{S}_{ij}) \;\; \forall i\in N \\ +& \mathbf{S}_{ij} = {\mathbf{V}_i \mathbf{V}_i^H} \left( \mathbf{Y}_{ij} + \mathbf{Y}^c_{ij}\right)^H - {\mathbf{V}_i \mathbf{V}^H_j} \mathbf{Y}^H_{ij} \;\; \forall (i,j)\in E \\ +& \mathbf{S}_{ji} = \mathbf{V}_j \mathbf{V}_j^H \left( \mathbf{Y}_{ij} + \mathbf{Y}^c_{ji} \right)^H - {\mathbf{V}^H_i \mathbf{V}_j} \mathbf{Y}^H_{ij} \;\; \forall (i,j)\in E \\ +& |diag(\mathbf{S}_{ij})| \leq \mathbf{s}^u_{ij} \;\; \forall (i,j) \in E \cup E^R \\ +& \theta^{\Delta l}_{ij,c} \leq \angle (V_{i,c} V^*_{j,c}) \leq \theta^{\Delta u}_{ij,c} \;\; \forall (i,j) \in E, \forall c \in C +\end{align}\]

diff --git a/v3.5.1/manual/quickguide.html b/v3.5.1/manual/quickguide.html new file mode 100644 index 00000000..697a8e05 --- /dev/null +++ b/v3.5.1/manual/quickguide.html @@ -0,0 +1,2 @@ + +Getting Started · PowerModelsONM
GitHub

Quick Start Guide

Once PowerModelsONM is installed, To operate PowerModelsONM several other things are required, at a minimum, a distribution data set in .dss format that includes timeseries data (e.g., LoadShapes defined and assigned to some Loads or DER assets).

The easiest way to use PowerModelsONM's complete algorithm that includes optimal switching, optimal dispatch, fault studies and stability analysis, is to use the command line interface:

julia --project=path/to/PowerModelsONM path/to/PowerModelsONM/cli/entrypoint.jl -n "path/to/network.dss" -o "path/to/output.json"

For complete documentation of available command line arguments see parse_commandline.

The binary builds available on GitHub under Releases may also be used in a similar manner:

path/to/PowerModelsONM_binary -n "path/to/network.dss" -o "path/to/output.json"

Alternatively, you may wish to use PowerModelsONM from the Julia REPL, which if you want to use custom Optimizers is advisable. You should have your custom solvers installed in your primary Julia environment (e.g., v1.6), and launch the REPL with the command:

julia --project=path/to/PowerModelsONM

Once in the REPL, import PowerModelsONM with:

using PowerModelsONM

For more detailed use of PowerModelsONM from the REPL, read the Beginner's Tutorial

Optimizers

Although PowerModelsONM includes some open source solvers by default, namely

we recommend using Gurobi to solve the optimal switching problem, if it is available to you, as we have found it has far superior performance on the MISOCP problem that it is solving as compared to the open-source solutions.

Info

To use Gurobi with PowerModelsONM, do import Gurobi BEFORE import PowerModelsONM. We use Requires.jl to manage the Gurobi Environment GRB_ENV, which will check out a license that can be used throughout the optimization solves.

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GitHub

Data

PowerModelsONM.convert — Function
convert(value::Any, path::Tuple{Vararg{String}}=tuple())

Helper function to assist in converting deprecated settings to their correct types / values

source
PowerModelsONM.recursive_merge_timesteps — Method
recursive_merge_timesteps(x::T, y::U)::promote_type(T,U) where {T<: AbstractVector,U<: AbstractVector}

helper function to recursively merge timestep vectors (e.g., of dictionaries)

source
PowerModelsONM.set_dict_value! — Method
set_dict_value!(a::T, path::Tuple{Vararg{String}}, value::Any) where T <: Dict

Helper function to assist in setting nested Dict values

source
diff --git a/v3.5.1/reference/data.html b/v3.5.1/reference/data.html new file mode 100644 index 00000000..f05c7337 --- /dev/null +++ b/v3.5.1/reference/data.html @@ -0,0 +1,2 @@ + +Data Handling · PowerModelsONM
GitHub

Data

Data Handling

Solution Handling

PowerModelsONM.apply_switch_solutions! — Method
apply_switch_solutions!(network::Dict{String,<:Any}, optimal_switching_results::Dict{String,<:Any})::Dict{String,Any}

Updates a multinetwork network in-place with the results from optimal switching optimal_switching_results.

Used when not using the in-place version of optimize_switches!.

source
PowerModelsONM.apply_switch_solutions — Method
apply_switch_solutions(network::Dict{String,<:Any}, optimal_switching_results::Dict{String,<:Any})::Dict{String,Any}

Creates a copy of the network with the solution copied in from optimal_switching_results.

source
PowerModelsONM.solution_blocks! — Method
solution_blocks!(pm::AbstractUnbalancedPowerModel, sol::Dict{String,Any})

Adds block ids (as generated in the ref), and microgrid_ids to the solution

source
PowerModelsONM.solution_statuses! — Method
solution_statuses!(pm::AbstractUnbalancedPowerModel, sol::Dict{String,Any})

Converts all status fields in a solution sol from Float64 to Status enum, for all time steps.

source
diff --git a/v3.5.1/reference/entrypoint.html b/v3.5.1/reference/entrypoint.html new file mode 100644 index 00000000..77a75c22 --- /dev/null +++ b/v3.5.1/reference/entrypoint.html @@ -0,0 +1,14 @@ + +Main Entrypoint · PowerModelsONM
GitHub

Main Entrypoint

Entrypoint Functions

PowerModelsONM.entrypoint — Function
entrypoint(args::Dict{String,<:Any})::Dict{String,Any}

The main ONM Algorithm, performs the following steps:

If args["debug"] a file containing all data, results, etc. will be written to "debugonmyyyy-mm-dd–HH-MM-SS.json"

Returns the full data structure contains all inputs and outputs.

source
PowerModelsONM.optimize_switches! — Function
optimize_switches!(args::Dict{String,<:Any})::Dict{String,Any}

Optimizes switch states (therefore shedding load or not) in-place, for use in entrypoint, using [optimize_switches]

Uses LPUBFDiagPowerModel (LinDist3Flow), and therefore requires args["solvers"]["misocp_solver"] to be specified

source
PowerModelsONM.optimize_dispatch! — Function
optimize_dispatch!(
+    args::Dict{String,<:Any};
+    solver::Union{Missing,String}=missing
+)::Dict{String,Any}

Solves optimal dispatch problem in-place, for use in entrypoint, using optimize_dispatch. If you are using this to optimize after running optimize_switches!, this assumes that the correct switch states from those results have already been propagated into args["network"]

solver (default: "nlp_solver") specifies which solver to use for the OPF problem from args["solvers"]

source
PowerModelsONM.run_stability_analysis! — Function
run_stability_analysis!(
+    args::Dict{String,<:Any};
+    validate::Bool=true,
+    formulation::Type=PMD.ACRUPowerModel,
+    solver::String="nlp_solver"
+)::Dict{String,Bool}

Runs small signal stability analysis using PowerModelsStability and determines if each timestep configuration is stable, in-place, storing the results in args["stability_results"], for use in entrypoint, Uses run_stability_analysis

If validate, raw inverters data will be validated against JSON schema

The formulation can be specified with formulation, but note that it must result in "vm" and "va" variables in the solution, or else PowerModelsDistribution.sol_data_model! must support converting the voltage variables into polar coordinates.

solver (default: "nlp_solver") specifies which solver in args["solvers"] to use for the stability analysis (NLP OPF)

source
PowerModelsONM.run_fault_studies! — Function
run_fault_studies!(
+    args::Dict{String,<:Any};
+    validate::Bool=true,
+    solver::String="nlp_solver"
+)::Dict{String,Any}

Runs fault studies using args["faults"], if defined, and stores the results in-place in args["fault_stuides_results"], for use in entrypoint, using run_fault_studies

source
PowerModelsONM.analyze_results! — Function
analyze_results!(args::Dict{String,<:Any})::Dict{String,Any}

Adds information and statistics to "output_data", including

source

Command-line arguments

PowerModelsONM.sanitize_args! — Function
sanitize_args!(args::Dict{String,<:Any})::Dict{String,Any}

Sanitizes deprecated arguments into the correct new ones, and gives warnings

source

Binary Operations

diff --git a/v3.5.1/reference/graphml.html b/v3.5.1/reference/graphml.html new file mode 100644 index 00000000..848befd6 --- /dev/null +++ b/v3.5.1/reference/graphml.html @@ -0,0 +1,2 @@ + +GraphML Functions · PowerModelsONM
GitHub

GraphML

PowerModelsONM.build_graphml_document — Method
build_graphml_document(eng::Dict{String,<:Any}; type::Type="nested")

Helper function to build GraphML XML document from a eng network data structure.

type controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.

source
PowerModelsONM.build_graphml_edge — Method
build_graphml_edge(id::String, source::String, target::String)::EzXML.Node

Helper function to build an 'edge' XML Node object for GraphML XML documents

source
PowerModelsONM.build_graphml_key — Function
build_graphml_key(id::String, is_for::String, attr_name::String, attr_type::String, default::Any=missing)::EzXML.Node

Helper function to build an XML AttributeNode for attribute data for GraphML XML documents

source
PowerModelsONM.save_graphml — Method
save_graphml(io::IO, eng::Dict{String,<:Any}; type::String="nested")

Save a GraphML XML document built from eng network data to IO stream.

type controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.

source
PowerModelsONM.save_graphml — Method
save_graphml(graphml_file::String, eng::Dict{String,<:Any}; type::String="nested")

Save a GraphML XML document built from eng network data to graphml_file.

type controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.

source
diff --git a/v3.5.1/reference/internal.html b/v3.5.1/reference/internal.html new file mode 100644 index 00000000..258e02df --- /dev/null +++ b/v3.5.1/reference/internal.html @@ -0,0 +1,35 @@ + +Internal Functions · PowerModelsONM
GitHub

Internal Functions

PowerModelsONM._check_switch_state_feasibility — Method
_check_switch_state_feasibility(eng::Dict{String,Any})

Helper function to aid users in determining whether network model has a feasible starting switch configuration, assuming radiality constraints are applied.

source
PowerModelsONM._convert_event_data_types! — Method
_convert_event_data_types!(
+    events::Vector{<:Dict{String,<:Any}}
+)::Vector{Dict{String,Any}}

Helper function to convert JSON data types to native data types (Enums) in events.

source
PowerModelsONM._correct_switch_directions! — Method
_correct_branch_directions!(switches::Dict{String,<:Any}, ref::Dict{Symbol,<:Any})::Dict{String,Any}

Helper function that will attempt to make a directed graph that is strong-connected by adjusting the switch directions starting from the voltage_sources

source
PowerModelsONM._find_nw_id_from_timestep — Method
_find_nw_id_from_timestep(
+    network::Dict{String,<:Any},
+    timestep::Union{Real,String}
+)::String

Helper function to find the multinetwork id of the subnetwork of network corresponding most closely to a timestep.

source
PowerModelsONM._get_formulation — Method
_get_formulation(form_string::String)

helper function to convert from opt-disp-formulation, opt-switch-formulation string to PowerModelsDistribution Type

source
PowerModelsONM._map_eng2math_scenarios! — Method
_map_eng2math_scenarios!(data_math::Dict{String,<:Any}, data_eng::Dict{String,<:Any}; pass_props::Vector{String}=String[])

Converts engineering scenarios into mathematical scenarios.

source
PowerModelsONM._prepare_dispatch_data — Function
_prepare_dispatch_data(
+    network::Dict{String,<:Any},
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing
+)::Dict{String,Any}

Helper function to prepare data for running a optimal dispatch problem, copying in solutions from the switching results, if present.

source
PowerModelsONM._prepare_fault_study_multinetwork_data — Function
_prepare_fault_study_multinetwork_data(
+    network::Dict{String,<:Any},
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,
+    dispatch_solution::Union{Missing,Dict{String,<:Any}}=missing
+)

Helper function that helps to prepare all of the subnetworks for use in PowerModelsProtection.solve_mc_fault_study

source
PowerModelsONM._prepare_stability_multinetwork_data — Function
_prepare_stability_multinetwork_data(
+    network::Dict{String,<:Any},
+    inverters::Dict{String,<:Any},
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,
+    dispatch_solution::Union{Missing,Dict{String,<:Any}}=missing
+)::Dict{String,Any}

Helper function to prepare the multinetwork data for stability analysis (adds inverters, data_model).

source
PowerModelsONM._set_property! — Method
_set_property!(data::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)

Helper function to set a property to value at an arbitrary nested path in a dictionary

source
PowerModelsONM._solution_blocks! — Method
_solution_statuses!(sol::Dict{String,<:Any}, ref::Dict{Symbol,<:Any})

Adds block ids (as generated in the ref), and microgrid_ids to the solution

source
PowerModelsONM._update_inverter_settings! — Method
_update_inverter_settings!(data::Dict{String,<:Any}, sol::Dict{String,<:Any})

Helper function to update inverter settings from a solution, for the mld robust problem to check for feasibility.

source
PowerModelsONM._update_storage_capacity! — Method
_update_storage_capacity!(data::Dict{String,<:Any}, solution::Dict{String,<:Any})

Helper function to update storage capacity for the next subnetwork based on a solution, for the rolling horizon algorithm.

source
PowerModelsONM._update_switch_settings! — Method
_update_switch_settings!(data::Dict{String,<:Any}, solution::Dict{String,<:Any})

Helper function to update switch settings from a solution, for the rolling horizon algorithm.

source
PowerModelsONM._validate_against_schema — Method
_validate_against_schema(
+    data::Union{Dict{String,<:Any}, Vector},
+    schema::JSONSchema.Schema
+)::Bool

Validates dict or vector structure data against json schema using JSONSchema.jl.

source
PowerModelsONM._validate_against_schema — Method
_validate_against_schema(
+    data::Union{Dict{String,<:Any}, Vector},
+    schema_name::String
+)::Bool

Validates dict or vector structure data against json schema given by schema_name.

source

Constants

diff --git a/v3.5.1/reference/io.html b/v3.5.1/reference/io.html new file mode 100644 index 00000000..b5dd457e --- /dev/null +++ b/v3.5.1/reference/io.html @@ -0,0 +1,64 @@ + +IO Functions · PowerModelsONM
GitHub

IO

Parsers

PowerModelsONM.parse_file — Function
parse_file(network_file::String; dss2eng_extensions=Function[], transformations=Function[], import_all=true, kwargs...)

ONM version of PowerModelsDistribution.parse_file, which includes some dss2eng_extensions and transformations by default

source
PowerModelsONM.parse_network — Function
parse_network(
+    network_file::String
+)::Tuple{Dict{String,Any},Dict{String,Any}}

Parses network file given by runtime arguments into its base network, i.e., not expanded into a multinetwork, and multinetwork, which is the multinetwork ENGINEERING representation of the network.

source
PowerModelsONM.parse_network! — Function
parse_network!(args::Dict{String,<:Any})::Dict{String,Any}

In-place version of parse_network, returns the ENGINEERING multinetwork data structure, which is available in args under args["network"], and adds the non-expanded ENGINEERING data structure under args["base_network"]

source
PowerModelsONM.parse_events — Function
parse_events(
+    events_file::String;
+    validate::Bool=true
+)::Vector{Dict{String,Any}}

Parses an events file into a raw events data structure

Validation

If validate=true (default), the parsed data structure will be validated against the latest Events Schema.

source
parse_events(
+    raw_events::Vector{<:Dict{String,<:Any}},
+    mn_data::Dict{String,<:Any}
+)::Dict{String,Any}

Converts raw_events, e.g. loaded from JSON, and therefore in the format Vector{Dict}, to an internal data structure that closely matches the multinetwork data structure for easy merging (applying) to the multinetwork data structure.

Will attempt to find the correct subnetwork from the specified timestep by using "mn_lookup" in the multinetwork data structure.

Switch events

Will find the correct switch id from a source_id, i.e., the assettype.name from the source file, which for switches will be line.name, and create a data structure containing the properties defined in `eventdata` under the native ENGINEERING switch id.

Fault events

Will attempt to find the appropriate switches that need to be OPEN to isolate a fault, and disable them, i.e., set dispatchable=false, until the end of the duration of the fault, which is specified in milliseconds.

It will re-enable the switches, i.e., set dispatchable=true after the fault has ended, if the next timestep exists, but will not automatically set the switches to CLOSED again; this is a decision for the algorithm optimize_switches to make.

source
parse_events(
+    events_file::String,
+    mn_data::Dict{String,<:Any};
+    validate::Bool=true
+)::Dict{String,Any}

Parses raw events from events_file and passes it to parse_events to convert to the native data type.

Validation

If validate=true (default), the parsed data structure will be validated against the latest Events Schema.

source
PowerModelsONM.parse_events! — Function
parse_events!(
+    args::Dict{String,<:Any};
+    validate::Bool=true,
+    apply::Bool=true
+)::Dict{String,Any}

Parses events file in-place using parse_events, for use inside of entrypoint.

If apply, will apply the events to the multinetwork data structure.

Validation

If validate=true (default), the parsed data structure will be validated against the latest Events Schema.

source
PowerModelsONM.parse_settings — Function
parse_settings(
+    settings_file::String;
+    validate::Bool=true
+    correct::Bool=true
+)::Dict{String,Any}

Parses network settings JSON file.

Validation

If validate=true (default), the parsed data structure will be validated against the latest Settings Schema.

source
PowerModelsONM.parse_settings! — Function
parse_settings!(
+    args::Dict{String,<:Any};
+    apply::Bool=true,
+    validate::Bool=true
+)::Dict{String,Any}

Parses settings file specifed in runtime arguments in-place

Will attempt to convert deprecated runtime arguments to appropriate network settings data structure.

Validation

If validate=true (default), the parsed data structure will be validated against the latest Settings Schema.

source
PowerModelsONM.parse_faults — Function
parse_faults(
+    faults_file::String;
+    validate::Bool=true
+)::Dict{String,Any}

Parses fault JSON input files which have the same structure as the outputs from PowerModelsProtection.build_mc_fault_stuides

Expected JSON Structure

{
+    "bus_name": {
+        "fault_type": {
+            "fault_key": {
+                "g": [ [200, -100, -100], [-100, 200, -100], [-100, -100, 200]],
+                "b": [ [0, 0, 0], [0, 0, 0], [0, 0, 0]],
+                "status": "ENABLED",
+                "fault_type": "fault_type",
+                "bus": "bus_name",
+                "name": "fault_key",
+                "connections": [1, 2, 3]
+            }
+        }
+    }
+}

where "fault_type" is one of:

  • "3p" : 3-phase
  • "3pg" : 3-phase-to-ground
  • "ll" : line-to-line
  • "llg" : line-to-line-to-ground
  • "ll" : line-to-line

"bus_name" is arbitrary, and just needs to match a bus's name in the network model.

"status" is a PowerModelsDistribution.Status Enum in String form, and must be either "ENABLED" or "DISABLED".

"g" and "b" are matrices in SI units.

"fault_type" in the deepest level is merely metadata and should match the "fault_type" key above.

"name" should match the fault key and is required to be an Integer.

"connections" is a Vector of Integers indicating the phases that the fault applies to.

For more details see PowerModelsProtection's documentation

Validation

If validate=true (default), the parsed data structure will be validated against the latest Faults Schema.

source

Builders

PowerModelsONM.build_events_file — Function
build_events_file(case_file::String, io::IO; kwargs...)

A helper function to save a rudamentary events data structure to io from a network case at path case_file.

source
build_events_file(eng::Dict{String,<:Any}, io::IO; kwargs...)

A helper function to save a rudamentary events data structure to io from a network case eng.

source
build_events_file(case_file::String, events_file::String; kwargs...)

A helper function to build a rudamentary events_file from a network case at path case_file.

source
build_events_file(eng::Dict{String,<:Any}, events_file::String; kwargs...)

A helper function to build a rudamentary events_file from a network case eng.

source
PowerModelsONM.build_settings_file — Function
build_settings_file(network_file::String, settings_file::String; kwargs...)

Builds and writes a settings_file::String by parsing a network_file

source
build_settings_file(eng::Dict{String,<:Any}, settings_file::String; kwargs...)

Builds and writes a settings_file::String from a network data set eng::Dict{String,Any}

source
build_settings_file(
+    network_file::String,
+    settings_file::String="settings.json";
+    kwargs...
+)

Helper function to write a settings structure to an io for use with ONM from a network data structure eng::Dict{String,<:Any}.

source

Applicators

PowerModelsONM.apply_events — Function
apply_events(
+    network::Dict{String,<:Any},
+    events::Dict{String,<:Any}
+)::Dict{String,Any}

Creates a copy of the multinetwork data structure network and applies the events in events to that data.

source
PowerModelsONM.apply_settings — Function
apply_settings(
+    network::Dict{String,<:Any},
+    settings::Dict{String,<:Any};
+    multinetwork::Bool=true
+)::Dict{String,Any}

Applies settings to single-network network

source
PowerModelsONM.get_timestep_bus_types — Function
get_timestep_bus_types(::Dict{String,<:Any}, ::String)::Vector{Dict{String,String}}

Helper function for the variant where args["network"] hasn't been parsed yet.

source
get_timestep_bus_types(
+    optimal_dispatch_solution::Dict{String,<:Any},
+    network::Dict{String,<:Any}
+)::Vector{Dict{String,String}}

Gets bus types (PQ, PV, ref, isolated) for each timestep from the optimal_dispatch_solution

source
PowerModelsONM.get_timestep_bus_types! — Function
get_timestep_bus_types!(args::Dict{String,<:Any})::Vector{Dict{String,String}}

Gets bus types (PQ, PV, ref, isolated) for each timestep from the optimal dispatch result and assigns it to args["output_data"]["Protection settings"]["bus_types"]

source

Writers

PowerModelsONM.write_json — Function
write_json(
+    file::String,
+    data::Dict{String,<:Any};
+    indent::Union{Int,Missing}=missing
+)

Write JSON data to file. If !ismissing(indent), JSON will be pretty-formatted with indent

source

Getters and Setters

PowerModelsONM.get_option — Function
get_option(network::Dict{String,<:Any}, path::Tuple{Vararg{String}}, default::Any=missing)::Any

Helper function to get a property at an arbitrary nested path in a network dictionary, returning the default value if path does not exist.

source
get_option(settings_file::String, path::Tuple{Vararg{String}}, default::Any=missing)::Any

Helper function for variant where settings_file has not been parsed yet.

source
PowerModelsONM.get_setting — Function
get_setting(args::Dict{String,Any}, path::Tuple{Vararg{String}}, default::Any=missing)::Any

Helper function to get a property in settings at an arbitrary nested path in an args dictionary, returning the default value if path does not exist.

source
PowerModelsONM.set_setting! — Function
set_setting!(args::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)

Helper function to set an option at path to value and then regenerate the multinetwork data from args.

source
PowerModelsONM.set_settings! — Function
set_settings!(args, options::Dict{Tuple{Vararg{String}},<:Any})

Helper function to set multiple options at path to value and then regenerate the multinetwork data from args, where the paths are the keys of the options input dictionary.

source
PowerModelsONM.set_option! — Function
set_option!(network::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)

Helper function to set a property in a network data structure at path to value

source
PowerModelsONM.set_options! — Function
set_options!(settings::Dict{String,<:Any}, options::Dict{Tuple{Vararg{String}},<:Any})

Helper function to set multiple properties in an options at path::Tuple{Vararg{String}} to value::Any. This does not rebuild the network data structure.

source
diff --git a/v3.5.1/reference/logging.html b/v3.5.1/reference/logging.html new file mode 100644 index 00000000..2b2a50eb --- /dev/null +++ b/v3.5.1/reference/logging.html @@ -0,0 +1,2 @@ + +Logging · PowerModelsONM
GitHub
diff --git a/v3.5.1/reference/prob.html b/v3.5.1/reference/prob.html new file mode 100644 index 00000000..d13315f9 --- /dev/null +++ b/v3.5.1/reference/prob.html @@ -0,0 +1,73 @@ + +Optimization Problems · PowerModelsONM
GitHub

Optimization Problems

Optimal Switching / Maximal Load Delivery (MLD)

PowerModelsONM.optimize_switches — Function
optimize_switches(
+    network::Dict{String,<:Any},
+    solver;
+    formulation::Type=PMD.LPUBFDiagPowerModel,
+    algorithm::String="full-lookahead"
+)::Dict{String,Any}
  • algorithm::String, if "rolling-horizon", iterates over all subnetworks in a multinetwork data structure network, in order, and solves the optimal switching / MLD problem sequentially, updating the next timestep with the new switch configurations and storage energies from the solved timestep. Otherwise, if "full-lookahead", will solve all time steps in a single optimization problem (default: "full-lookahead")
source
optimize_switches(
+    subnetwork::Dict{String,<:Any},
+    prob::Function,
+    solver;
+    formulation=PMD.LPUBFDiagPowerModel
+)::Dict{String,Any}

Optimizes switch states for load shedding on a single subnetwork (not a multinetwork), using prob

Optionally, a PowerModelsDistribution formulation can be set independently, but is LinDist3Flow by default.

source
PowerModelsONM.solve_block_mld — Function
solve_block_mld(
+    data::Dict{String,<:Any},
+    model_type::Type,
+    solver;
+    kwargs...
+)::Dict{String,Any}

Solves a multiconductor optimal switching (mixed-integer) problem using model_type and solver

Calls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.

source
PowerModelsONM.solve_mn_block_mld — Function
solve_mn_block_mld(
+    data::Dict{String,<:Any},
+    model_type::Type,
+    solver;
+    kwargs...
+)::Dict{String,Any}

Solves a multinetwork multiconductor optimal switching (mixed-integer) problem using model_type and solver

Calls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.

source
PowerModelsONM.solve_traditional_mld — Function
solve_traditional_mld(
+    data::Dict{String,<:Any},
+    model_type::Type,
+    solver;
+    kwargs...
+)::Dict{String,Any}

Solves a multiconductor traditional mld problem using model_type and solver

Calls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.

source
PowerModelsONM.solve_mn_traditional_mld — Function
solve_mn_traditional_mld(
+    data::Dict{String,<:Any},
+    model_type::Type,
+    solver;
+    kwargs...
+)::Dict{String,Any}

Solves a multinetwork multiconductor traditional mld problem using model_type and solver

Calls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.

source

Optimal Dispatch

PowerModelsONM.optimize_dispatch — Function
optimize_dispatch(
+    network::Dict{String,<:Any},
+    formulation::Type,
+    solver;
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing
+)::Dict{String,Any}

Solve a multinetwork optimal power flow (solve_mn_mc_opf) using formulation and solver

source
PowerModelsONM.solve_mn_opf — Function
solve_mn_opf(
+    data::Dict{String,<:Any},
+    model_type::Type,
+    solver;
+    kwargs...
+)::Dict{String,Any}

Solve multinetwork OPF with transformer tap and capacitor control

source

Fault stuides

PowerModelsONM.run_fault_studies — Function
run_fault_studies(
+    network::Dict{String,<:Any},
+    solver;
+    faults::Dict{String,<:Any}=Dict{String,Any}(),
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,
+    dispatch_solution::Union{Missing,Dict{String,<:Any}}=missing,
+    distributed::Bool=false
+)::Dict{String,Any}

Runs fault studies defined in ieee13faults.json. If no faults file is provided, it will automatically generate faults using `PowerModelsProtection.buildmcfaultstudy`.

It will convert storage to limited generators, since storage is not yet supported in IVRU models in PowerModelsProtection

Uses run_fault_study to solve the actual fault study.

solver will determine which instantiated solver is used, "nlp_solver" or "juniper_solver"

source
PowerModelsONM.run_fault_study — Function
run_fault_study(
+    subnetwork::Dict{String,<:Any},
+    faults::Dict{String,<:Any},
+    solver
+)::Dict{String,Any}

Uses PowerModelsProtection.solve_mc_fault_study to solve multiple faults defined in faults, applied to subnetwork, i.e., not a multinetwork, using a nonlinear solver.

Requires the use of PowerModelsDistribution.IVRUPowerModel.

source

Stability Analysis

PowerModelsONM.run_stability_analysis — Function
run_stability_analysis(
+    network::Dict{String,<:Any},
+    inverters::Dict{String,<:Any},
+    solver;
+    formulation::Type=PMD.ACRUPowerModel,
+    switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,
+    distributed::Bool=false
+)::Dict{String,Bool}

Runs small signal stability analysis using PowerModelsStability and determines if each timestep configuration is stable

inverters is an already parsed inverters file using parse_inverters

The formulation can be specified with formulation, but note that it must result in "vm" and "va" variables in the solution, or else PowerModelsDistribution.sol_data_model! must support converting the voltage variables into polar coordinates.

solver for stability analysis (NLP OPF)

source
run_stability_analysis(
+    subnetwork::Dict{String,<:Any},
+    omega0::Real,
+    rN::Int,
+    solver;
+    formulation::Type=PMD.ACPUPowerModel
+)::Bool

Runs stability analysis on a single subnetwork (not a multinetwork) using a nonlinear solver.

source

Optimization solvers

PowerModelsONM.build_solver_instances — Function
build_solver_instances(;
+    nlp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,
+    mip_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,
+    minlp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,
+    misocp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,
+    solver_options::Dict{String,<:Any}=Dict{String,Any}(),
+    log_level::String="warn",
+)::Dict{String,Any}

Returns solver instances as a Dict ready for use with JuMP Models, for NLP ("nlp_solver"), MIP ("mip_solver"), MINLP ("minlp_solver"), and (MI)SOC ("misocp_solver") problems.

  • nlp_solver (default: missing): If missing, will use Ipopt as NLP solver, or KNITRO if knitro=true
  • mip_solver (default: missing): If missing, will use Cbc as MIP solver, or Gurobi if gurobi==true
  • minlp_solver (default: missing): If missing, will use Juniper with nlp_solver and mip_solver, of KNITRO if knitro=true
  • misocp_solver (default: missing): If missing will use Juniper with mip_solver, or Gurobi if gurobi==true
  • solver_options (default: Dict{String,Any}())
  • log_level (default: "warn")
source
diff --git a/v3.5.1/reference/schema.html b/v3.5.1/reference/schema.html new file mode 100644 index 00000000..50d7b6ed --- /dev/null +++ b/v3.5.1/reference/schema.html @@ -0,0 +1,2 @@ + +Schema · PowerModelsONM
GitHub

Schema

Validation

PowerModelsONM.check_switch_state_feasibility — Method
check_switch_state_feasibility(data::Dict{String,<:Any})::Union{Dict{String,Bool},Bool}

Helper function to aid users in determining whether network model has a feasible starting switch configuration (at each time step, if the network model is multinetwork), assuming radiality constraints are applied.

source
PowerModelsONM.update_start_values! — Method
update_start_values!(data::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}

Helper function to add some start values for variables to prevent starting MIP infeasibilities

source
PowerModelsONM.update_start_values_eng! — Method
update_start_values_eng!(eng::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}

Helper function to add some start values for variables to prevent starting MIP infeasibilities to the ENGINEERING model

source
PowerModelsONM.update_start_values_math! — Method
update_start_values_math!(math::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}

Helper function to add some start values for variables to prevent starting MIP infeasibilities to the MATHEMATICAL model

source
diff --git a/v3.5.1/reference/stats.html b/v3.5.1/reference/stats.html new file mode 100644 index 00000000..1f080a1b --- /dev/null +++ b/v3.5.1/reference/stats.html @@ -0,0 +1,65 @@ + +Solution Statistics · PowerModelsONM
GitHub

Statistics

Dispatch

PowerModelsONM.get_timestep_dispatch — Method
get_timestep_dispatch(
+    solution::Dict{String,<:Any},
+    network::Dict{String,<:Any}
+)::Vector{Dict{String,Any}}

Returns the dispatch information for generation assets (generator, storage, solar, voltage_source) and bus voltage magnitudes in SI units for each timestep from the optimal dispatch solution

source
PowerModelsONM.get_timestep_dispatch_optimization_metadata — Method
get_timestep_dispatch_optimization_metadata(
+    optimal_dispatch_result::Dict{String,Any}
+)::Dict{String,Any}

Gets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm="rolling-horizon"), or a list with a single Dict (if opt_switch_algorithm="full-lookahead").

source
PowerModelsONM.get_timestep_inverter_states! — Method
get_timestep_inverter_states!(args::Dict{String,<:Any})::Vector{Dict{String,Any}}

Adds field "inverter" to power flow output for inverter objects, i.e., storage generator, voltagesource, solar. See [`gettimestepinverterstates`](@ref gettimestepinverter_states)

source
PowerModelsONM.get_timestep_inverter_states — Method
get_timestep_inverter_states(optimal_switching_results::Dict{String,<:Any})::Vector{Dict{String,Any}}

Gets 'inverter' state for each generation object at each timestep from optimal_switching_results. Defaults to GRID_FORMING if no inverter state is available.

source
PowerModelsONM.get_timestep_voltage_statistics — Method
get_timestep_voltage_statistics(
+    solution::Dict{String,<:Any},
+    network::Dict{String,<:Any};
+    make_per_unit::Bool=true
+)::Dict{String,Vector{Real}}

Returns statistics on the Minimum, Mean, and Maximum voltages for each timestep using get_voltage_min_mean_max

If make_per_unit (default: true), will return voltage statistics in per-unit representation. If make_per_unit is false, and there are different voltage bases across the network, the statistics will not make sense.

source
PowerModelsONM.get_voltage_min_mean_max — Method
get_voltage_min_mean_max(
+    solution::Dict{String,<:Any},
+    data::Dict{String,<:Any};
+    make_per_unit::Bool=true
+)::Tuple{Real,Real,Real}

Calculates the minimum, mean, and maximum of the voltages across a network (not a multinetwork)

data is used to convert the units to perunit if `makeperunit` and the data is not already perunit.

If make_per_unit (default: true), will return voltage statistics in per-unit representation. If make_per_unit is false, and there are different voltage bases across the network, the statistics will not make sense.

source

Actions

PowerModelsONM.get_timestep_device_actions — Method
get_timestep_device_actions(
+    network::Dict{String,<:Any},
+    optimal_switching_results::Dict{String,<:Any}
+)::Vector{Dict{String,Any}}

From the multinetwork network, determines the switch configuration at each timestep. If the switch does not exist in mld_results, the state will default back to the state given in the original network. This could happen if the switch is not dispatchable, and therefore state would not be expected in the results.

Will output Vector{Dict} where each Dict will contain "Switch configurations", which is a Dict with switch names as keys, and the switch state, "open" or "closed" as values, and "Shedded loads", which is a list of load names that have been shed at that timestep.

source
PowerModelsONM.get_timestep_switch_changes — Function
get_timestep_switch_changes(
+    network::Dict{String,<:Any},
+    optimal_switching_results::Dict{String,<:Any}=Dict{String,Any}()
+)::Vector{Vector{String}}

Gets a list of switches whose state has changed between timesteps (always expect the first timestep to be an empty list). This expects the solutions from the MLD problem to have been merged into network

source
PowerModelsONM.get_timestep_switch_optimization_metadata — Method
get_timestep_switch_optimization_metadata(
+    optimal_switching_results::Dict{String,Any};
+    opt_switch_algorithm::String="full-lookahead"
+)::Vector{Dict{String,Any}}

Gets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm="iterative), or a list with a single Dict (if opt_switch_algorithm="full-lookahead").

source

Analysis

PowerModelsONM.get_microgrid_networks — Method
get_microgrid_networks(network::Dict{String,Any}; switch_config::Union{Missing,Dict{String,PMD.SwitchState}}=missing)::Vector{Vector{String}}

Collects microgrid networks in a single timestep

source

Faults

PowerModelsONM.get_timestep_fault_currents — Method
get_timestep_fault_currents(
+    fault_studies_results::Dict{String,<:Any},
+    faults::Dict{String,<:Any},
+    network::Dict{String,<:Any};
+    ret_protection_only::Bool=false
+)::Vector{Dict{String,Any}}

Gets information about the results of fault studies at each timestep, including:

  • information about the fault, such as
    • the admittance ("conductance (S)" and "susceptance (S)"),
    • the bus at which the fault is applied
    • the type of fault (3p, 3pg, llg, ll, lg), and
    • to which connections the fault applies
  • information about the state at the network's protection, including
    • the fault current |I| (A)
    • the zero-sequence fault current |I0| (A)
    • the positive-sequence fault current |I1| (A)
    • the negative-sequence fault current |I2| (A)
    • the bus voltage from the from-side of the switch |V| (V)
    • the bus voltage angle from the from-side of the switch phi (deg)

ret_protection_only==false indicates that currents and voltages should be returned for all lines where switch=y, and if true, should only return switches for which a protection device is defined (recloser, relay, fuse)

source
PowerModelsONM.get_timestep_fault_currents — Method
get_timestep_fault_currents(
+    fault_studies_results::Dict{String,<:Any},
+    faults::String,
+    network::Dict{String,<:Any}
+)::Vector{Dict{String,Any}}

Special case where the faults string was not parsed

source
PowerModelsONM.get_timestep_fault_currents — Method
get_timestep_fault_currents(::Dict{String,<:Any}, ::String, ::String; ret_protection_only::Bool=false)::Vector{Dict{String,Any}}

Helper function for the variant where args["network"] hasn't been parsed yet.

source
PowerModelsONM.get_timestep_fault_study_metadata — Method
get_timestep_fault_study_metadata(
+    fault_studies_results::Dict{String,Any}
+)::Vector{Dict{String,Any}}

Gets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm="rolling-horizon"), or a list with a single Dict (if opt_switch_algorithm="full-lookahead").

source

Microgrid

PowerModelsONM.get_timestep_generator_profiles — Method
get_timestep_generator_profiles(
+    solution::Dict{String,<:Any}
+)::Dict{String,Vector{Real}}

Returns statistics about the generator profiles from the optimal dispatch solution:

  • "Grid mix (kW)": how much power is from the substation
  • "Solar DG (kW)": how much power is from Solar PV DER
  • "Energy storage (kW): how much power is from Energy storage DER
  • "Diesel DG (kW)": how much power is from traditional generator DER
source
PowerModelsONM.get_timestep_load_served — Function
get_timestep_load_served(
+    solution::Dict{String,<:Any},
+    network::Dict{String,<:Any}
+)::Dict{String,Vector{Real}}

Returns Load statistics from an optimal dispatch solution, and compares to the base load (non-shedded) in network, giving statistics for

  • "Feeder load (%)": How much load is the feeder supporting,
  • "Microgrid load (%)": How much load is(are) the microgrid(s) supporting,
  • "Bonus load via microgrid (%)": How much extra load is being supported.

Note

Currently, because microgrids are not explicitly defined yet (see 'settings' file for initial implementation of microgrid tagging), "Bonus load via microgrid (%)" only indicates how much charging is being performed on Storage.

source
PowerModelsONM.get_timestep_load_served — Function
get_timestep_load_served(::Dict{String,<:Any}, network::String, switching_solution::Union{Missing,Dict{String,<:Any}}=missing)

Helper function for the variant where args["network"] hasn't been parsed yet.

source
PowerModelsONM.get_timestep_storage_soc — Method
get_timestep_storage_soc(
+    solution::Dict{String,<:Any},
+    network::Dict{String,<:Any}
+)::Vector{Real}

Returns the storage state of charge, i.e., how much energy is remaining in all of the the energy storage DER based on the optimal dispatch solution. Needs network to give percentage.

source

Stability

PowerModelsONM.get_timestep_stability — Method
get_timestep_stability(
+    is_stable::Dict{String,Bool}
+)::Vector{Bool}

This is a placeholder function that simple passes through the is_stable Vector back, until the Stability feature gets more complex.

source
diff --git a/v3.5.1/reference/types.html b/v3.5.1/reference/types.html new file mode 100644 index 00000000..bc66c767 --- /dev/null +++ b/v3.5.1/reference/types.html @@ -0,0 +1,2 @@ + +Types · PowerModelsONM diff --git a/v3.5.1/reference/variable_constraint.html b/v3.5.1/reference/variable_constraint.html new file mode 100644 index 00000000..d31d4b15 --- /dev/null +++ b/v3.5.1/reference/variable_constraint.html @@ -0,0 +1,379 @@ + +Variables and Constraints · PowerModelsONM
GitHub

Variables and Constraints

Variables

PowerModelsONM.variable_block_indicator — Method
variable_block_indicator(
+    pm::AbstractUnbalancedPowerModel;
+    nw::Int=nw_id_default,
+    relax::Bool=false,
+    report::Bool=true
+)

Create variables for block status by load block, $z^{bl}_i\in{0,1}~\forall i \in B$, binary if relax=false. Variables will appear in solution if report=true.

source
PowerModelsONM.variable_bus_voltage_indicator — Method
variable_bus_voltage_indicator(
+    pm::AbstractUnbalancedPowerModel;
+    nw::Int=nw_id_default,
+    relax::Bool=false,
+    report::Bool=true
+)

Variables for switching buses on/off $z^{bus}_i,~\forall i \in N$, binary if relax=false. Variables will appear in solution if report=true.

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PowerModelsONM.variable_generator_indicator — Method
variable_generator_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false, report::Bool=true)

Variables for switching generators on/off $z^{gen}_i,~\forall i \in G$, binary if relax=false. Variables will appear in solution if report=true.

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PowerModelsONM.variable_inverter_indicator — Method
variable_inverter_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false, report::Bool=true)

Variables for indicating whether a DER (storage or gen) is in grid-forming mode (1) or grid-following mode (0), binary is relax=false. Variables will appear in solution if report=true. If "inverter"==GRID_FOLLOWING on the device, the inverter variable will be a constant.

source
PowerModelsONM.variable_load_indicator — Method
variable_load_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false, report::Bool=true)

Variables for switching loads on/off $z^{d}_i,~\forall i \in L$, binary if relax=false. Variables will appear in solution if report=true.

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PowerModelsONM.variable_mc_storage_power_mi_on_off — Method
variable_mc_storage_power_mi_on_off(
+    pm::AbstractUnbalancedPowerModel;
+    nw::Int=nw_id_default,
+    relax::Bool=false,
+    bounded::Bool=true,
+    report::Bool=true
+)

Variables for storage, omitting the storage indicator $z^{strg}_i$ variable:

\[\begin{align} +p^{strg}_i,~\forall i \in S \\ +q^{strg}_i,~\forall i \in S \\ +q^{sc}_{i},~\forall i \in S \\ +\epsilon_i,~\forall i \in S \\ +c^{strg}_i,~\forall i \in S \\ +c^{on}_i \in {0,1},~\forall i \in S \\ +d^{on}_i \in {0,1},~\forall i \in S \\ +\end{align}\]

\[c^{on}_i\]

, $d^{on}_i$ will be binary if relax=false. Variables will appear in solution if report=true.

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PowerModelsONM.variable_robust_inverter_indicator — Method
variable_robust_inverter_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, report::Bool=true)

Robust mld (outer) problem solution for indicating whether a DER (storage or gen) is in grid-forming mode (1) or grid-following mode (0).

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PowerModelsONM.variable_storage_indicator — Method
variable_storage_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false, report::Bool=true)

Variables for switching storage on/off $z^{strg}_i,~\forall i \in E$, binary if relax=false. Variables will appear in solution if report=true.

source
PowerModelsONM.variable_switch_state — Method
variable_switch_state(
+    pm::AbstractUnbalancedPowerModel;
+    nw::Int=nw_id_default,
+    report::Bool=true,
+    relax::Bool=false
+)

Create variables for switch state (open/close) variables, $\gamma_i\in{0,1}~\forall i \in S$, binary if relax=false. Variables for non-dispatchable switches will be constants, rather than VariableRef. Variables will appear in solution if report=true.

source

Constraints

PowerModelsONM.constraint_isolate_block — Method
constraint_isolate_block(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)

Template function of constraint to ensure that blocks are properly isolated by open switches in block mld problem.

source
PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following — Method
constraint_mc_storage_phase_unbalance_grid_following(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)

Constraint template for constraint to enforce balance between phases of ps/qs on storage for grid-following inverters only. Requires z_inverter variables to indicate if a DER is grid-forming or grid-following

source
PowerModelsONM.constraint_disable_networking — Method
constraint_disable_networking(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)

Constrains each microgrid to not network with another microgrid, while still allowing them to expand.

\[\begin{align} +\sum_{k \in |{\cal L}|} y^k_{ab} = 1, \forall ab \in {\cal S}\\ +y^k_{ab} - (1 - z_{ab}) \le x_k^{mg} \le y^k_{ab} + (1 - z_{ab}), \forall k \in {\cal L}\\ +y^{k'}_{dc} - (1 - z_{dc}) - (1 - z_{ab}) \le y^{k'}_{ab} \le y^{k'}_{dc} + (1 - z_{dc}) + (1 - z_{ab}), \forall k \in {\cal L}, \forall ab \in {\cal T}_k, \forall dc \in {\cal T}_k\setminus {ab} +\end{align}\]

source
PowerModelsONM.constraint_energized_blocks_strictly_increasing — Method
constraint_energized_blocks_strictly_increasing(pm::AbstractUnbalancedPowerModel, n_1::Int, n_2::Int)

Constraint to ensure that the number of energized load blocks from one timestep to another is strictly increasing and that once energized, a load block cannot be shed in a later timestep.

source
PowerModelsONM.constraint_energized_loads_strictly_increasing — Method
constraint_energized_loads_strictly_increasing(pm::AbstractUnbalancedPowerModel, n_1::Int, n_2::Int)

Constraint to ensure that the number of energized load blocks from one timestep to another is strictly increasing and that once energized, a load block cannot be shed in a later timestep.

source
PowerModelsONM.constraint_grid_forming_inverter_per_cc_block — Method
constraint_grid_forming_inverter_per_cc(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)

Constrains each connected component of the load block graph to have only one grid-forming inverter, if the block is enabled

\[\begin{align} +& \sum_{k \in {\cal B}} y^k_{ab} \le z^{sw}_{ab} &\forall ab \in {\cal E}_{sw} \\ +& \sum_{ab \in {\cal T}_k} (1-z^{sw}_{ab}) - |{\cal T}_k| + z^{bl}_k \le \sum_{i \in {\cal D}_k} z^{inv}_i \le z^{bl}_k & \forall k \in {\cal B} \\ +& S^g_i \le \overline{S}^g_i (\sum_{ab \in {\cal T}_k} z^{sw}_{ab} + \sum_{j \in {\cal D}_k} z^{inv}_j) & \forall i \in {\cal G} \\ +& S^g_i \le \overline{S}^g_i (\sum_{ab \in {\cal T}_k} \sum_{k \in {\cal B}} y_{ab}^k + \sum_{j \in {\cal D}_k} z^{sw}_j) & \forall i \in {\cal G} \\ +& S^g_i \ge \underline{S}^g_i (\sum_{ab \in {\cal T}_k} z^{sw}_{ab} + \sum_{j \in {\cal D}_k} z^{inv}_j) & \forall i \in {\cal G} \\ +& S^g_i \ge \underline{S}^g_i (\sum_{ab \in {\cal T}_k} \sum_{k \in {\cal B}} y_{ab}^k + \sum_{j \in {\cal D}_k} z^{sw}_j) & \forall i \in {\cal G} \\ +& y^k_{ab} - (1 - z^{sw}_{ab}) \le \sum_{i \in {\cal D}_k} z^{inv}_i \le y^k_{ab} + (1 - z^{sw}_{ab}) & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& y^{k'}_{dc} - (1 - z^{sw}_{dc}) - (1 - z^{sw}_{ab}) \le y^{k'}_{ab} \le y^{k'}_{dc} + (1 - z^{sw}_{dc}) + (1 - z^{sw}_{ab}) \\ +& ~~~~ \forall k \in {\cal B},\forall k' \in {\cal B}/{k},\forall ab \in {\cal E}_{sw},\forall dc \in {\cal E}_{sw}/{ab} \nonumber \\ +& y_{ab}^k \le \sum_{i \in {\cal D}_k} z^{inv}_i & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& -z^{sw}_{ab} |{\cal B}| \le f_{ab}^k \le z^{sw}_{ab} |{\cal B}| & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& 0 \le \xi_{ab}^k \le 1 & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& \sum_{ab \in {\cal T}_k : a = k} f_{ab}^k - \sum_{ab \in {\cal T}_k : b = k} f_{ab}^k + \sum_{ab \in {\cal E}_v^k} \xi_{ab}^k = |{\cal B}| - 1 & \forall k \in {\cal B} \\ +& \sum_{ab \in {\cal T}_{k'} : a = k'} f_{ab}^k - \sum_{ab \in {\cal T}_{k'} : b = k'} f_{ab}^k - \xi_{kk'}^k = -1, \;\;\; \forall k' \ne k & \forall k \in {\cal B} \\ +& y_{ab}^k \le 1 - \xi_{kk'}^k & \forall k' \ne k, ab \in {\cal T}_{k'} \\ +& z^{bl}_k \le \sum_{i \in {\cal D}_k} z^{inv}_i + \sum_{ab \in {\cal T}_k} \sum_{k \in {\cal B}} y^k_{ab} +\end{align}\]

source
PowerModelsONM.constraint_grid_forming_inverter_per_cc_traditional — Method
constraint_grid_forming_inverter_per_cc_traditional(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)

Constrains each connected component of the graph to have only one grid-forming inverter, if the component is enabled

\[\begin{align} +& \sum_{k \in {\cal B}} y^k_{ab} \le z^{sw}_{ab} &\forall ab \in {\cal E}_{sw} \\ +& \sum_{ab \in {\cal T}_k} (1-z^{sw}_{ab}) - |{\cal T}_k| + 1 \le \sum_{i \in {\cal D}_k} z^{inv}_i \le 1 & \forall k \in {\cal B} \\ +& S^g_i \le \overline{S}^g_i (\sum_{ab \in {\cal T}_k} z^{sw}_{ab} + \sum_{j \in {\cal D}_k} z^{inv}_j) & \forall i \in {\cal G} \\ +& S^g_i \le \overline{S}^g_i (\sum_{ab \in {\cal T}_k} \sum_{k \in {\cal B}} y_{ab}^k + \sum_{j \in {\cal D}_k} z^{sw}_j) & \forall i \in {\cal G} \\ +& S^g_i \ge \underline{S}^g_i (\sum_{ab \in {\cal T}_k} z^{sw}_{ab} + \sum_{j \in {\cal D}_k} z^{inv}_j) & \forall i \in {\cal G} \\ +& S^g_i \ge \underline{S}^g_i (\sum_{ab \in {\cal T}_k} \sum_{k \in {\cal B}} y_{ab}^k + \sum_{j \in {\cal D}_k} z^{sw}_j) & \forall i \in {\cal G} \\ +& y^k_{ab} - (1 - z^{sw}_{ab}) \le \sum_{i \in {\cal D}_k} z^{inv}_i \le y^k_{ab} + (1 - z^{sw}_{ab}) & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& y^{k'}_{dc} - (1 - z^{sw}_{dc}) - (1 - z^{sw}_{ab}) \le y^{k'}_{ab} \le y^{k'}_{dc} + (1 - z^{sw}_{dc}) + (1 - z^{sw}_{ab}) \\ +& ~~~~ \forall k \in {\cal B},\forall k' \in {\cal B}/{k},\forall ab \in {\cal E}_{sw},\forall dc \in {\cal E}_{sw}/{ab} \nonumber \\ +& y_{ab}^k \le \sum_{i \in {\cal D}_k} z^{inv}_i & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& -z^{sw}_{ab} |{\cal B}| \le f_{ab}^k \le z^{sw}_{ab} |{\cal B}| & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& 0 \le \xi_{ab}^k \le 1 & \forall k \in {\cal B},\forall ab \in {\cal E}_{sw} \\ +& \sum_{ab \in {\cal T}_k : a = k} f_{ab}^k - \sum_{ab \in {\cal T}_k : b = k} f_{ab}^k + \sum_{ab \in {\cal E}_v^k} \xi_{ab}^k = |{\cal B}| - 1 & \forall k \in {\cal B} \\ +& \sum_{ab \in {\cal T}_{k'} : a = k'} f_{ab}^k - \sum_{ab \in {\cal T}_{k'} : b = k'} f_{ab}^k - \xi_{kk'}^k = -1, \;\;\; \forall k' \ne k & \forall k \in {\cal B} \\ +& y_{ab}^k \le 1 - \xi_{kk'}^k & \forall k' \ne k, ab \in {\cal T}_{k'} \\ +\end{align}\]

source
PowerModelsONM.constraint_isolate_block — Method
constraint_isolate_block(pm::AbstractUnbalancedPowerModel, nw::Int)

constraint to ensure that blocks get properly isolated by open switches by comparing the states of two neighboring blocks. If the neighboring block indicators are not either both 0 or both 1, the switch between them should be OPEN (0)

\[\begin{align*} +& (z^{bl}_{fr} - z^{bl}_{to}) \leq \gamma_{i}\ ~\forall i \in S \\ +& (z^{bl}_{fr} - z^{bl}_{fr}) \geq - \gamma_{i}\ ~\forall i \in S \\ +& z^{bl}_b \leq N_{gen} + N_{strg} + N_{neg load} + \sum_{i \in S \in b} \gamma_i, ~\forall b \in B +\end{align*}\]

where $z^{bl}_{fr}$ and $z^{bl}_{to}$ are the indicator variables for the blocks on either side of switch $i$.

source
PowerModelsONM.constraint_isolate_block_traditional — Method
constraint_isolate_block_traditional(pm::AbstractUnbalancedPowerModel, nw::Int)

Constraint to simulate block isolation constraint in the traditional mld problem

\[\begin{align} +& z^{bus}_{fr} - z^{bus}_{to} \leq (1-\gamma_i), ~\forall i \in S \\ +& z^{bus}_{fr} - z^{bus}_{to} \geq -(1-\gamma_i), ~\forall i \in S \\ +& z^{d}_i \leq z^{d}_j, ~\forall (i,j) \in D \in B \\ +& z^{d}_i \leq z^{bus}_j, ~\forall i \in D \in B, ~i \in j \in V \in B \\ +& z^{bus}_i \leq z^{bus}_j, ~\forall (i,j) \in V \in B \\ +& z^{bl}_b \leq N_{gen} + N_{strg} + N_{neg load} + \sum_{i \in S \in {b \in B}} \gamma_i, ~\forall b \in B +\end{align}\]

source
PowerModelsONM.constraint_mc_generator_power_block_on_off — Method
constraint_mc_generator_power_block_on_off(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    pmin::Vector{<:Real},
+    pmax::Vector{<:Real},
+    qmin::Vector{<:Real},
+    qmax::Vector{<:Real}
+)

Generic block mld on/off constraint for generator power

\[\begin{align} +S_i \geq z^{bl}_b S^{lb}_i, i \in {b \in B} \\ +S_i \leq z^{bl}_b S^{ub}_i, i \in {b \in B} +\end{align}\]

source
PowerModelsONM.constraint_mc_generator_power_traditional_on_off — Method
constraint_mc_generator_power_traditional_on_off(pm::AbstractUnbalancedPowerModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, qmin::Vector{<:Real}, qmax::Vector{<:Real})

Generic traditional mld on/off constraint for generator power

\[\begin{align} +S_i \geq z^{gen}_i S^{lb}_i \\ +S_i \leq z^{gen}_i S^{ub}_i +\end{align}\]

source
PowerModelsONM.constraint_mc_storage_block_on_off — Method
constraint_mc_storage_block_on_off(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    pmin::Real,
+    pmax::Real,
+    qmin::Real,
+    qmax::Real,
+    charge_ub::Real,
+    discharge_ub::Real
+)

block on/off constraint for storage

\[\begin{align} +\sum_{\substack{c \in \Gamma}} S_{i,c} \geq z^{bl}_b S^{lb}_i, i \in {b \in B} \\ +\sum_{\substack{c \in \Gamma}} S_{i,c} \leq z^{bl}_b S^{ub}_i, i \in {b \in B} +\end{align}\]

source
PowerModelsONM.constraint_mc_storage_phase_unbalance — Method
constraint_mc_storage_phase_unbalance(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    unbalance_factor::Real
+)

Enforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor

\[S^{strg}_{i,c} \geq S^{strg}_{i,d} - f^{unbal} \left( -d^{on}_i S^{strg}_{i,d} + c^{on}_i S^{strg}_{i,d} \right) \forall c,d \in C +S^{strg}_{i,c} \leq S^{strg}_{i,d} + f^{unbal} \left( -d^{on}_i S^{strg}_{i,d} + c^{on}_i S^{strg}_{i,d} \right) \forall c,d \in C\]

source
PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following — Method
constraint_mc_storage_phase_unbalance_grid_following(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    unbalance_factor::Real
+)

Enforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor on grid-following inverters only. Requires z_inverter variable

\[S^{strg}_{i,c} \geq S^{strg}_{i,d} - f^{unbal} \left( -d^{on}_i S^{strg}_{i,d} + c^{on}_i S^{strg}_{i,d} \right) \forall c,d \in C +S^{strg}_{i,c} \leq S^{strg}_{i,d} + f^{unbal} \left( -d^{on}_i S^{strg}_{i,d} + c^{on}_i S^{strg}_{i,d} \right) \forall c,d \in C\]

source
PowerModelsONM.constraint_mc_storage_traditional_on_off — Method
constraint_mc_storage_traditional_on_off(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    pmin::Real,
+    pmax::Real,
+    qmin::Real,
+    qmax::Real,
+    charge_ub::Real,
+    discharge_ub::Real
+)

Traditional on/off constraint for storage

\[\begin{align} +\sum_{\substack{c \in \Gamma}} S_{i,c} \geq z^{strg}_i S^{lb}_i \\ +\sum_{\substack{c \in \Gamma}} S_{i,c} \leq z^{strg}_i S^{ub}_i +\end{align}\]

source
PowerModelsONM.constraint_mc_switch_power_open_close — Method
constraint_mc_switch_power_open_close(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    f_bus::Int,
+    t_bus::Int,
+    f_connections::Vector{Int},
+    t_connections::Vector{Int}
+)

generic switch power open/closed constraint

\[\begin{align} +& S^{sw}_{i,c} \leq S^{swu}_{i,c} z^{sw}_i\ \forall i \in S,\forall c \in C \\ +& S^{sw}_{i,c} \geq -S^{swu}_{i,c} z^{sw}_i\ \forall i \in S,\forall c \in C +\end{align}\]

source
PowerModelsONM.constraint_radial_topology — Method
constraint_radial_topology(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)

Constraint to enforce a radial topology

See 10.1109/TSG.2020.2985087

\[\begin{align} +\mathbf{\beta} \in \mathbf{\Omega} \\ +\alpha_{ij} \leq \beta_{ij},\forall(i,j) \in L \\ +\sum_{\substack{(j,i_r)\in L}}f^{k}_{ji_r} - \sum_{\substack{(i_r,j)\in L}}f^{k}_{i_rj}=-1,~\forall k \in N\setminus i_r \\ +\sum_{\substack{(j,k)\in L}}f^{k}_{jk} - \sum_{\substack{(k,j)\in L}}f^k_{kj} = 1,~\forall k \in N\setminus i_r \\ +\sum_{\substack{(j,i)\in L}}f^k_{ji}-\sum_{\substack{(i,j)\in L}}f^k_{ij}=0,~\forall k \in N\setminus i_r,\forall i \in N\setminus {i_r,k} \\ +0 \leq f^k_{ij} \leq \lambda_{ij},0 \leq f^k_{ji} \leq \lambda_{ji},\forall k \in N\setminus i_r,\forall(i,j)\in L \\ +\sum_{\substack{(i,j)\in L}}\left(\lambda_{ij} + \lambda_{ji} \right ) = \left | N \right | - 1 \\ +\lambda_{ij} + \lambda_{ji} = \beta_{ij},\forall(i,j)\in L \\ +\lambda_{ij},\lambda_{ji}\in\left \{ 0,1 \right \},\forall(i,j)\in L +\end{align}\]

source
PowerModelsONM.constraint_storage_complementarity_mi_block_on_off — Method
constraint_storage_complementarity_mi_block_on_off(
+    pm::AbstractUnbalancedPowerModel,
+    n::Int,
+    i::Int,
+    charge_ub::Real,
+    discharge_ub::Real
+)

Nonlinear storage complementarity mi constraint for block mld problem.

math``` \begin{align} c^{on}i * d^{on}i == z^{bl}b, i \in {b \in B} \ +c^{on}i c^{ub}i \geq ci \ +d^{on}i d^{ub}i \geq d_i \end{align} ```

source
PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off — Method
constraint_storage_complementarity_mi_traditional_on_off(
+    pm::AbstractUnbalancedPowerModel,
+    n::Int,
+    i::Int,
+    charge_ub::Real,
+    discharge_ub::Real
+)

Nonlinear storage complementarity mi constraint for traditional mld problem.

math``` \begin{align} c^{on}i d^{on}i = z^{strg}i \ +c^{on}i c^{ub}i \geq ci \ +d^{on}i d^{ub}i \geq d_i \end{align} ```

source
PowerModelsONM.constraint_switch_close_action_limit — Method
constraint_switch_close_action_limit(pm::AbstractUnbalancedPowerModel, nw_1::Int, nw_2::Int)

Constraint for maximum allowed switch close actions between time steps, as defined by ref(pm, nw, :switch_close_actions_ub)

\[\begin{align} +\Delta^{\gamma}_i, ~\forall i \in S & \\ +\gamma^{t}_i, ~\forall i \in S, ~\forall t \in T & \\ +\gamma^{t_1,t_2}_i, ~\forall i \in S, ~\forall (t_1,t_2) \in T & \\ +s.t. & \\ +& \gamma^{t_1,t_2}_i \geq 0 \\ +& \gamma^{t_1,t_2}_i \geq \gamma^{t_2}_i + \gamma^{t_1}_i - 1 \\ +& \gamma^{t_1,t_2}_i \leq \gamma{t_1}_i \\ +& \gamma^{t_1,t_2}_i \leq \gamma{t_2}_i \\ +& \Delta^{\gamma}_i \geq \gamma^{t_2}+i - \gamma^{t_1,t_2}_i \\ +& \Delta^{\gamma}_i \geq \gamma^{t_2}+i + \gamma^{t_1,t_2}_i \\ +& \sum_{\substack{i \in S}} \Delta^{\gamma}_i \leq N_{\gamma=1}^{ub} +\end{align}\]

source
PowerModelsONM.constraint_switch_close_action_limit — Method
constraint_switch_close_action_limit(pm::AbstractUnbalancedPowerModel, nw::Int)

Constraint for maximum allowed switch close actions in a single time step, as defined by ref(pm, nw, :switch_close_actions_ub)

\[\begin{align} +\Delta^{\gamma}_i,~\forall i \in S & \\ +s.t. & \\ +& \Delta^{\gamma}_i \geq \gamma \left( 1 - \gamma_0 \right) \\ +& \Delta^{\gamma}_i \geq -\gamma \left( 1 - \gamma_0 \right) \\ +& \sum_{\substack{i \in S}} \Delta^{\gamma}_i \leq N_{\gamma=1}^{ub} +\end{align}\]

source
PowerModelsONM.constraint_mc_power_balance_shed_block — Method
constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for block load shed problem with transformers (ACPU Form)

source
PowerModelsONM.constraint_mc_power_balance_shed_traditional — Method
constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for traditional load shed problem with transformers (ACPU Form)

source
PowerModelsONM.constraint_mc_switch_voltage_open_close — Method
constraint_mc_switch_state_voltage_open_closed(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})

Linear switch power on/off constraint for ACPU form.

\[\begin{align} +& |V^{fr}_{i,c}| - |V^{to}_{i,c}| \leq \left ( v^u_{i,c} - v^l_{i,c} \right ) \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C \\ +& |V^{fr}_{i,c}| - |V^{to}_{i,c}| \geq -\left ( v^u_{i,c} - v^l_{i,c} \right ) \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C \\ + +\end{align}\]

source
PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off — Method
constraint_mc_transformer_power_yy_on_off(
+    pm::PMD.AbstractUnbalancedACPModel,
+    nw::Int,
+    trans_id::Int,
+    f_bus::Int,
+    t_bus::Int,
+    f_idx::Tuple{Int,Int,Int},
+    t_idx::Tuple{Int,Int,Int},
+    f_connections::Vector{Int},
+    t_connections::Vector{Int},
+    pol::Int,
+    tm_set::Vector{<:Real},
+    tm_fixed::Vector{Bool},
+    tm_scale::Real
+)

Links to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true

\[w_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\]

source
PowerModelsONM.constraint_mc_inverter_theta_ref — Method
constraint_mc_inverter_theta_ref(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, va_ref::Vector{<:Real})

Creates phase angle constraints at reference buses for the ACR formulation

math\begin{align} \Im(V) = \tan(V_a^{ref}) \Re(V) \end{align}

source
PowerModelsONM.constraint_mc_power_balance_shed_block — Method
constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for block load shed problem with transformers (ac-rect form)

source
PowerModelsONM.constraint_mc_power_balance_shed_traditional — Method
constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for traditional load shed problem with transformers (ac-rect form)

source
PowerModelsONM.constraint_mc_switch_voltage_open_close — Method
constraint_mc_switch_voltage_open_close(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})

nonlinear switch power on/off constraint for ac-rect form

\[\begin{align} +& \\ +& +\end{align}\]

source
PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off — Method
constraint_mc_transformer_power_yy_block_on_off(
+    pm::PMD.AbstractUnbalancedACRModel,
+    nw::Int,
+    trans_id::Int,
+    f_bus::Int,
+    t_bus::Int,
+    f_idx::Tuple{Int,Int,Int},
+    t_idx::Tuple{Int,Int,Int},
+    f_connections::Vector{Int},
+    t_connections::Vector{Int},
+    pol::Int,
+    tm_set::Vector{<:Real},
+    tm_fixed::Vector{Bool},
+    tm_scale::Real
+)

Links to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true

source
PowerModelsONM.constraint_mc_generator_power_block_on_off — Method
constraint_mc_generator_power_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, ::Vector{<:Real}, ::Vector{<:Real})

on/off block constraint for generators for NFA model

source
PowerModelsONM.constraint_mc_generator_power_traditional_on_off — Method
constraint_mc_generator_power_traditional_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, ::Vector{<:Real}, ::Vector{<:Real})

on/off traditional constraint for generators for NFAU form

source
PowerModelsONM.constraint_mc_power_balance_shed_block — Method
constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for block load shed problem with transformers (NFAU Form)

source
PowerModelsONM.constraint_mc_power_balance_shed_traditional — Method
constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for traditional load shed problem with transformers (NFAU Form)

source
PowerModelsONM.constraint_mc_storage_block_on_off — Method
constraint_mc_storage_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Real, pmax::Real, ::Real, ::Real, ::Real, ::Real)

block on/off constraint for storage in NFAU Form.

source
PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following — Method
constraint_mc_storage_phase_unbalance_grid_following(
+    pm::AbstractUnbalancedPowerModel,
+    nw::Int,
+    i::Int,
+    connections::Vector{Int},
+    unbalance_factor::Real
+)

Enforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor on grid-following inverters only. Requires z_inverter variable. Variant for Active Power Only models.

\[S^{strg}_{i,c} \geq S^{strg}_{i,d} - f^{unbal} \left( -d^{on}_i S^{strg}_{i,d} + c^{on}_i S^{strg}_{i,d} \right) \forall c,d \in C\]

source
PowerModelsONM.constraint_mc_switch_power_open_close — Method
constraint_mc_switch_power_open_close(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})

Linear switch power on/off constraint for Active Power Only Models. If relax, an indicator constraint is used.

\[\begin{align} +& P^{sw}_{i,c} \leq P^{swu}_{i,c} z^{sw}_i\ \forall i \in P,\forall c \in C \\ +& P^{sw}_{i,c} \geq -P^{swu}_{i,c} z^{sw}_i\ \forall i \in P,\forall c \in C +\end{align}\]

source
PowerModelsONM.constraint_mc_load_power_block_on_off — Method
constraint_mc_load_power(pm::LPUBFDiagModel, load_id::Int; nw::Int=nw_id_default, report::Bool=true)

Delta/voltage-dependent load models for LPUBFDiagModel. Delta loads use the auxilary power variable (X). The constant current load model is derived by linearizing around the flat-start voltage solution.

\[\begin{align} +&\text{Constant power:} \Rightarrow P_i^d = P_i^{d0},~Q_i^d = Q_i^{d0} ~\forall i \in L \\ +&\text{Constant impedance (Wye):} \Rightarrow P_i^d = a_i \cdot w_i,~Q_i^d = b_i \cdot w_i ~\forall i \in L \\ +&\text{Constant impedance (Delta):} \Rightarrow P_i^d = 3\cdot a_i \cdot w_i,~Q_i^d = 3\cdot b_i \cdot w_i ~\forall i \in L \\ +&\text{Constant current (Wye):} \Rightarrow P_i^d = \frac{a_i}{2}\cdot \left( 1+w_i \right),~Q_i^d = \frac{b_i}{2}\cdot \left( 1+w_i \right) \forall i \in L \\ +&\text{Constant current (Delta):} \Rightarrow P_i^d = \frac{\sqrt{3} \cdot a_i}{2}\cdot \left( 1+w_i \right),~Q_i^d = \frac{\sqrt{3} \cdot b_i}{2}\cdot \left( 1+w_i \right) \forall i \in L +\end{align}\]

source
PowerModelsONM.constraint_mc_load_power_block_scenario — Method
constraint_mc_load_power(pm::PMD.LPUBFDiagModel, load_id::Int, scen::Int; nw::Int=nw_id_default, report::Bool=true)

Load models for LPUBFDiagModel (similar to PMD.constraintmcload_power) for robust mld problem. The constraints are different for each scenario.

source
PowerModelsONM.constraint_mc_load_power_traditional_on_off — Method
constraint_mc_load_power(pm::LPUBFDiagModel, load_id::Int; nw::Int=nw_id_default, report::Bool=true)

Delta/voltage-dependent load models for LPUBFDiagModel. Delta loads use the auxilary power variable (X). The constant current load model is derived by linearizing around the flat-start voltage solution.

\[\begin{align} +&\text{Constant power:} \Rightarrow P_i^d = P_i^{d0},~Q_i^d = Q_i^{d0} ~\forall i \in L \\ +&\text{Constant impedance (Wye):} \Rightarrow P_i^d = a_i \cdot w_i,~Q_i^d = b_i \cdot w_i ~\forall i \in L \\ +&\text{Constant impedance (Delta):} \Rightarrow P_i^d = 3\cdot a_i \cdot w_i,~Q_i^d = 3\cdot b_i \cdot w_i ~\forall i \in L \\ +&\text{Constant current (Wye):} \Rightarrow P_i^d = \frac{a_i}{2}\cdot \left( 1+w_i \right),~Q_i^d = \frac{b_i}{2}\cdot \left( 1+w_i \right) \forall i \in L \\ +&\text{Constant current (Delta):} \Rightarrow P_i^d = \frac{\sqrt{3} \cdot a_i}{2}\cdot \left( 1+w_i \right),~Q_i^d = \frac{\sqrt{3} \cdot b_i}{2}\cdot \left( 1+w_i \right) \forall i \in L +\end{align}\]

source
PowerModelsONM.constraint_mc_power_balance_shed_block — Method
constraint_mc_power_balance_shed_block(pm::PMD.LPUBFDiagModel, nw::Int, i::Int,
+    terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},
+    bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},
+    bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}
+)

KCL for block load shed problem with transformers (LinDistFlow Form)

source
PowerModelsONM.constraint_mc_power_balance_shed_traditional — Method
constraint_mc_power_balance_shed_traditional(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})

KCL for traditional load shed problem with transformers (LinDistFlow Form)

source
PowerModelsONM.constraint_mc_storage_losses_block_on_off — Method
constraint_mc_storage_losses_block_on_off(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)

Neglects the active and reactive loss terms associated with the squared current magnitude.

source
PowerModelsONM.constraint_mc_switch_voltage_open_close — Method
constraint_mc_switch_voltage_open_close(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})

Linear switch power on/off constraint for LPUBFDiagModel.

\[\begin{align} +& w^{fr}_{i,c} - w^{to}_{i,c} \leq \left ( v^u_{i,c} \right )^2 \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C \\ +& w^{fr}_{i,c} - w^{to}_{i,c} \geq -\left ( v^u_{i,c}\right )^2 \left ( 1 - z^{sw}_i \right )\ \forall i \in S,\forall c \in C +\end{align}\]

source
PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off — Method
constraint_mc_transformer_power_yy_block_on_off(
+    pm::PMD.LPUBFDiagModel,
+    nw::Int,
+    trans_id::Int,
+    f_bus::Int,
+    t_bus::Int,
+    f_idx::Tuple{Int,Int,Int},
+    t_idx::Tuple{Int,Int,Int},
+    f_connections::Vector{Int},
+    t_connections::Vector{Int},
+    pol::Int,
+    tm_set::Vector{<:Real},
+    tm_fixed::Vector{Bool},
+    tm_scale::Real
+)

Links to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true

\[w_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\]

source
PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off — Method
constraint_mc_transformer_power_yy_traditional_on_off(pm::PMD.LPUBFDiagModel, nw::Int, trans_id::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, pol::Int, tm_set::Vector{<:Real}, tm_fixed::Vector{Bool}, tm_scale::Real)
+
+Links to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true

\[w_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\]

source
PowerModelsONM.constraint_mc_bus_voltage_block_on_off — Method
constraint_mc_bus_voltage_block_on_off(pm::PMD.AbstractUnbalancedWModels, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})

Redirects to constraint_mc_bus_voltage_magnitude_sqr_block_on_off for AbstractUnbalancedWModels

source
PowerModelsONM.constraint_mc_inverter_theta_ref — Method
constraint_mc_inverter_theta_ref(pm::PMD.AbstractUnbalancedPolarModels, nw::Int, i::Int, va_ref::Vector{<:Real})

Phase angle constraints at reference buses for the Unbalanced Polar models

math\begin{align*} V_a - V^{ref}_a \leq 60^{\circ} * (1-\sum{z_{inv}}) V_a - V^{ref}_a \geq -60^{\circ} * (1-\sum{z_{inv}}) \end{align*}

source
PowerModelsONM.constraint_mc_switch_open_voltage_distance — Method
constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedPolarModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)

Constraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for Polar models math``` \begin{align} |V{i,\phi}|-|V{j,\phi}| &\leq \overline{\delta}^{|V|}{k} + \tau^{|V|}{k,\phi}, \; \; & \forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + -\left[|V{i,\phi}|-|V{j,\phi}|\right] &\leq \overline{\delta}^{|V|}{k} + \tau^{|V|}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + \angle V{i,\phi}-\angle V{j,\phi} &\leq \overline{\delta}^{\angle V}{k} + \tau^{\angle V}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + -\left[\angle V{i,\phi}-\angle V{j,\phi}\right] &\leq \overline{\delta}^{\angle V}{k} + \tau^{\angle V}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \end{align}


+math```
+\begin{align}
+        \tau^{V}_{k,\phi} = \left(\frac{\tau^{|V|}_{k,\phi}}{\overline{\delta}^{|V|}_{k,\phi}}\right)^2 +\left(\frac{\tau^{\angle V}_{k,\phi}}{\overline{\delta}^{\angle V}_{k,\phi}}\right)^2, \; \; \forall (i,j,k) \in {\cal E}_{sw}^{\mathrm{open}},\forall \phi \in \Phi
+\end{align}
source
PowerModelsONM.constraint_mc_switch_open_voltage_distance — Method
constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedRectangularModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)

Constraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for Rectangular models math``` \begin{align} \sqrt{\Re{V{i,\phi}}^2 + \Im{V{i,\phi}}^2}-\sqrt{\Re{V{j,\phi}}^2 + \Im{V{j,\phi}}^2} &\leq \overline{\delta}^{|V|}{k} + \tau^{|V|}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + -\left[\sqrt{\Re{V{i,\phi}}^2 + \Im{V{i,\phi}}^2}-\sqrt{\Re{V{j,\phi}}^2 + \Im{V{j,\phi}}^2}\right] &\leq \overline{\delta}^{|V|}{k} + \tau^{|V|}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + \arctan{\left(\frac{\Im{V{i,\phi}}}{\Re{V{i,\phi}}}\right)}-\arctan{\left(\frac{\Im{V{j,\phi}}}{\Re{V{j,\phi}}}\right)} &\leq \overline{\delta}^{\angle V}{k} + \tau^{\angle V}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + -\left[\arctan{\left(\frac{\Im{V{i,\phi}}}{\Re{V{i,\phi}}}\right)}-\arctan{\left(\frac{\Im{V{j,\phi}}}{\Re{V{j,\phi}}}\right)}\right] &\leq \overline{\delta}^{\angle V}{k} + \tau^{\angle V}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \end{align}


+math```
+\begin{align}
+        \tau^{V}_{k,\phi} = \left(\frac{\tau^{|V|}_{k,\phi}}{\overline{\delta}^{|V|}_{k,\phi}}\right)^2 +\left(\frac{\tau^{\angle V}_{k,\phi}}{\overline{\delta}^{\angle V}_{k,\phi}}\right)^2, \; \; \forall (i,j,k) \in {\cal E}_{sw}^{\mathrm{open}},\forall \phi \in \Phi
+\end{align}
+
source
PowerModelsONM.constraint_mc_switch_open_voltage_distance — Method
constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedWModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)

Constraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for W models

math``` \begin{align} w{i,\phi} - w{j,\phi} &\leq \left(\overline{\delta}^{|V|}{k}\right)^2 + \tau^{w}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \ + -\left[w{i,\phi} - w{j,\phi}\right] &\leq \left(\overline{\delta}^{|V|}{k}\right)^2 + \tau^{w}{k,\phi}, \; \; &\forall (i,j,k) \in {\cal E}{sw}^{\mathrm{open}},\forall \phi \in \Phi \end{align}


+math```
+\begin{align}
+        \tau^{V}_{k,\phi} = \frac{\upsilon^{w}_{k,\phi}}{\left(\overline{\delta}^{|V|}_{k}\right)^2}, \; \; \forall (i,j,k) \in {\cal E}_{sw}^{\mathrm{open}},\forall \phi \in \Phi
+\end{align}

where

math``` \begin{align} \upsilon^{w}{k,\phi} \geq 2 (\underline{\tau}^{|V|}{k})^2 \tau^{w}{k,\phi} - (\underline{\tau}^{|V|}{k})^4 \ + \upsilon^{w}{k,\phi} \geq 2 (\overline{\tau}^{|V|}{k})^2 \tau^{w}{k,\phi} - (\overline{\tau}^{|V|}{k})^4 \ + \upsilon^{w}{k,\phi} \leq \left((\overline{\tau}^{|V|}{k})^2 + (\underline{\tau}^{|V|}{k})^2\right) \tau^{w}{k,\phi} - (\overline{\tau}^{|V|}{k})^2(\underline{\tau}^{|V|}{k})^2 \ +\end{align} ```

source
PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off — Method
constraint_mc_transformer_power_yy_block_on_off(
+    pm::PMD.AbstractUnbalancedACRModel,
+    nw::Int,
+    trans_id::Int,
+    f_bus::Int,
+    t_bus::Int,
+    f_idx::Tuple{Int,Int,Int},
+    t_idx::Tuple{Int,Int,Int},
+    f_connections::Vector{Int},
+    t_connections::Vector{Int},
+    pol::Int,
+    tm_set::Vector{<:Real},
+    tm_fixed::Vector{Bool},
+    tm_scale::Real
+)

Links to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true

source

Objectives

PowerModelsONM.objective_mc_min_storage_utilization — Method
objective_mc_min_storage_utilization(pm::AbstractUnbalancedPowerModel)

Minimizes the amount of storage that gets utilized in favor of using all available generation first

\[\begin{align*} +\mbox{minimize: } & \\ +& \sum_{\substack{e \in E,t \in T}} \epsilon^{ub}_{e} - \epsilon_{e,t} \\ +\end{align*}\]

source
PowerModelsONM.objective_min_shed_load_block — Method
objective_min_shed_load_block(pm::AbstractUnbalancedPowerModel)

Minimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_block_rolling_horizon is that the sum over the switches in line 2 of the objective is optional, as determined by user inputs in the model, i.e., enable_switch_state_open_cost (default: false), and disable-switch-state-change-cost (default: false).

```math \begin{align} \mbox{minimize: } & \ +& \sum{\substack{b \in B,t \in T}} W^{bl}{b,t} \left(1 - z^{bl}{b,t} \right) \ +& + \sum{\substack{s \in S,t \in T}} \left[ W^{sw}{s,t} \left(1 - \gamma{s,t} \right )) + W^{\Delta^{\gamma}}{s,t}\Delta^{\gamma}{s,t}\right ]\ +& + \sum{\substack{e \in E,t \in T}} \epsilon^{ub}{e} - \epsilon{e,t} \ +& + \sum{\substack{g \in G,t \in T}} f1 P{g,t} + f_0 \end{align}```

source
PowerModelsONM.objective_min_shed_load_block_rolling_horizon — Method
objective_min_shed_load_block_rolling_horizon(pm::AbstractUnbalancedPowerModel)

Minimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_block is that the sum over the switches in line 2 of the objective is non-optional.

```math \begin{align} \mbox{minimize: } & \ +& \sum{\substack{b \in B,t \in T}} W^{bl}{b,t} \left(1 - z^{bl}{b,t} \right) \ +& + \sum{\substack{s \in S,t \in T}} \left[ W^{sw}{s,t} \left(1 - \gamma{s,t} \right )) + W^{\Delta^{\gamma}}{s,t}\Delta^{\gamma}{s,t}\right ]\ +& + \sum{\substack{e \in E,t \in T}} \epsilon^{ub}{e} - \epsilon{e,t} \ +& + \sum{\substack{g \in G,t \in T}} f1 P{g,t} + f_0 \end{align}```

source
PowerModelsONM.objective_min_shed_load_traditional — Method
objective_min_shed_load_traditional(pm::AbstractUnbalancedPowerModel)

Minimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_traditional_rolling_horizon is that the sum over the switches in line 2 of the objective is optional, as determined by user inputs in the model, i.e., enable_switch_state_open_cost (default: false), and disable-switch-state-change-cost (default: false).

\[\begin{align*} +\mbox{minimize: } & \\ +& \sum_{\substack{l \in L,t \in T}} W^{d}_{l,t} \left(1 - z^{d}_{l,t} \right) \\ +& + \sum_{\substack{s \in S,t \in T}} \left[ W^{sw}_{s,t} \left(1 - \gamma_{s,t} \right )) + W^{\Delta^{\gamma}}_{s,t}\Delta^{\gamma}_{s,t}\right ]\\ +& + \sum_{\substack{e \in E,t \in T}} \epsilon^{ub}_{e} - \epsilon_{e,t} \\ +& + \sum_{\substack{g \in G,t \in T}} f_1 P_{g,t} + f_0 +\end{align*}\]

source
PowerModelsONM.objective_min_shed_load_traditional_rolling_horizon — Method
objective_min_shed_load_traditional_rolling_horizon(pm::AbstractUnbalancedPowerModel)

Minimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_traditional is that the sum over the switches in line 2 of the objective is non-optional.

\[\begin{align*} +\mbox{minimize: } & \\ +& \sum_{\substack{l \in L,t \in T}} W^{d}_{l,t} \left(1 - z^{d}_{l,t} \right) \\ +& + \sum_{\substack{s \in S,t \in T}} \left[ W^{sw}_{s,t} \left(1 - \gamma_{s,t} \right )) + W^{\Delta^{\gamma}}_{s,t}\Delta^{\gamma}_{s,t}\right ]\\ +& + \sum_{\substack{e \in E,t \in T}} \epsilon^{ub}_{e} - \epsilon_{e,t} \\ +& + \sum_{\substack{g \in G,t \in T}} f_1 P_{g,t} + f_0 +\end{align*}\]

source

Ref extensions

diff --git a/v3.5.1/schemas/input-events.schema.html b/v3.5.1/schemas/input-events.schema.html new file mode 100644 index 00000000..8f30791a --- /dev/null +++ b/v3.5.1/schemas/input-events.schema.html @@ -0,0 +1,376 @@ + + + + + + events.schema · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
+
+ + +
+ +
+ + diff --git a/v3.5.1/schemas/input-events.schema.iframe.html b/v3.5.1/schemas/input-events.schema.iframe.html new file mode 100644 index 00000000..c8f81eb8 --- /dev/null +++ b/v3.5.1/schemas/input-events.schema.iframe.html @@ -0,0 +1,14 @@ + Events

Events

Type: array of object

A list of events, ordered (i.e., later events will overwrite earlier ones if there is a conflict), that can either be a switching action, or a fault.

Must contain a minimum of 0 items

No Additional Items

Each item of this array must be:

root root items
Type: object

Event definition

 No Additional Properties

root root items timestep
Type: string, integer or number

Timestep, in string, integer, or float, that identifies the timestep at which this event is applied.

Must match regular expression: ^\d+\.*\d*

root root items event_type
Type: enum (of string)

The type of event (switch or fault)

Must be one of:

  • "fault"
  • "switch"

root root items affected_asset
Type: string

The asset that is being affected by the event

Must match regular expression: ^[Ll][Ii][Nn][Ee]\..+$

Must be at least 5 characters long

root root items event_data

The event data

root root items event_data anyOf item 0
Type: object

Switch event data

 No Additional Properties

root root items event_data anyOf item 0 type
Type: string

Type of switch, e.g., "fuse", "breaker", "recloser", etc.

root root items event_data anyOf item 0 state
Type: enum (of string)

What is the state of the switch, "open" or "closed"? Only used if "event_type" is "switch".

Must be one of:

  • "open"
  • "closed"
  • "OPEN"
  • "CLOSED"

root root items event_data anyOf item 0 dispatchable
Type: enum (of boolean or string) Default: false

Is the affected object dispatchable? (i.e., can be opened or closed), default is false

Must be one of:

  • "YES"
  • "NO"
  • "yes"
  • "no"
  • true
  • false

root root items event_data anyOf item 0 status
Type: enum (of integer or string) Default: 1

Status of the object, if 0, completely outaged from the model. Default 1.

Must be one of:

  • 0
  • 1
  • "DISABLED"
  • "ENABLED"
  • "enabled"
  • "disabled"
root root items event_data anyOf item 1
Type: object

Fault event data

 No Additional Properties

root root items event_data anyOf item 1 duration_ms
Type: numberFormat: float

Duration of a fault, in milliseconds, -1 ==> permanent fault

Value must be greater or equal to -1


Example:

[
+    {
+        "timestep": 1,
+        "event_type": "switch",
+        "affected_asset": "line.switch_name",
+        "event_data": {
+            "type": "breaker",
+            "state": "open",
+            "dispatchable": false,
+            "status": 1
+        }
+    }
+]
+
\ No newline at end of file diff --git a/v3.5.1/schemas/input-faults.schema.html b/v3.5.1/schemas/input-faults.schema.html new file mode 100644 index 00000000..b2ec0335 --- /dev/null +++ b/v3.5.1/schemas/input-faults.schema.html @@ -0,0 +1,376 @@ + + + + + + faults.schema · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
+
+ + +
+ +
+ + diff --git a/v3.5.1/schemas/input-faults.schema.iframe.html b/v3.5.1/schemas/input-faults.schema.iframe.html new file mode 100644 index 00000000..f188c7d9 --- /dev/null +++ b/v3.5.1/schemas/input-faults.schema.iframe.html @@ -0,0 +1,52 @@ + Faults

Faults

Type: object

Objects that define faults for running a sequence of fault studies. Fault objects are shunt-like objects with admittance (conductance and susceptance) defined, and the phase connections to which the admittance matrix is applied.
Example:

{
+    "701": {
+        "3p": {
+            "1": {
+                "name": "1",
+                "g": [
+                    [
+                        200,
+                        -100,
+                        -100
+                    ],
+                    [
+                        -100,
+                        200,
+                        -100
+                    ],
+                    [
+                        -100,
+                        -100,
+                        200
+                    ]
+                ],
+                "status": "ENABLED",
+                "connections": [
+                    1,
+                    2,
+                    3
+                ],
+                "b": [
+                    [
+                        0,
+                        0,
+                        0
+                    ],
+                    [
+                        0,
+                        0,
+                        0
+                    ],
+                    [
+                        0,
+                        0,
+                        0
+                    ]
+                ],
+                "fault_type": "3p",
+                "bus": "701"
+            }
+        }
+    }
+}
+

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root ^.+$
Type: object

Bus on which the faults apply

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^[3p|3pg|ll|llg|lg]$
root ^.+$ ^[3p|3pg|ll|llg|lg]$
Type: object

collection of faults of type {}

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^\d+$
root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$
Type: object

enumerated faults in case there are more than one fault of the same type on the same bus

 No Additional Properties

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ name
Type: string

Name of the fault

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ connections
Type: array of integer

Connections over which the fault applies

 No Additional Items

Each item of this array must be:

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ connections connections items
Type: integer

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ g
Type: array of array

conductance matrix of size (len(connections),len(connections))

 No Additional Items

Each item of this array must be:

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ g g items
Type: array of number

row vector

 No Additional Items

Each item of this array must be:

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ g g items g items items
Type: number

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ b
Type: array of array

susceptance matrix of size (len(connections),len(connections). Usually all zeros.

 No Additional Items

Each item of this array must be:

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ b b items
Type: array of number

row vector

 No Additional Items

Each item of this array must be:

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ b b items b items items
Type: number

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault_type
Type: enum (of string)

Type of fault, i.e., 3-phase (3p), 3-phase-grounded (3pg), line-to-line (ll), line-to-line-to-ground (llg), or line-to-ground (lg)

Must be one of:

  • "3p"
  • "3pg"
  • "ll"
  • "llg"
  • "lg"

root ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ status
Type: enum (of string)

status of the fault, i.e. is the fault active or not

Must be one of:

  • "ENABLED"
  • "DISABLED"
\ No newline at end of file diff --git a/v3.5.1/schemas/input-inverters.schema.html b/v3.5.1/schemas/input-inverters.schema.html new file mode 100644 index 00000000..74f7de2a --- /dev/null +++ b/v3.5.1/schemas/input-inverters.schema.html @@ -0,0 +1,2 @@ + +Inverters Schema · PowerModelsONM diff --git a/v3.5.1/schemas/input-runtime_arguments.schema.html b/v3.5.1/schemas/input-runtime_arguments.schema.html new file mode 100644 index 00000000..482c1184 --- /dev/null +++ b/v3.5.1/schemas/input-runtime_arguments.schema.html @@ -0,0 +1,376 @@ + + + + + + runtime-arguments.schema · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
+
+ + +
+ +
+ + diff --git a/v3.5.1/schemas/input-runtime_arguments.schema.iframe.html b/v3.5.1/schemas/input-runtime_arguments.schema.iframe.html new file mode 100644 index 00000000..122f89d2 --- /dev/null +++ b/v3.5.1/schemas/input-runtime_arguments.schema.iframe.html @@ -0,0 +1,11 @@ + Runtime arguments

Runtime arguments

Type: object

The allowed runtime arguments for PowerModelsONM's entrypoint.

 No Additional Properties
Example:

{
+    "network": "../test/data/ieee13_feeder.dss",
+    "gurobi": false,
+    "settings": "../test/data/ieee13_settings.json",
+    "faults": "../test/data/ieee13_faults.json",
+    "inverters": "../test/data/ieee13_inverters.json",
+    "events": "../test/data/ieee13_events.json",
+    "log-level": "error",
+    "opt-disp-formulation": "acr"
+}
+

root network
Type: string

The network file path (DSS format)

root settings
Type: string

The path to the settings input file (JSON format)

root events
Type: string

The path to the events input file (JSON format)

root faults
Type: string

The path to the faults input file (JSON format)

root inverters
Type: string

The path to the inverters input file (JSON format)

root output
Type: string

The path to the output file (JSON format)

root gurobi
Type: boolean

deprecated: solvers/useGurobi

root knitro
Type: boolean

deprecated: solvers/useKNITRO

root log-level
Type: enum (of string)

deprecated: options/outputs/log-level

Must be one of:

  • "debug"
  • "info"
  • "warn"
  • "error"

root quiet
Type: boolean

missing

root verbose
Type: boolean

missing

root debug
Type: boolean

missing

root nprocs
Type: integer Default: 1

Number of processors to utilize for parallel computations (Fault studies and Stability Analysis)

root pretty-print
Type: boolean Default: false

deprecated: options/output/pretty-print

root opt-switch-formulation
Type: enum (of string)

deprecated: options/problem/operations-formulation

Must be one of:

  • "lindistflow"
  • "nfa"
  • "fbs"
  • "fot"

root opt-switch-algorithm
Type: enum (of string)

deprecated: options/problem/operations-algorithm

Must be one of:

  • "iterative"
  • "global"

root opt-switch-solver
Type: enum (of string)

deprecated: options/problem/operations-solver

Must be one of:

  • "misocp_solver"
  • "nlp_solver"
  • "minlp_solver"
  • "mip_solver"

root opt-switch-problem
Type: enum (of string)

deprecated: options/problem/operations-problem-type

Must be one of:

  • "traditional"
  • "block"

root opt-disp-formulation
Type: enum (of string)

deprecated: options/problem/dispatch-formulation

Must be one of:

  • "acp"
  • "acr"
  • "lindistflow"
  • "nfa"
  • "fbs"
  • "fot"

root opt-disp-algorithm
Type: enum (of string)

deprecated: missing

Must be one of:

  • "opf"
  • "mld"
  • "oltc"

root opt-disp-solver
Type: enum (of string)

deprecated: options/problem/dispatch-solver

Must be one of:

  • "nlp_solver"
  • "misocp_solver"
  • "minlp_solver"
  • "mip_solver"

root fix-small-numbers
Type: boolean

deprecated: options/data/fix-small-numbers

root disable-switch-penalty
Type: boolean

deprecated: options/objective/disable-switch-state-change-cost

root apply-switch-scores
Type: boolean

deprecated: options/objective/enable-switch-state-open-cost

root disable-radial-constraint
Type: boolean

deprecated: options/constraints/disable-radiality-constraint

root disable-isolation-constraint
Type: boolean

deprecated: options/constraints/disable-block-isolation-constraint

root disable-inverter-constraint
Type: boolean

deprecated: options/constraints/disable-grid-forming-inverter-constraint

root disable-networking
Type: boolean

deprecated: options/constraints/disable-microgrid-networking

root disable-presolver
Type: boolean

deprecated: {solvers/HiGHS/presolve,solvers/Gurobi/Presolve,solvers/KNITRO/presolve}
\ No newline at end of file diff --git a/v3.5.1/schemas/input-settings.schema.html b/v3.5.1/schemas/input-settings.schema.html new file mode 100644 index 00000000..762c9770 --- /dev/null +++ b/v3.5.1/schemas/input-settings.schema.html @@ -0,0 +1,376 @@ + + + + + + settings.schema · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
+
+ + +
+ +
+ + diff --git a/v3.5.1/schemas/input-settings.schema.iframe.html b/v3.5.1/schemas/input-settings.schema.iframe.html new file mode 100644 index 00000000..d64ead12 --- /dev/null +++ b/v3.5.1/schemas/input-settings.schema.iframe.html @@ -0,0 +1,18 @@ + Settings

Settings

Type: object

Network settings to apply to the base network (i.e., all multinetwork timesteps, not a specific one), such as bus voltage bounds, load priorities, cold load pickup, and global settings such as maximum switch actions per timestep and time elapsed per time step.

Additional properties on each object are allowed, but the object types are restricted to those in the ONM model.

 No Additional Properties
Example:

{
+    "switch_close_actions_ub": [
+        1,
+        1,
+        1
+    ],
+    "time_elapsed": [
+        0.1667,
+        0.1667,
+        0.1667
+    ],
+    "load": {
+        "671": {
+            "clpu_factor": 2
+        }
+    }
+}
+

root settings
Type: object

root settings sbase_default
Type: number

root settings vbase_defaults
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root settings vbase_defaults ^.+$
Type: number

root generator
Type: object

generator objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root generator ^.+$
Type: object

generator object

root generator ^.+$ pg_lb
Type: array of number

real power lower bounds in kW

 No Additional Items

Each item of this array must be:

root generator ^.+$ pg_lb pg_lb items
Type: number

root generator ^.+$ pg_ub
Type: array of number

real power upper bounds in kW

 No Additional Items

Each item of this array must be:

root generator ^.+$ pg_ub pg_ub items
Type: number

root generator ^.+$ pg
Type: array of number

real power setpoint in kW

 No Additional Items

Each item of this array must be:

root generator ^.+$ pg pg items
Type: number

root generator ^.+$ qg_lb
Type: array of number

Reactive power lower bounds in kVar

 No Additional Items

Each item of this array must be:

root generator ^.+$ qg_lb qg_lb items
Type: number

root generator ^.+$ qg_ub
Type: array of number

Reactive power upper bounds in kVar

 No Additional Items

Each item of this array must be:

root generator ^.+$ qg_ub qg_ub items
Type: number

root generator ^.+$ qg
Type: array of number

Reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root generator ^.+$ qg qg items
Type: number

root generator ^.+$ control_mode
Type: enum (of string)

The control mode, i.e. FREQUENCYDROOP (grid-following) or ISOCHRONOUS (grid-forming)

Must be one of:

  • "FREQUENCYDROOP"
  • "ISOCHRONOUS"

root generator ^.+$ status
Type: enum (of integer or string)

The status of the generation object, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root generator ^.+$ cost_pg_parameters
Type: array of number

Cost model polynomial or piecewise parameters

 No Additional Items

Each item of this array must be:

root generator ^.+$ cost_pg_parameters cost_pg_parameters items
Type: number

root generator ^.+$ cost_pg_model
Type: integer

Cost model type, 1 = piecewise-linear, 2 = polynomial

root generator ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root solar
Type: object

pv solar objects, indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root solar ^.+$
Type: object

pv solar object

root solar ^.+$ pg_lb
Type: array of number

real power lower bounds in kW

 No Additional Items

Each item of this array must be:

root solar ^.+$ pg_lb pg_lb items
Type: number

root solar ^.+$ pg_ub
Type: array of number

real power upper bounds in kW

 No Additional Items

Each item of this array must be:

root solar ^.+$ pg_ub pg_ub items
Type: number

root solar ^.+$ pg
Type: array of number

real power setpoint in kW

 No Additional Items

Each item of this array must be:

root solar ^.+$ pg pg items
Type: number

root solar ^.+$ qg_lb
Type: array of number

Reactive power lower bounds in kVar

 No Additional Items

Each item of this array must be:

root solar ^.+$ qg_lb qg_lb items
Type: number

root solar ^.+$ qg_ub
Type: array of number

Reactive power upper bounds in kVar

 No Additional Items

Each item of this array must be:

root solar ^.+$ qg_ub qg_ub items
Type: number

root solar ^.+$ qg
Type: array of number

Reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root solar ^.+$ qg qg items
Type: number

root solar ^.+$ control_mode
Type: enum (of string)

The control mode, i.e. FREQUENCYDROOP (grid-following) or ISOCHRONOUS (grid-forming)

Must be one of:

  • "FREQUENCYDROOP"
  • "ISOCHRONOUS"

root solar ^.+$ status
Type: enum (of integer or string)

The status of the generation object, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root solar ^.+$ cost_pg_parameters
Type: array of number

Cost model polynomial or piecewise parameters

 No Additional Items

Each item of this array must be:

root solar ^.+$ cost_pg_parameters cost_pg_parameters items
Type: number

root solar ^.+$ cost_pg_model
Type: integer

Cost model type, 1 = piecewise-linear, 2 = polynomial

root solar ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root voltage_source
Type: object

voltage source objects, indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root voltage_source ^.+$
Type: object

voltage source object

root voltage_source ^.+$ pg_lb
Type: array

real power lower bounds in kW

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ pg_lb pg_lb items
Type: number or null

root voltage_source ^.+$ pg_ub
Type: array

real power upper bounds in kW

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ pg_ub pg_ub items
Type: number or null

root voltage_source ^.+$ pg
Type: array of number

real power setpoint in kW

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ pg pg items
Type: number

root voltage_source ^.+$ qg_lb
Type: array

Reactive power lower bounds in kVar

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ qg_lb qg_lb items
Type: number or null

root voltage_source ^.+$ qg_ub
Type: array

Reactive power upper bounds in kVar

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ qg_ub qg_ub items
Type: number or null

root voltage_source ^.+$ qg
Type: array of number

Reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ qg qg items
Type: number

root voltage_source ^.+$ control_mode
Type: enum (of string)

The control mode, i.e. FREQUENCYDROOP (grid-following) or ISOCHRONOUS (grid-forming)

Must be one of:

  • "FREQUENCYDROOP"
  • "ISOCHRONOUS"

root voltage_source ^.+$ status
Type: enum (of integer or string)

The status of the generation object, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root voltage_source ^.+$ cost_pg_parameters
Type: array of number

Cost model polynomial or piecewise parameters

 No Additional Items

Each item of this array must be:

root voltage_source ^.+$ cost_pg_parameters cost_pg_parameters items
Type: number

root voltage_source ^.+$ cost_pg_model
Type: integer

Cost model type, 1 = piecewise-linear, 2 = polynomial

root voltage_source ^.+$ inverter
Type: enum (of string) Default: "GRID_FORMING"

Must be one of:

  • "GRID_FORMING"
  • "GRID_FOLLOWING"

root storage
Type: object

energy storage objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root storage ^.+$
Type: object

energy storage object

root storage ^.+$ energy_ub
Type: number

upper bound of energy that can be stored in kWhrs

root storage ^.+$ charge_ub
Type: number

upper bound of energy that can be inserted into the battery kW

root storage ^.+$ discharge_ub
Type: number

upper bound of energy that can be withdrawn from the battery in kW

root storage ^.+$ sm_ub
Type: number or null

upper bound on the power in or out of the battery

root storage ^.+$ energy
Type: number

currently stored energy in the battery in kWh

root storage ^.+$ qs_lb
Type: number or null

lower bound of reactive power that can be outputted in kvar

root storage ^.+$ qs_ub
Type: number or null

upper bound of reactive power that can be outputted in kvar

root storage ^.+$ pex
Type: number

real power losses

root storage ^.+$ qex
Type: number

reactive power losses

root storage ^.+$ status
Type: enum (of integer or string)

the status of the asset, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root storage ^.+$ phase_unbalance_ub
Type: number or null

Percent within which power input/output must be on between phases on the storage object

root storage ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root bus
Type: object

bus objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root bus ^.+$
Type: object

bus object

root bus ^.+$ microgrid_id
Type: string

identifier for which microgrid the bus belongs

root bus ^.+$ vm_lb
Type: array of number

the voltage magnitude lower bounds in volts

 No Additional Items

Each item of this array must be:

root bus ^.+$ vm_lb vm_lb items
Type: number

root bus ^.+$ vm_ub
Type: array

the voltage magnitude upper bounds in volts

 No Additional Items

Each item of this array must be:

root bus ^.+$ vm_ub vm_ub items
Type: number or null

root bus ^.+$ vm
Type: array of number

the voltage magnitude setpoint of the bus, useful in cases where the bus should act as a reference, e.g., because a grid-forming inverter is connected

 No Additional Items

Each item of this array must be:

root bus ^.+$ vm vm items
Type: number

root bus ^.+$ va
Type: array of number

the voltage angle setpoint of the bus, useful in cases where the bus should act as a reference, e.g., because a grid-forming inverter is connected

 No Additional Items

Each item of this array must be:

root bus ^.+$ va va items
Type: number

root bus ^.+$ status
Type: enum (of integer or string)

the status of the asset, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root load
Type: object

load objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root load ^.+$
Type: object

load object

root load ^.+$ clpu_factor
Type: number

cold load pickup factor

root load ^.+$ clpu_duration
Type: number

cold load pickup duration in ms

root load ^.+$ dispatchable
Type: enum (of integer or string)

Indicator for whether the load is individually dispatchable (i.e., can the load be shed autonomously, as opposed to only be sheddable via block isolation)

Must be one of:

  • 0
  • 1
  • "YES"
  • "NO"

root load ^.+$ status
Type: enum (of integer or string)

the status of the asset, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root load ^.+$ priority
Type: number

The priority of the load, i.e. a numerical value to indicate how important it is that the load not be shed

root shunt
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root shunt ^.+$
Type: object

root shunt ^.+$ status
Type: enum (of integer or string)

Must be one of:

  • "ENABLED"
  • "DISABLED"
  • 0
  • 1

root line
Type: object

line objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root line ^.+$
Type: object

line object

root line ^.+$ vad_lb
Type: array of number

voltage angle different lower bound in degrees

 No Additional Items

Each item of this array must be:

root line ^.+$ vad_lb vad_lb items
Type: number

root line ^.+$ vad_ub
Type: array of number

voltage angle difference upper bound in degrees

 No Additional Items

Each item of this array must be:

root line ^.+$ vad_ub vad_ub items
Type: number

root line ^.+$ cm_ub
Type: array

upper bounds on line currents in Amps

 No Additional Items

Each item of this array must be:

root line ^.+$ cm_ub cm_ub items
Type: number or null

root line ^.+$ sm_ub
Type: array
No Additional Items

Each item of this array must be:

root line ^.+$ sm_ub sm_ub items
Type: number or null

root line ^.+$ status
Type: enum (of integer or string)

the status of the asset, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root switch
Type: object

switch objects indexed by

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root switch ^.+$
Type: object

switch object

root switch ^.+$ state
Type: enum (of string)

The default state of the switch, i.e., open or closed

Must be one of:

  • "open"
  • "closed"
  • "OPEN"
  • "CLOSED"

root switch ^.+$ dispatchable
Type: enum (of integer or string)

is the switch autonomously operable by the ONM algorithm, i.e., yes (1) or no (2)

Must be one of:

  • 0
  • 1
  • "YES"
  • "NO"

root switch ^.+$ status
Type: enum (of integer or string)

the status of the asset, i.e. enabled (1) or disabled (0)

Must be one of:

  • 0
  • 1
  • "ENABLED"
  • "DISABLED"

root switch ^.+$ cm_ub
Type: array

current magnitude upper bound (normamps)

 No Additional Items

Each item of this array must be:

root switch ^.+$ cm_ub cm_ub items
Type: number or null

root switch ^.+$ sm_ub
Type: array
No Additional Items

Each item of this array must be:

root switch ^.+$ sm_ub sm_ub items
Type: number or null

root switch ^.+$ vm_delta_pu_ub
Type: number Default: null

root switch ^.+$ va_delta_deg_ub
Type: number Default: null

root transformer
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root transformer ^.+$
Type: object

root transformer ^.+$ status
Type: string or integer

root transformer ^.+$ sm_ub
Type: number or null

root transformer ^.+$ cm_ub
Type: number or null

root options
Type: object

root options data
Type: object

root options data time-elapsed
Type: number or array of number

root options data switch-close-actions-ub
Type: number, array or null Default: null

root options data fix-small-numbers
Type: boolean Default: false

root options variables
Type: object

root options variables relax-integer-variables
Type: boolean Default: false

Flag to relax an integer (binary) variables to be continuous

root options variables unbound-voltage
Type: boolean Default: false

Flag to disable the upper bounds on voltage. Voltage magnitudes will still have a lower bound of 0.0

root options variables unbound-line-power
Type: boolean Default: false

Flag to disable bounds on line (branch) power variables

root options variables unbound-line-current
Type: boolean Default: false

Flag to disable bounds on line (branch) current variables

root options variables unbound-switch-power
Type: boolean Default: false

Flag to disable bounds on switch power variables

root options variables unbound-transformer-power
Type: boolean Default: false

Flag to disable bounds on transformer power variables

root options variables unbound-generation-power
Type: boolean Default: false

Flag to disable bounds on gen (generator, solar, voltage_source) power variables

root options variables unbound-storage-power
Type: boolean Default: false

Flag to disable bounds on storage variables, including power, charge, discharge, and energy

root options constraints
Type: object

root options constraints disable-grid-forming-inverter-constraint
Type: boolean Default: false

Flag to disable the grid-forming inverter constraint, which enforces that there be exactly one grid-forming inverter in each energized connected component

root options constraints disable-block-isolation-constraint
Type: boolean Default: false

Flag to disable the block isolation constraint, which requires that switches between load blocks of differing status be open

root options constraints disable-radiality-constraint
Type: boolean Default: false

Flag to disable the radiality constraint, which requires that each energized connected component be radial in its topology (no cycles)

root options constraints disable-microgrid-networking
Type: boolean Default: false

Flag to disable microgrid networking. When enabled, microgrids are allowed to expand (pick up load), but may not network with one another

root options constraints disable-current-limit-constraints
Type: boolean Default: false

Flag to disable current limit constraints (ampacity) on lines and switches

root options constraints disable-thermal-limit-constraints
Type: boolean Default: false

Flag to disable thermal limit constraints (power) on lines, switches, and energy storage

root options constraints disable-switch-close-action-limit
Type: boolean Default: false

Flag to disable the switch close-action limit, which limits the number of closing actions that may occur in a timestep

root options constraints disable-storage-unbalance-constraint
Type: boolean Default: false

Flag to disable the storage unbalance constraint, which requires that grid-following storage devices output power within some factor of one another

root options constraints disable-microgrid-expansion
Type: boolean Default: false

Flag to disable microgrid expansion. When enabled, would prevent microgrids from growing any larger, but not prevent switching actions within the boundary of a microgrid

root options constraints enable-strictly-increasing-restoration-constraint
Type: boolean Default: false

Flag to enable a constraint that requires that load restoration be strictly increasing, that is, load blocks once energized cannot be de-energized in a later timestep

root options constraints disable-switch-open-voltage-distance-constaint
Type: boolean Default: true

Flag to disable a constraint that encourages voltages on either side of OPEN switches remain with some distance of each other

root options constraints disable-grid-forming-constraint-block-cuts
Type: boolean Default: false

Flag to toggle between cuts specific for load block modeling or not

root options objective
Type: object

root options objective disable-switch-state-change-cost
Type: boolean Default: false

Flag to disable the cost term in the objective function related to change of state in switches (open-close, close-open)

root options objective enable-switch-state-open-cost
Type: boolean Default: false

Flag to enable the cost term that adds a cost for open switches based on how much load is between them and some source of energy

root options objective disable-generation-dispatch-cost
Type: boolean Default: false

Flag to disable the generation cost term

root options objective disable-storage-discharge-cost
Type: boolean Default: false

Flag to disable the storage discharge cost term, which adds a penalty for storage that is not completely charged to its upper bound

root options objective disable-load-block-weight-cost
Type: boolean Default: false

Flag to disable the weight terms on the load-block cost term (i.e., make the cost of every shed load block be equal)

root options objective disable-load-block-shed-cost
Type: boolean Default: false

Flag to disable the cost of not energizing load blocks

root options objective disable-voltage-distance-slack-cost
Type: boolean Default: true

Flag to disable the inclusion of voltage distance slack variables in the objective_mc_min_storage_utilization objective function

root options problem
Type: object

root options problem operations-algorithm
Type: enum (of string) Default: "full-lookahead"

Choice for operations optimization algorithm, 'rolling-horizon' or 'full-lookahead'

Must be one of:

  • "rolling-horizon"
  • "full-lookahead"
  • "robust"

root options problem operations-formulation
Type: enum (of string) Default: "LPUBFDiagPowerModel"

Choice for operations optimization formulation

Must be one of:

  • "lindistflow"
  • "transportation"
  • "acp"
  • "acr"
  • "nfa"
  • "lpubfdiag"
  • "LPUBFDiagPowerModel"
  • "ACPUPowerModel"
  • "ACRUPowerModel"
  • "NFAUPowerModel"

root options problem operations-problem-type
Type: enum (of string) Default: "block"

Choice for operations optimization problem type, 'block' or 'traditional'

Must be one of:

  • "block"
  • "traditional"

root options problem operations-solver
Type: enum (of string) Default: "mip_solver"

Choice for operations optimization solver

Must be one of:

  • "minlp_solver"
  • "mip_solver"
  • "misocp_solver"
  • "nlp_solver"

root options problem dispatch-formulation
Type: enum (of string) Default: "LPUBFDiagPowerModel"

Choice for dispatch optimizatioin formulation

Must be one of:

  • "nfa"
  • "lindistflow"
  • "acp"
  • "acr"
  • "ivr"
  • "transportation"
  • "lpubfdiag"
  • "NFAUPowerModel"
  • "LPUBFDiagPowerModel"
  • "ACRUPowerModel"
  • "ACPUPowerModel"
  • "IVRUPowerModel"

root options problem dispatch-solver
Type: enum (of string) Default: "nlp_solver"

Choice for dispatch optimization solver

Must be one of:

  • "mip_solver"
  • "misocp_solver"
  • "minlp_solver"
  • "nlp_solver"

root options problem fault-studies-solver
Type: enum (of string) Default: "nlp_solver"

Choice for fault studies optimization solver

Must be one of:

  • "nlp_solver"

root options problem stability-solver
Type: enum (of string) Default: "nlp_solver"

Choice for stability analysis optimization solver

Must be one of:

  • "nlp_solver"

root options problem stability-formulation
Type: enum (of string) Default: "ACRUPowerModel"

Choice for stability analysis formulation

Must be one of:

  • "acp"
  • "acr"
  • "ACRUPowerModel"
  • "ACPUPowerModel"

root options problem concurrent-fault-studies
Type: boolean Default: true

Flag to run the fault studies concurrently (in parallel, using Distributed)

root options problem concurrent-stability-studies
Type: boolean Default: true

Flag to run the stability studies concurrently (in parallel, using Distributed)

root options problem skip
Type: array of enum (of string)

List of optimizations or studies to skip, when running using entrypoint function

 No Additional Items

Each item of this array must be:

root options problem skip skip items
Type: enum (of string)

Must be one of:

  • "faults"
  • "stability"
  • "switching"
  • "dispatch"
  • "protection"

root options outputs
Type: object

root options outputs log-level
Type: enum (of string) Default: "warn"

Setting to adjust the console log-level

Must be one of:

  • "debug"
  • "info"
  • "warn"
  • "error"

root options outputs pretty-print
Type: boolean Default: true

Flag to enable 'pretty printing' of JSON output

root options outputs sparse-fault-studies
Type: boolean Default: true

Flag to disable the create of sparse fault studies (if no faults are specified, one of every type will be applied at every bus

root options outputs debug-output
Type: boolean Default: false

Flag to enable debugging outputs (the full data structure), when used with entrypoint

root solvers
Type: object

Solver options

root solvers HiGHS
Type: object

These are the options used for the HiGHS optimization solver. The options below are a set of sane defaults for this solver, but users are not restricted to these options, and may use any valid options for this solver

root solvers HiGHS output_flag
Type: boolean Default: false

root solvers HiGHS presolve
Type: enum (of string) Default: "choose"

Must be one of:

  • "on"
  • "off"
  • "choose"

root solvers HiGHS primal_feasibility_tolerance
Type: number Default: 1e-06

root solvers HiGHS dual_feasibility_tolerance
Type: number Default: 1e-06

root solvers HiGHS mip_feasibility_tolerance
Type: number Default: 0.0001

root solvers HiGHS mip_rel_gap
Type: number Default: 0.0001

root solvers HiGHS small_matrix_value
Type: number Default: 1e-12

root solvers HiGHS allow_unbounded_or_infeasible
Type: boolean Default: true

root solvers Ipopt
Type: object

These are the options used for the Ipopt optimization solver. The options below are a set of sane defaults for this solver, but users are not restricted to these options, and may use any valid options for this solver

root solvers Ipopt tol
Type: number Default: 1e-06

root solvers Ipopt mumps_mem_percent
Type: number Default: 200

root solvers Ipopt mu_strategy
Type: enum (of string) Default: "adaptive"

Must be one of:

  • "adaptive"
  • "monotone"

root solvers Ipopt print_level
Type: integer Default: 0

root solvers Juniper
Type: object

These are the options used for the Juniper optimization solver. The options below are a set of sane defaults for this solver, but users are not restricted to these options, and may use any valid options for this solver

root solvers Juniper branch_strategy
Type: enum (of string) Default: ":StrongPseuoCost"

Must be one of:

  • ":MostInfeasible"
  • ":PseudoCost"
  • ":StrongPseuoCost"
  • ":Reliability"

root solvers Juniper log_levels
Type: array of enum (of string)
No Additional Items

Each item of this array must be:

root solvers Juniper log_levels log_levels items
Type: enum (of string)

Must be one of:

  • ":Table"
  • ":Info"
  • ":Options"

root solvers Juniper mip_gap
Type: number Default: 0.0001

root solvers Juniper traverse_strategy
Type: enum (of string) Default: ":BFS"

Must be one of:

  • ":DFS"
  • ":BFS"
  • ":DBFS"

root solvers Juniper allow_almost_solved_integral
Type: boolean Default: true

root solvers Juniper allow_almost_solved
Type: boolean Default: true

root solvers Juniper atol
Type: number Default: 1e-06

root solvers Gurobi
Type: object

These are the options used for the Gurobi optimization solver. The options below are a set of sane defaults for this solver, but users are not restricted to these options, and may use any valid options for this solver

root solvers Gurobi OutputFlag
Type: integer Default: 0

root solvers Gurobi GURO_PAR_DUMP
Type: integer Default: 0

root solvers Gurobi MIPGap
Type: number Default: 0.0001

root solvers Gurobi FeasibilityTol
Type: number Default: 1e-06

root solvers Gurobi Quad
Type: integer Default: 1

root solvers Gurobi NumericFocus
Type: integer Default: 3

root solvers Gurobi MIPFocus
Type: integer Default: 2

root solvers Gurobi DualReductions
Type: integer Default: 0

Value must be greater or equal to -1 and lesser or equal to 1

root solvers Gurobi Presolve
Type: integer Default: -1

Value must be greater or equal to -1 and lesser or equal to 2

root solvers KNITRO
Type: object

These are the options used for the KNITRO optimization solver. The options below are a set of sane defaults for this solver, but users are not restricted to these options, and may use any valid options for this solver

root solvers KNITRO outlev
Type: integer Default: 0

Value must be greater or equal to 0 and lesser or equal to 6

root solvers KNITRO mip_outlevel
Type: integer Default: 0

Value must be greater or equal to 0 and lesser or equal to 3

root solvers KNITRO opttol
Type: number Default: 0.0001

root solvers KNITRO feastol
Type: number Default: 1e-06

root solvers KNITRO algorithm
Type: integer Default: 3

root solvers KNITRO presolve
Type: integer Default: 1

root solvers useGurobi
Type: boolean Default: false

Flag to enable the usage of the Gurobi commercial solver

root solvers useKNITRO
Type: boolean Default: false

Flag to enable the usage of the KNITRO commercial solver

root dss
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root dss ^.+$
Type: object
No Additional Properties

root dss ^.+$ inverter
Type: string

Must be one of:

  • "GRID_FORMING"
  • "grid_forming"
  • "gfm"
  • "GRID_FOLLOWING"
  • "grid_following"
  • "gfl"

root dss ^.+$ enabled
Type: string

Must be one of:

  • "yes"
  • "no"
  • "YES"
  • "NO"
  • "y"
  • "n"
  • "Y"
  • "N"

root max_switch_actions
Type: array, integer or null

deprecated: options/data/switch-close-actions-ub

 No Additional Items

Each item of this array must be:

root max_switch_actions max_switch_actions items
Type: integer or null

root disable_networking
Type: boolean Default: false

deprecated: options/constraints/disable-microgrid-networking

root disable_radial_constraint
Type: boolean Default: false

deprecated: options/constraints/disable-radiality-constraint

root disable_isolation_constraint
Type: boolean Default: false

deprecated: options/constraints/disable-block-isolation-constraint

root disable_inverter_constraint
Type: boolean Default: false

deprecated: options/constraints/disable-grid-forming-inverter-constraint

root disable_switch_penalty
Type: boolean

deprecated: options/objective/disable-switch-state-change-cost

root apply_switch_scores
Type: boolean

deprecated: options/objective/enable-switch-state-open-cost

root disable_presolver
Type: boolean Default: false

deprecated: {solvers/HiGHS/presolve,solvers/Gurobi/Presolve,solvers/KNITRO/presolve}

root time_elapsed
Type: array of number or number

deprecated: options/data/time-elapsed

 No Additional Items

Each item of this array must be:

root time_elapsed time_elapsed items
Type: number

root nlp_solver_tol
Type: number

deprecated: {solvers/Ipopt/tol,solvers/KNITRO/feastol}

root mip_solver_tol
Type: number

deprecated: {solvers/HiGHS/primalfeasibilitytolerance,solvers/HiGHS/dualfeasibilitytolerance,solvers/Gurobi/FeasibilityTol,solvers/Juniper/atol}

root mip_solver_gap
Type: numberFormat: float Default: 0.05

deprecated: {solvers/HiGHS/miprelgap,solvers/Gurobi/MIPGap,solvers/Juniper/mip_gap}

Value must be strictly greater than 0

\ No newline at end of file diff --git a/v3.5.1/schemas/output.schema.html b/v3.5.1/schemas/output.schema.html new file mode 100644 index 00000000..7a1d223c --- /dev/null +++ b/v3.5.1/schemas/output.schema.html @@ -0,0 +1,376 @@ + + + + + + output.schema · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
+
+ + +
+ +
+ + diff --git a/v3.5.1/schemas/output.schema.iframe.html b/v3.5.1/schemas/output.schema.iframe.html new file mode 100644 index 00000000..675b5027 --- /dev/null +++ b/v3.5.1/schemas/output.schema.iframe.html @@ -0,0 +1,376 @@ + Outputs

Outputs

Type: object

This is the schema for the output statistics and analytics from the ONM workflow using entrypoint and analyze_results!

 No Additional Properties
Example:

{
+    "Events": [
+        {
+            "event_data": {
+                "status": 1,
+                "dispatchable": false,
+                "type": "breaker",
+                "state": "open"
+            },
+            "timestep": 1,
+            "affected_asset": "line.671700",
+            "event_type": "switch"
+        }
+    ],
+    "Generator profiles": {
+        "Diesel DG (kW)": [
+            0,
+            0,
+            0
+        ],
+        "Energy storage (kW)": [
+            0,
+            0,
+            0
+        ],
+        "Solar DG (kW)": [
+            200,
+            175,
+            100
+        ],
+        "Grid mix (kW)": [
+            1750,
+            2000,
+            3000
+        ]
+    },
+    "Fault currents": [
+        {
+            "701_lg_1": {
+                "fault": {
+                    "susceptance (S)": [
+                        [
+                            0,
+                            0
+                        ],
+                        [
+                            0,
+                            0
+                        ]
+                    ],
+                    "connections": [
+                        1,
+                        4
+                    ],
+                    "conductance (S)": [
+                        [
+                            100,
+                            -100
+                        ],
+                        [
+                            -100,
+                            100
+                        ]
+                    ],
+                    "bus": "701",
+                    "type": "lg"
+                },
+                "switch": {
+                    "671692": {
+                        "|I| (A)": null,
+                        "|I2| (A)": 0.8,
+                        "|I0| (A)": 1.2,
+                        "|I1| (A)": 90.1,
+                        "|V| (V)": [
+                            2.5,
+                            2.5,
+                            2.5
+                        ]
+                    }
+                }
+            }
+        }
+    ],
+    "Runtime timestamp": "2021-01-01T00:00:00.000",
+    "Switch changes": [
+        [],
+        [
+            "671700"
+        ],
+        [
+            "701702"
+        ]
+    ],
+    "Runtime arguments": {
+        "events": "../test/data/ieee13_events.json",
+        "faults": "../test/data/ieee13_faults.json",
+        "voltage-angle-difference": 5,
+        "network": "../test/data/ieee13_feeder.dss",
+        "settings": "../test/data/ieee13_settings.json",
+        "voltage-lower-bound": 0.8,
+        "quiet": true,
+        "inverters": "../test/data/ieee13_inverters.json",
+        "max-switch-actions": 1,
+        "voltage-upper-bound": 1.2
+    },
+    "Simulation time steps": [
+        1,
+        2,
+        3
+    ],
+    "Voltages": {
+        "Min voltage (p.u.)": [
+            1,
+            1,
+            1
+        ],
+        "Max voltage (p.u.)": [
+            1.2,
+            1,
+            1.1
+        ],
+        "Mean voltage (p.u.)": [
+            1.1,
+            1,
+            1
+        ]
+    },
+    "Additional statistics": {},
+    "Storage SOC (%)": [
+        null,
+        null,
+        null
+    ],
+    "Powerflow output": [
+        {
+            "voltage_source": {
+                "source": {
+                    "real power setpoint (kW)": [
+                        581.8173560045832,
+                        468.8619242602074,
+                        708.8039492196247
+                    ],
+                    "reactive power setpoint (kVar)": [
+                        244.09972136399347,
+                        32.25338488759224,
+                        40.35427973972425
+                    ]
+                }
+            },
+            "solar": {
+                "pv1": {
+                    "real power setpoint (kW)": [
+                        64.49371884320102,
+                        64.507863885424,
+                        64.49849984139108
+                    ],
+                    "reactive power setpoint (kVar)": [
+                        41.23181415943054,
+                        41.23340639500285,
+                        41.23312440672468
+                    ]
+                }
+            },
+            "bus": {
+                "611": {
+                    "voltage (V)": [
+                        2.5217499128997907
+                    ]
+                }
+            }
+        }
+    ],
+    "Small signal stable": [
+        false,
+        false,
+        false
+    ],
+    "Load served": {
+        "Bonus load via microgrid (%)": [
+            0,
+            0,
+            0
+        ],
+        "Feeder load (%)": [
+            85.8,
+            91.2,
+            96.7
+        ],
+        "Microgrid load (%)": [
+            9.4,
+            9,
+            3.2
+        ]
+    },
+    "Device action timeline": [
+        {
+            "Shedded loads": [
+                "701",
+                "700"
+            ],
+            "Switch configurations": {
+                "671692": "closed",
+                "671700": "open",
+                "701702": "open"
+            }
+        },
+        {
+            "Shedded loads": [],
+            "Switch configurations": {
+                "671692": "closed",
+                "671700": "closed",
+                "701702": "open"
+            }
+        },
+        {
+            "Shedded loads": [],
+            "Switch configurations": {
+                "671692": "closed",
+                "671700": "closed",
+                "701702": "closed"
+            }
+        }
+    ]
+}
+

root Runtime timestamp
Type: stringFormat: date-time Default: "string(Dates.now())"

Time at which ONM algorithm was executed

root Simulation time steps
Type: array

The actual timesteps, either in datetime strings, or as numbers

 No Additional Items

Each item of this array must be:

root Simulation time steps Simulation time steps items
Type: string or numberFormat: date-time

root Load served
Type: object

Statistics about the load served, in percent, either by the Grid (feeder), or by the microgrids

 No Additional Properties

root Load served Feeder load (%)
Type: array of number

The percent of load served by the feeder (grid)

 No Additional Items

Each item of this array must be:

root Load served Feeder load (%) Feeder load (%) items
Type: numberFormat: float

root Load served Feeder customers (%)
Type: array of number

The percent of customers served by the feeder (grid)

 No Additional Items

Each item of this array must be:

root Load served Feeder customers (%) Feeder customers (%) items
Type: numberFormat: float

root Load served Total load (%)
Type: array of number

The percent of total load served by any resource

 No Additional Items

Each item of this array must be:

root Load served Total load (%) Total load (%) items
Type: numberFormat: float

root Load served Total customers (%)
Type: array of number

The percent of total customers served by any resource

 No Additional Items

Each item of this array must be:

root Load served Total customers (%) Total customers (%) items
Type: numberFormat: float

root Load served Microgrid load (%)
Type: array of number

The percent of load served by the microgrids

 No Additional Items

Each item of this array must be:

root Load served Microgrid load (%) Microgrid load (%) items
Type: numberFormat: float

root Load served Microgrid customers (%)
Type: array of number

The percent of customers served by the microgrids

 No Additional Items

Each item of this array must be:

root Load served Microgrid customers (%) Microgrid customers (%) items
Type: numberFormat: float

root Load served Bonus load via microgrid (%)
Type: array of number

The percent of additional load that microgrids are supporting outside of their predefined microgrid zones

 No Additional Items

Each item of this array must be:

root Load served Bonus load via microgrid (%) Bonus load via microgrid (%) items
Type: numberFormat: float

root Load served Bonus customers via microgrid (%)
Type: array of number

The percent of additional customers that microgrids are supporting outside of their predefined microgrid zones

 No Additional Items

Each item of this array must be:

root Load served Bonus customers via microgrid (%) Bonus customers via microgrid (%) items
Type: numberFormat: float

root Generator profiles
Type: object

Statistics about the sources of generation, including solar PV, energy storage, traditional diesel, and from the grid (feeder)

 No Additional Properties

root Generator profiles Grid mix (kW)
Type: array of number

The amount of power provided from the grid (feeder) in kW

 No Additional Items

Each item of this array must be:

root Generator profiles Grid mix (kW) Grid mix (kW) items
Type: number

root Generator profiles Solar DG (kW)
Type: array of number

The amount of power provided by solar PV sources kW

 No Additional Items

Each item of this array must be:

root Generator profiles Solar DG (kW) Solar DG (kW) items
Type: number

root Generator profiles Energy storage (kW)
Type: array of number

The amount of power provided by energy storage sources in kW

 No Additional Items

Each item of this array must be:

root Generator profiles Energy storage (kW) Energy storage (kW) items
Type: number

root Generator profiles Diesel DG (kW)
Type: array of number

The amount of power provided by tranditional diesel generation in kW

 No Additional Items

Each item of this array must be:

root Generator profiles Diesel DG (kW) Diesel DG (kW) items
Type: number

root Voltages
Type: object

Statistics about the voltage magnitudes at each timestep

 No Additional Properties

root Voltages Min voltage (p.u.)
Type: array of number

The minimum voltage over the whole feeder at each timestep in per-unit representation

 No Additional Items

Each item of this array must be:

root Voltages Min voltage (p.u.) Min voltage (p.u.) items
Type: number

root Voltages Mean voltage (p.u.)
Type: array of number

The mean voltage over the whole feeder at each timestep in per-unit representation

 No Additional Items

Each item of this array must be:

root Voltages Mean voltage (p.u.) Mean voltage (p.u.) items
Type: number

root Voltages Max voltage (p.u.)
Type: array of number

The maximum voltage over the whole feeder at each timestep in per-unit representation

 No Additional Items

Each item of this array must be:

root Voltages Max voltage (p.u.) Max voltage (p.u.) items
Type: number

root Storage SOC (%)
Type: array

List of lists of switches whose state changed between timesteps

 No Additional Items

Each item of this array must be:

root Storage SOC (%) Storage SOC (%) items
Type: number or null

List of switches whose state changed from the previous timestep

root Device action timeline
Type: array of object

Object for each timestep, in order, containing information about the switch topology and a list of each load that has been shed at that timestep.

 No Additional Items

Each item of this array must be:

root Device action timeline device actions timestep

device actions timestep

Type: object

Timestep object containing information about shedded loads and switch configurations

 No Additional Properties

root Device action timeline device actions timestep Shedded loads
Type: array of string

A list of loads that have been shed at the current timestep

 No Additional Items

Each item of this array must be:

root Device action timeline device actions timestep Shedded loads Shedded loads items
Type: string

root Device action timeline device actions timestep Switch configurations

switch configurations

Type: object

Object containing all switches at their corresponding states at the current timestep

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Device action timeline device actions timestep Switch configurations switch state

switch state

Type: enum (of string)

switch_name: state

Must be one of:

  • "open"
  • "closed"

root Device action timeline device actions timestep Microgrid networks
Type: array of array

List of microgrid networks

 No Additional Items

Each item of this array must be:

root Device action timeline device actions timestep Microgrid networks Microgrid networks items
Type: array of string

List of microgrids that are networked together

 No Additional Items

Each item of this array must be:

root Device action timeline device actions timestep Microgrid networks Microgrid networks items Microgrid networks items items
Type: string

Example:

[
+    {
+        "Shedded loads": [
+            "load.123"
+        ],
+        "Switch configurations": {
+            "switch.123": "open",
+            "switch.456": "closed"
+        }
+    },
+    {
+        "Shedded loads": [],
+        "Switch configurations": {
+            "switch.123": "closed",
+            "switch.456": "closed"
+        }
+    }
+]
+

root Powerflow output
Type: array of object

The schema for the powerflow outputs from optimize_dispatch, which include real and reactive power setpoints at generation objects, which include diesel generators (generator), substations/grid/feeder (voltage_source), solar PV (solar), or energy storage (storage), and voltage magnitudes at buses. All values are in SI units.

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items
Type: object

Timestep object

 No Additional Properties

root Powerflow output Powerflow output items voltage_source
Type: object

Generation types: diesel generators (generator), or substations (voltage_source), or solar PV (solar), or energy storage (storage)

 No Additional Properties

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items voltage_source ^.+$
Type: object

generation object

 No Additional Properties

root Powerflow output Powerflow output items voltage_source ^.+$ real power setpoint (kW)
Type: array of number

real power setpoints in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items voltage_source ^.+$ real power setpoint (kW) real power setpoint (kW) items
Type: number

root Powerflow output Powerflow output items voltage_source ^.+$ reactive power setpoint (kVar)
Type: array of number

reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items voltage_source ^.+$ reactive power setpoint (kVar) reactive power setpoint (kVar) items
Type: number

root Powerflow output Powerflow output items voltage_source ^.+$ connections
Type: array of integer

The connections (terminals) that the voltage source is connected to, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items voltage_source ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items voltage_source ^.+$ inverter
Type: enum (of string)

Indicator for whether the generation object is grid-forming or grid-following

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root Powerflow output Powerflow output items generator
Type: object

Generation types: diesel generators (generator), or substations (voltage_source), or solar PV (solar), or energy storage (storage)

 No Additional Properties

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items generator ^.+$
Type: object

generation object

 No Additional Properties

root Powerflow output Powerflow output items generator ^.+$ real power setpoint (kW)
Type: array of number

real power setpoints in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items generator ^.+$ real power setpoint (kW) real power setpoint (kW) items
Type: number

root Powerflow output Powerflow output items generator ^.+$ reactive power setpoint (kVar)
Type: array of number

reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items generator ^.+$ reactive power setpoint (kVar) reactive power setpoint (kVar) items
Type: number

root Powerflow output Powerflow output items generator ^.+$ connections
Type: array of integer

The connections (terminals) that the generator is connected to, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items generator ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items generator ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root Powerflow output Powerflow output items solar
Type: object

Generation types: diesel generators (generator), or substations (voltage_source), or solar PV (solar), or energy storage (storage)

 No Additional Properties

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items solar ^.+$
Type: object

generation object

 No Additional Properties

root Powerflow output Powerflow output items solar ^.+$ real power setpoint (kW)
Type: array of number

real power setpoints in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items solar ^.+$ real power setpoint (kW) real power setpoint (kW) items
Type: number

root Powerflow output Powerflow output items solar ^.+$ reactive power setpoint (kVar)
Type: array of number

reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items solar ^.+$ reactive power setpoint (kVar) reactive power setpoint (kVar) items
Type: number

root Powerflow output Powerflow output items solar ^.+$ connections
Type: array of integer

The connections (terminals) that the solar PV is connected to, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items solar ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items solar ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root Powerflow output Powerflow output items storage
Type: object

Generation types: diesel generators (generator), or substations (voltage_source), or solar PV (solar), or energy storage (storage)

 No Additional Properties

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items storage ^.+$
Type: object

storage object

 No Additional Properties

root Powerflow output Powerflow output items storage ^.+$ real power setpoint (kW)
Type: array of number

real power setpoints in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items storage ^.+$ real power setpoint (kW) real power setpoint (kW) items
Type: number

root Powerflow output Powerflow output items storage ^.+$ reactive power setpoint (kVar)
Type: array of number

reactive power setpoint in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items storage ^.+$ reactive power setpoint (kVar) reactive power setpoint (kVar) items
Type: number

root Powerflow output Powerflow output items storage ^.+$ connections
Type: array of integer

The connections (terminals) that the storage is connected to, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items storage ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items storage ^.+$ inverter
Type: enum (of string)

Must be one of:

  • "GRID_FOLLOWING"
  • "GRID_FORMING"

root Powerflow output Powerflow output items bus
Type: object

Bus objects indexed by name

 No Additional Properties

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items bus ^.+$
Type: object

Bus object

 No Additional Properties

root Powerflow output Powerflow output items bus ^.+$ voltage (V)
Type: array of number

Voltage magnitudes in Volts

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items bus ^.+$ voltage (V) voltage (V) items
Type: number

root Powerflow output Powerflow output items bus ^.+$ terminals
Type: array of integer

The active terminals on the bus, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items bus ^.+$ terminals terminals items
Type: integer

root Powerflow output Powerflow output items switch
Type: object

Switch objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items switch ^.+$
Type: object

Switch object

root Powerflow output Powerflow output items switch ^.+$ real power flow (kW)
Type: array of number

The real power flow on the switch, coming from the from-side, in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items switch ^.+$ real power flow (kW) real power flow (kW) items
Type: number

root Powerflow output Powerflow output items switch ^.+$ reactive power flow (kVar)
Type: array of number

The reactive power flow through the switch coming from the from-side, in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items switch ^.+$ reactive power flow (kVar) reactive power flow (kVar) items
Type: number

root Powerflow output Powerflow output items switch ^.+$ current (A)
Type: array of number

The current flow through the switch coming from the from-side, in Amps

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items switch ^.+$ current (A) current (A) items
Type: number

root Powerflow output Powerflow output items switch ^.+$ connections
Type: array of integer

The connections (terminals) that the switch is connected to on the from-side, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items switch ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items switch ^.+$ voltage (V)
Type: array of number

The voltage on the from-side bus in Volts

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items switch ^.+$ voltage (V) voltage (V) items
Type: number

root Powerflow output Powerflow output items protection
Type: object

Protection monitored objects indexed by type.name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Powerflow output Powerflow output items protection ^.+$
Type: object

Protection monitored object

root Powerflow output Powerflow output items protection ^.+$ real power flow (kW)
Type: array of number

The real power flow on the protection-monitored-object, coming from the from-side, in kW

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items protection ^.+$ real power flow (kW) real power flow (kW) items
Type: number

root Powerflow output Powerflow output items protection ^.+$ reactive power flow (kVar)
Type: array of number

The reactive power flow through the protection-monitored-object coming from the from-side, in kVar

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items protection ^.+$ reactive power flow (kVar) reactive power flow (kVar) items
Type: number

root Powerflow output Powerflow output items protection ^.+$ connections
Type: array of integer

The connections (terminals) that the protection-monitored-object is connected to on the from-side, in order

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items protection ^.+$ connections connections items
Type: integer

root Powerflow output Powerflow output items protection ^.+$ voltage (kV)
Type: array of number

The voltage magnitude on the from-side bus in kilovolts

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items protection ^.+$ voltage (kV) voltage (kV) items
Type: number

root Powerflow output Powerflow output items protection ^.+$ phi (deg)
Type: array of number

The voltage angle on the from-side bus in degrees

 No Additional Items

Each item of this array must be:

root Powerflow output Powerflow output items protection ^.+$ phi (deg) phi (deg) items
Type: number

Example:

[
+    {
+        "voltage_source": {
+            "source": {
+                "real power setpoint (kW)": [
+                    581.8173560045832,
+                    468.8619242602074,
+                    708.8039492196247
+                ],
+                "reactive power setpoint (kVar)": [
+                    244.09972136399347,
+                    32.25338488759224,
+                    40.35427973972425
+                ]
+            }
+        },
+        "solar": {
+            "pv1": {
+                "real power setpoint (kW)": [
+                    64.49371884320102,
+                    64.507863885424,
+                    64.49849984139108
+                ],
+                "reactive power setpoint (kVar)": [
+                    41.23181415943054,
+                    41.23340639500285,
+                    41.23312440672468
+                ]
+            }
+        },
+        "bus": {
+            "611": {
+                "voltage (V)": [
+                    2.5217499128997907
+                ]
+            }
+        }
+    }
+]
+

root Additional statistics
Type: object

A place for additional statistics and analytics, which can be specified arbitrarily.
Example:

{
+    "Protection settings": [
+        {
+            "primary pickup (A)": [
+                0
+            ],
+            "TDS": [
+                0
+            ],
+            "to": [
+                "string"
+            ],
+            "from": [
+                "string"
+            ],
+            "TOC": [
+                "string"
+            ],
+            "operating time (s)": [
+                0
+            ]
+        }
+    ]
+}
+

root Events
Type: array of object

A list of events, ordered (i.e., later events will overwrite earlier ones if there is a conflict), that can either be a switching action, or a fault.

Must contain a minimum of 0 items

No Additional Items

Each item of this array must be:

root Events Events items
Type: object

Event definition

 No Additional Properties

root Events Events items timestep
Type: string, integer or number

Timestep, in string, integer, or float, that identifies the timestep at which this event is applied.

Must match regular expression: ^\d+\.*\d*

root Events Events items event_type
Type: enum (of string)

The type of event (switch or fault)

Must be one of:

  • "fault"
  • "switch"

root Events Events items affected_asset
Type: string

The asset that is being affected by the event

Must match regular expression: ^[Ll][Ii][Nn][Ee]\..+$

Must be at least 5 characters long

root Events Events items event_data

The event data

root Events Events items event_data anyOf item 0
Type: object

Switch event data

 No Additional Properties

root Events Events items event_data anyOf item 0 type
Type: string

Type of switch, e.g., "fuse", "breaker", "recloser", etc.

root Events Events items event_data anyOf item 0 state
Type: enum (of string)

What is the state of the switch, "open" or "closed"? Only used if "event_type" is "switch".

Must be one of:

  • "open"
  • "closed"
  • "OPEN"
  • "CLOSED"

root Events Events items event_data anyOf item 0 dispatchable
Type: enum (of boolean or string) Default: false

Is the affected object dispatchable? (i.e., can be opened or closed), default is false

Must be one of:

  • "YES"
  • "NO"
  • "yes"
  • "no"
  • true
  • false

root Events Events items event_data anyOf item 0 status
Type: enum (of integer or string) Default: 1

Status of the object, if 0, completely outaged from the model. Default 1.

Must be one of:

  • 0
  • 1
  • "DISABLED"
  • "ENABLED"
  • "enabled"
  • "disabled"
root Events Events items event_data anyOf item 1
Type: object

Fault event data

 No Additional Properties

root Events Events items event_data anyOf item 1 duration_ms
Type: numberFormat: float

Duration of a fault, in milliseconds, -1 ==> permanent fault

Value must be greater or equal to -1


Example:

[
+    {
+        "timestep": 1,
+        "event_type": "switch",
+        "affected_asset": "line.switch_name",
+        "event_data": {
+            "type": "breaker",
+            "state": "open",
+            "dispatchable": false,
+            "status": 1
+        }
+    }
+]
+

root Runtime arguments
Type: object

The allowed runtime arguments for PowerModelsONM's entrypoint.

 No Additional Properties
Example:

{
+    "network": "../test/data/ieee13_feeder.dss",
+    "gurobi": false,
+    "settings": "../test/data/ieee13_settings.json",
+    "faults": "../test/data/ieee13_faults.json",
+    "inverters": "../test/data/ieee13_inverters.json",
+    "events": "../test/data/ieee13_events.json",
+    "log-level": "error",
+    "opt-disp-formulation": "acr"
+}
+

root Runtime arguments network
Type: string

The network file path (DSS format)

root Runtime arguments settings
Type: string

The path to the settings input file (JSON format)

root Runtime arguments events
Type: string

The path to the events input file (JSON format)

root Runtime arguments faults
Type: string

The path to the faults input file (JSON format)

root Runtime arguments inverters
Type: string

The path to the inverters input file (JSON format)

root Runtime arguments output
Type: string

The path to the output file (JSON format)

root Runtime arguments gurobi
Type: boolean

deprecated: solvers/useGurobi

root Runtime arguments knitro
Type: boolean

deprecated: solvers/useKNITRO

root Runtime arguments skip
Type: array of enum (of string)

deprecated: options/problem/skip

All items must be unique

No Additional Items

Each item of this array must be:

root Runtime arguments skip skip items
Type: enum (of string)

Must be one of:

  • "stability"
  • "faults"
  • "dispatch"
  • "switching"

root Runtime arguments log-level
Type: enum (of string)

deprecated: options/outputs/log-level

Must be one of:

  • "debug"
  • "info"
  • "warn"
  • "error"

root Runtime arguments quiet
Type: boolean

missing

root Runtime arguments verbose
Type: boolean

missing

root Runtime arguments debug
Type: boolean

missing

root Runtime arguments nprocs
Type: integer Default: 1

Number of processors to utilize for parallel computations (Fault studies and Stability Analysis)

root Runtime arguments pretty-print
Type: boolean Default: false

deprecated: options/output/pretty-print

root Runtime arguments opt-switch-formulation
Type: enum (of string)

deprecated: options/problem/operations-formulation

Must be one of:

  • "lindistflow"
  • "nfa"
  • "fbs"
  • "fot"

root Runtime arguments opt-switch-algorithm
Type: enum (of string)

deprecated: options/problem/operations-algorithm

Must be one of:

  • "iterative"
  • "global"

root Runtime arguments opt-switch-solver
Type: enum (of string)

deprecated: options/problem/operations-solver

Must be one of:

  • "misocp_solver"
  • "nlp_solver"
  • "minlp_solver"
  • "mip_solver"

root Runtime arguments opt-switch-problem
Type: enum (of string)

deprecated: options/problem/operations-problem-type

Must be one of:

  • "traditional"
  • "block"

root Runtime arguments opt-disp-formulation
Type: enum (of string)

deprecated: options/problem/dispatch-formulation

Must be one of:

  • "acp"
  • "acr"
  • "lindistflow"
  • "nfa"
  • "fbs"
  • "fot"

root Runtime arguments opt-disp-algorithm
Type: enum (of string)

deprecated: missing

Must be one of:

  • "opf"
  • "mld"
  • "oltc"

root Runtime arguments opt-disp-solver
Type: enum (of string)

deprecated: options/problem/dispatch-solver

Must be one of:

  • "nlp_solver"
  • "misocp_solver"
  • "minlp_solver"
  • "mip_solver"

root Runtime arguments fix-small-numbers
Type: boolean

deprecated: options/data/fix-small-numbers

root Runtime arguments disable-switch-penalty
Type: boolean

deprecated: options/objective/disable-switch-state-change-cost

root Runtime arguments apply-switch-scores
Type: boolean

deprecated: options/objective/enable-switch-state-open-cost

root Runtime arguments disable-radial-constraint
Type: boolean

deprecated: options/constraints/disable-radiality-constraint

root Runtime arguments disable-isolation-constraint
Type: boolean

deprecated: options/constraints/disable-block-isolation-constraint

root Runtime arguments disable-inverter-constraint
Type: boolean

deprecated: options/constraints/disable-grid-forming-inverter-constraint

root Runtime arguments disable-networking
Type: boolean

deprecated: options/constraints/disable-microgrid-networking

root Runtime arguments disable-presolver
Type: boolean

deprecated: {solvers/HiGHS/presolve,solvers/Gurobi/Presolve,solvers/KNITRO/presolve}

root Fault currents
Type: array of object

Collection of data about fault currents collected from the outputs of fault studies using PowerModelsProtection

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items
Type: object

fault studies results

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Fault currents Fault currents items ^.+$
Type: object

Bus on which the faults apply

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^[3p|3pg|ll|llg|lg]$
root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$
Type: object

collection of faults of type {}

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^\d+$
root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$
Type: object

Results enumerated by keys of the format busName_faultType_faultID

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault
Type: object

The fault object which idenifies the details about the fault that was applied in this particular study

 No Additional Properties

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault bus
Type: string

The bus at which the fault was applied

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault type
Type: enum (of string)

The type of fault, i.e., three-phase (3p), three-phase-to-ground (3pg), line-to-line-to-ground (llg), line-to-line (ll), line-to-ground (lg)

Must be one of:

  • "3p"
  • "3pg"
  • "ll"
  • "lg"
  • "llg"

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault conductance (S)
Type: array of array

conductance matrix of the fault in Siemens

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault conductance (S) conductance (S) items
Type: array of number

row vector of the conductance matrix

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault conductance (S) conductance (S) items conductance (S) items items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault susceptance (S)
Type: array of array

Susceptance matrix of the fault in Siemens, usually all zeros

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault susceptance (S) susceptance (S) items
Type: array of number

Row vector of the susceptance matrix

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault susceptance (S) susceptance (S) items susceptance (S) items items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault connections
Type: array of integer

connections (phases) over which the fault applies

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ fault connections connections items
Type: integer

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch
Type: object

switch objects indexed by name

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$
Type: object

switch (protection) object

 No Additional Properties

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |I| (A)
Type: array of number

Fault current magnitude in amps

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |I| (A) |I| (A) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |V| (V)
Type: array of number

Bus voltage magnitude in volts

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |V| (V) |V| (V) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ phi (deg)
Type: array of number

Bus voltage angles in degrees

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ phi (deg) phi (deg) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ theta (deg)
Type: array of number

Fault current angles in degrees

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ theta (deg) theta (deg) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Re(I0) (A)
Type: number

Real part of the zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Re(I1) (A)
Type: number

Real part of the positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Re(I2) (A)
Type: number

Real part of the negative sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Im(I0) (A)
Type: number

Imaginary part of the zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Im(I1) (A)
Type: number

Imaginary part of the positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ Im(I2) (A)
Type: number

Imaginary part of the negative sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |I0| (A)
Type: number

magnitude of zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |I1| (A)
Type: number

magnitude of positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ switch ^.+$ |I2| (A)
Type: number

magnitude of negative sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$
Type: object

switch (protection) object

 No Additional Properties

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |I| (A)
Type: array of number

Fault current magnitude in amps

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |I| (A) |I| (A) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |V| (V)
Type: array of number

Bus voltage magnitude in volts

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |V| (V) |V| (V) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ phi (deg)
Type: array of number

Bus voltage angles in degrees

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ phi (deg) phi (deg) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ theta (deg)
Type: array of number

Fault current angles in degrees

 No Additional Items

Each item of this array must be:

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ theta (deg) theta (deg) items
Type: number

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Re(I0) (A)
Type: number

Real part of the zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Re(I1) (A)
Type: number

Real part of the positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Re(I2) (A)
Type: number

Real part of the negative sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Im(I0) (A)
Type: number

Imaginary part of the zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Im(I1) (A)
Type: number

Imaginary part of the positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ Im(I2) (A)
Type: number

Imaginary part of the negative sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |I0| (A)
Type: number

magnitude of zero sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |I1| (A)
Type: number

magnitude of positive sequence current in amps

root Fault currents Fault currents items ^.+$ ^[3p|3pg|ll|llg|lg]$ ^\d+$ line ^.+$ |I2| (A)
Type: number

magnitude of negative sequence current in amps

Example:

[
+    {
+        "701_lg_1": {
+            "fault": {
+                "susceptance (S)": [
+                    [
+                        0,
+                        0
+                    ],
+                    [
+                        0,
+                        0
+                    ]
+                ],
+                "connections": [
+                    1,
+                    4
+                ],
+                "conductance (S)": [
+                    [
+                        100,
+                        -100
+                    ],
+                    [
+                        -100,
+                        100
+                    ]
+                ],
+                "bus": "701",
+                "type": "lg"
+            },
+            "switch": {
+                "671692": {
+                    "|I| (A)": null,
+                    "|I2| (A)": 0.8,
+                    "|I0| (A)": 1.2,
+                    "|I1| (A)": 90.1,
+                    "|V| (V)": [
+                        2.5,
+                        2.5,
+                        2.5
+                    ]
+                }
+            }
+        }
+    }
+]
+

root Small signal stable
Type: array of boolean

Output from small signal stability analysis

 No Additional Items

Each item of this array must be:

root Small signal stable Small signal stable items
Type: boolean

root Switch changes
Type: array of array

List of lists of switches whose state changed between timesteps

 No Additional Items

Each item of this array must be:

root Switch changes Switch changes items
Type: array of string
No Additional Items

Each item of this array must be:

root Switch changes Switch changes items Switch changes items items
Type: string

root Optimal switching metadata
Type: array

Results (not the solutions) from the optimal switching alogrithm, including information about the solver, solve time, mip_gap, etc. If opt-switch-algorithm=global is used, there will only be a single dict

 No Additional Items

Each item of this array must be:

root Optimal switching metadata output-optimization_metadata.schema.json
Type: object

Information about the optimization results

root Optimal switching metadata optimization_metadata solve_time
Type: number

Duration of time spent in solver

root Optimal switching metadata optimization_metadata optimizer
Type: string

Name of the optimizer used

root Optimal switching metadata optimization_metadata termination_status
Type: string

The status of the solve from the optimizer

root Optimal switching metadata optimization_metadata dual_status
Type: string

the Dual Status from the optimizer

root Optimal switching metadata optimization_metadata primal_status
Type: string

The primal status from the optimizer

root Optimal switching metadata optimization_metadata objective
Type: number

The final value of the problem objective

root Optimal switching metadata optimization_metadata mip_gap
Type: number

The MIP (optimality) gap, if available

root Optimal switching metadata optimization_metadata objective_lb
Type: number

The lower bound on the objective, if exists, from the solver

root Optimal dispatch metadata
Type: object

Information about the optimization results

Same definition as optimization_metadata

root Fault studies metadata
Type: array of object

Outputs from fault studies

 No Additional Items

Each item of this array must be:

root Fault studies metadata Fault studies metadata items
Type: object

Fault study per time step

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Fault studies metadata Fault studies metadata items ^.+$
Type: object

Fault study at bus

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^[3p|3pg|llg|lg|ll]$
root Fault studies metadata Fault studies metadata items ^.+$ ^[3p|3pg|llg|lg|ll]$
Type: object

Fault study with fault type of

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^\d+$
root Fault studies metadata Fault studies metadata items ^.+$ ^[3p|3pg|llg|lg|ll]$ output-optimization_metadata.schema.json
Type: object

Information about the optimization results

Same definition as optimization_metadata

root System metadata
Type: object

Metadata about the system that ran the ONM process

root System metadata platform
Type: string Default: "string(Sys.MACHINE)"

output of Julia Sys.MACHINE

root System metadata cpu_info
Type: string Default: "string(first(Sys.cpu_info()).model)"

Output of Julia first(Sys.cpu_info()).model

root System metadata physical_cores
Type: integer Default: "Hwloc.num_physical_cores()"

Output of Julia Hwloc.num_physical_cores()

root System metadata logical_processors
Type: integer Default: "Hwloc.num_virtual_cores()"

Output of Julia Hwloc.num_virtual_cores()

root System metadata system_memory
Type: number Default: "round(Int, Sys.total_memory() / 2^20 / 1024)"

Output of Julia Sys.total_memory() in GB

root System metadata julia_max_threads
Type: integer Default: "Threads.nthreads()"

Output of Julia Threads.nthreads()

root System metadata julia_max_procs
Type: integer Default: "Distributed.nprocs()"

Number of processors available to Julia

root System metadata julia_version
Type: string Default: "string(Base.VERSION)"

Output of Julia.VERSION

root Protection settings
Type: object

Protection settings outputs

root Protection settings network_model
Type: object

Network data model used for computing optimal protection settings

root Protection settings network_model bus
Type: array of object

list of buses in the network model

 No Additional Items

Each item of this array must be:

root Protection settings network_model bus bus items
Type: object

Bus object

root Protection settings network_model bus bus items name
Type: string

Name of the bus

root Protection settings network_model bus bus items phases
Type: array of integer

Terminals on the bus

 No Additional Items

Each item of this array must be:

root Protection settings network_model bus bus items phases phases items
Type: integer

root Protection settings network_model bus bus items nphases
Type: integer

Number of phases on the bus

root Protection settings network_model bus bus items status
Type: enum (of integer)

Must be one of:

  • 0
  • 1

root Protection settings network_model line
Type: array of object

list of lines (including switches) in the network model

 No Additional Items

Each item of this array must be:

root Protection settings network_model line line items
Type: object

Line object

root Protection settings network_model line line items name
Type: string

name of the line or switch

root Protection settings network_model line line items f_bus
Type: string

bus on the from-side of the line

root Protection settings network_model line line items t_bus
Type: string

bus on the to-side of the line

root Protection settings network_model line line items f_connections
Type: array of integer

Phase connections on the from-side of the line

 No Additional Items

Each item of this array must be:

root Protection settings network_model line line items f_connections f_connections items
Type: integer

root Protection settings network_model line line items t_connections
Type: array of integer

Phase connections on the to-side of the line

 No Additional Items

Each item of this array must be:

root Protection settings network_model line line items t_connections t_connections items
Type: integer

root Protection settings network_model line line items rs
Type: array of array

Series resistance of the line in ohm/meter of size (fconnections, tconnections)

 No Additional Items

Each item of this array must be:

root Protection settings network_model line line items rs rs items
Type: array of number
No Additional Items

Each item of this array must be:

root Protection settings network_model line line items rs rs items rs items items
Type: number

root Protection settings network_model line line items xs
Type: array of array

Series reactance of the line in ohm/meter of size (fconnections, tconnections)

 No Additional Items

Each item of this array must be:

root Protection settings network_model line line items xs xs items
Type: array of number
No Additional Items

Each item of this array must be:

root Protection settings network_model line line items xs xs items xs items items
Type: number

root Protection settings network_model line line items nphases
Type: integer

number of phases in the line

root Protection settings network_model line line items switch
Type: boolean

Is the line a switch?

root Protection settings network_model line line items status
Type: enum (of integer)

Must be one of:

  • 0
  • 1

root Protection settings network_model transformer
Type: array of object

List of transformers in the network model

 No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items
Type: object

Transformer object

root Protection settings network_model transformer transformer items name
Type: string

Name of the transformer

root Protection settings network_model transformer transformer items buses
Type: array of string

List of buses (each winding)

No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items buses buses items
Type: string

root Protection settings network_model transformer transformer items connections
Type: array of array

List of phase connections in the in the transformer (each winding)

 No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items connections connections items
Type: array of integer
No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items connections connections items connections items items
Type: integer

root Protection settings network_model transformer transformer items configuration
Type: array of enum (of string)

List of configurations for each winding (WYE/DELTA)

 No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items configuration configuration items
Type: enum (of string)

Must be one of:

  • "WYE"
  • "DELTA"

root Protection settings network_model transformer transformer items vbase (kV)
Type: array of number

List of voltage bases for each winding in kV

 No Additional Items

Each item of this array must be:

root Protection settings network_model transformer transformer items vbase (kV) vbase (kV) items
Type: number

root Protection settings network_model transformer transformer items rating (kVA)
Type: number

Thermal rating of the transformer in kVA

root Protection settings network_model transformer transformer items status
Type: enum (of integer)

Must be one of:

  • 0
  • 1

root Protection settings network_model source
Type: array of object

List of generation sources, i.e., generators, storage, pvsystems, and vsources in the network model

 No Additional Items

Each item of this array must be:

root Protection settings network_model source source items
Type: object

Source object

root Protection settings network_model source source items name
Type: string

name of the source object

root Protection settings network_model source source items bus
Type: string

bus to which the source object is connected

root Protection settings network_model source source items type
Type: enum (of string)

type of the source object (generator, storage, vsource, pvsystem)

Must be one of:

  • "generator"
  • "pvsystem"
  • "storage"
  • "vsource"

root Protection settings network_model source source items connections
Type: array of integer

Phase connections of the source object

 No Additional Items

Each item of this array must be:

root Protection settings network_model source source items connections connections items
Type: integer

root Protection settings network_model source source items nphases
Type: integer

Number of phases in the source object

root Protection settings network_model source source items status
Type: enum (of integer)

Must be one of:

  • 0
  • 1

root Protection settings network_model protection
Type: array of object

List of protection devices, i.e., relays, fuses, and reclosers, in the network model

 No Additional Items

Each item of this array must be:

root Protection settings network_model protection protection items
Type: object

Protection object

root Protection settings network_model protection protection items name
Type: string

name of the protection object

root Protection settings network_model protection protection items type
Type: enum (of string)

type of protection (relay, fuse, recloser)

Must be one of:

  • "recloser"
  • "relay"
  • "fuse"

root Protection settings network_model protection protection items location
Type: string

location of the protection object (monitoredobj)

root Protection settings bus_types
Type: array of object

Output from Protection optimization algorithm

 No Additional Items

Each item of this array must be:

root Protection settings bus_types bus_types items
Type: object

All properties whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^.+$
root Protection settings bus_types bus_types items ^.+$
Type: enum (of string)

Must be one of:

  • "pq"
  • "pv"
  • "ref"
  • "isolated"

root Protection settings settings
Type: array of object

Output from Protection optimization algorithm

 No Additional Items

Each item of this array must be:

root Protection settings settings settings items
Type: object

root Protection settings settings settings items primary pickup (A)
Type: array of number
No Additional Items

Each item of this array must be:

root Protection settings settings settings items primary pickup (A) primary pickup (A) items
Type: number

root Protection settings settings settings items TDS
Type: array of number
No Additional Items

Each item of this array must be:

root Protection settings settings settings items TDS TDS items
Type: number

root Protection settings settings settings items to
Type: array of string
No Additional Items

Each item of this array must be:

root Protection settings settings settings items to to items
Type: string

root Protection settings settings settings items from
Type: array of string
No Additional Items

Each item of this array must be:

root Protection settings settings settings items from from items
Type: string

root Protection settings settings settings items TOC
Type: array of string
No Additional Items

Each item of this array must be:

root Protection settings settings settings items TOC TOC items
Type: string

root Protection settings settings settings items operating time (s)
Type: array of number
No Additional Items

Each item of this array must be:

root Protection settings settings settings items operating time (s) operating time (s) items
Type: number
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If \"inverter\"==GRID_FOLLOWING on the device, the inverter variable will be a constant.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.variable_load_indicator-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.variable_load_indicator","text":"variable_load_indicator(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false, report::Bool=true)\n\nVariables for switching loads on/off z^d_iforall i in L, binary if relax=false. 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The bounds are different for each scenario.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.variable_mc_storage_power_mi_on_off-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.variable_mc_storage_power_mi_on_off","text":"variable_mc_storage_power_mi_on_off(\n pm::AbstractUnbalancedPowerModel;\n nw::Int=nw_id_default,\n relax::Bool=false,\n bounded::Bool=true,\n report::Bool=true\n)\n\nVariables for storage, omitting the storage indicator z^strg_i variable:\n\nbeginalign\np^strg_iforall i in S \nq^strg_iforall i in S \nq^sc_iforall i in S \nepsilon_iforall i in S \nc^strg_iforall i in S \nc^on_i in 01forall i in S \nd^on_i in 01forall i in S \nendalign\n\nc^on_i\n\n, d^on_i will be binary if relax=false. 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Variables will appear in solution if report=true.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.variable_switch_state-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.variable_switch_state","text":"variable_switch_state(\n pm::AbstractUnbalancedPowerModel;\n nw::Int=nw_id_default,\n report::Bool=true,\n relax::Bool=false\n)\n\nCreate variables for switch state (open/close) variables, gamma_iin01forall i in S, binary if relax=false. Variables for non-dispatchable switches will be constants, rather than VariableRef. Variables will appear in solution if report=true.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#Constraints","page":"Variables and Constraints","title":"Constraints","text":"","category":"section"},{"location":"reference/variable_constraint.html","page":"Variables and Constraints","title":"Variables and Constraints","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"constraint_template.jl\", \"constraint.jl\", \"form/acp.jl\", \"form/acr.jl\", \"form/apo.jl\", \"form/lindistflow.jl\", \"form/shared.jl\"]\nFilter = t -> startswith(string(t), \"constraint_\")","category":"page"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_disable_networking-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_disable_networking","text":"constraint_disable_networking(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false)\n\nTemplate function for constraint to disable microgrid networking.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_grid_forming_inverter_per_cc_block-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_grid_forming_inverter_per_cc_block","text":"constraint_grid_forming_inverter_per_cc_block(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false)\n\nTemplate function for constraining the number of grid-forming inverters per connected component in the block mld problem\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_grid_forming_inverter_per_cc_traditional-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_grid_forming_inverter_per_cc_traditional","text":"constraint_grid_forming_inverter_per_cc_traditional(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false)\n\nTemplate function for constraining the number of grid-forming inverters per connected component in the block mld problem\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_isolate_block-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_isolate_block","text":"constraint_isolate_block(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function of constraint to ensure that blocks are properly isolated by open switches in block mld problem.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_isolate_block_traditional-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_isolate_block_traditional","text":"constraint_isolate_block_traditional(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function for constraint to ensure that blocks are properly isolated by open switches in a traditional mld problem.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_block_on_off-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_block_on_off","text":"constraint_mc_bus_voltage_block_on_off(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function for bus voltage block on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off","text":"constraint_mc_bus_voltage_traditional_on_off(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function for bus voltage traditional on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_block_on_off","text":"constraint_mc_generator_power_block_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for generator power block on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_traditional_on_off","text":"constraint_mc_generator_power_traditional_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for generator power traditional on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_inverter_theta_ref-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_inverter_theta_ref","text":"constraint_mc_inverter_theta_ref(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function for setting the reference bus theta constraint to only the bus with a grid-forming inverter\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_block-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_block","text":"constraint_mc_power_balance_shed_block(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for power balance constraints for block load shed.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_traditional-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_traditional","text":"constraint_mc_power_balance_shed_traditional(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for power balance constraints for traditional load shed.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_block_on_off","text":"constraint_mc_storage_block_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for storage block on/off constraint\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_block_on_off","text":"constraint_mc_storage_losses_block_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for storage losses block on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_traditional_on_off","text":"constraint_mc_storage_losses_traditional_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for storage losses traditional on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_phase_unbalance-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_phase_unbalance","text":"constraint_mc_storage_phase_unbalance(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nConstraint template for constraint to enforce balance between phases of ps/qs on storage.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following","text":"constraint_mc_storage_phase_unbalance_grid_following(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nConstraint template for constraint to enforce balance between phases of ps/qs on storage for grid-following inverters only. Requires z_inverter variables to indicate if a DER is grid-forming or grid-following\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_traditional_on_off","text":"constraint_mc_storage_traditional_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for storage traditional on/off constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_open_voltage_distance-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_open_voltage_distance","text":"constraint_mc_switch_open_voltage_distance(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for constraint to encourage voltage matching at partition boundaries\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_state_open_close-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_state_open_close","text":"constraint_mc_switch_state_open_close(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nVoltage and power constraints for open/close switches\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_block_on_off","text":"constraint_mc_transformer_power_block_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default, fix_taps::Bool=true)\n\nTemplate function for transformer power constraints for block mld problem.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_traditional_on_off","text":"constraint_mc_transformer_power_traditional_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default, fix_taps::Bool=true)\n\nTemplate function for transformer power constraints for traditional mld problem.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_radial_topology-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_radial_topology","text":"constraint_radial_topology(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default, relax::Bool=false)\n\nTemplate function radial topology constraint.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_block_on_off","text":"constraint_storage_complementarity_mi_block_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for mixed-integer storage complementarity constraints.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off","text":"constraint_storage_complementarity_mi_traditional_on_off(pm::AbstractUnbalancedPowerModel, i::Int; nw::Int=nw_id_default)\n\nTemplate function for mixed-integer storage complementarity constraints.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_switch_close_action_limit-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_switch_close_action_limit","text":"constraint_switch_close_action_limit(pm::AbstractUnbalancedPowerModel; nw::Int=nw_id_default)\n\nTemplate function for constraint of maximum switch closes per timestep (allows unlimited switch opens).\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_disable_networking-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_disable_networking","text":"constraint_disable_networking(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)\n\nConstrains each microgrid to not network with another microgrid, while still allowing them to expand.\n\nbeginalign\nsum_k in cal L y^k_ab = 1 forall ab in cal S\ny^k_ab - (1 - z_ab) le x_k^mg le y^k_ab + (1 - z_ab) forall k in cal L\ny^k_dc - (1 - z_dc) - (1 - z_ab) le y^k_ab le y^k_dc + (1 - z_dc) + (1 - z_ab) forall k in cal L forall ab in cal T_k forall dc in cal T_ksetminus ab\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_energized_blocks_strictly_increasing-Tuple{AbstractUnbalancedPowerModel, Int64, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_energized_blocks_strictly_increasing","text":"constraint_energized_blocks_strictly_increasing(pm::AbstractUnbalancedPowerModel, n_1::Int, n_2::Int)\n\nConstraint to ensure that the number of energized load blocks from one timestep to another is strictly increasing and that once energized, a load block cannot be shed in a later timestep.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_energized_loads_strictly_increasing-Tuple{AbstractUnbalancedPowerModel, Int64, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_energized_loads_strictly_increasing","text":"constraint_energized_loads_strictly_increasing(pm::AbstractUnbalancedPowerModel, n_1::Int, n_2::Int)\n\nConstraint to ensure that the number of energized load blocks from one timestep to another is strictly increasing and that once energized, a load block cannot be shed in a later timestep.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_grid_forming_inverter_per_cc_block-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_grid_forming_inverter_per_cc_block","text":"constraint_grid_forming_inverter_per_cc(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)\n\nConstrains each connected component of the load block graph to have only one grid-forming inverter, if the block is enabled\n\nbeginalign\n sum_k in cal B y^k_ab le z^sw_ab forall ab in cal E_sw \n sum_ab in cal T_k (1-z^sw_ab) - cal T_k + z^bl_k le sum_i in cal D_k z^inv_i le z^bl_k forall k in cal B \n S^g_i le overlineS^g_i (sum_ab in cal T_k z^sw_ab + sum_j in cal D_k z^inv_j) forall i in cal G \n S^g_i le overlineS^g_i (sum_ab in cal T_k sum_k in cal B y_ab^k + sum_j in cal D_k z^sw_j) forall i in cal G \n S^g_i ge underlineS^g_i (sum_ab in cal T_k z^sw_ab + sum_j in cal D_k z^inv_j) forall i in cal G \n S^g_i ge underlineS^g_i (sum_ab in cal T_k sum_k in cal B y_ab^k + sum_j in cal D_k z^sw_j) forall i in cal G \n y^k_ab - (1 - z^sw_ab) le sum_i in cal D_k z^inv_i le y^k_ab + (1 - z^sw_ab) forall k in cal Bforall ab in cal E_sw \n y^k_dc - (1 - z^sw_dc) - (1 - z^sw_ab) le y^k_ab le y^k_dc + (1 - z^sw_dc) + (1 - z^sw_ab) \n forall k in cal Bforall k in cal Bkforall ab in cal E_swforall dc in cal E_swab nonumber \n y_ab^k le sum_i in cal D_k z^inv_i forall k in cal Bforall ab in cal E_sw \n -z^sw_ab cal B le f_ab^k le z^sw_ab cal B forall k in cal Bforall ab in cal E_sw \n 0 le xi_ab^k le 1 forall k in cal Bforall ab in cal E_sw \n sum_ab in cal T_k a = k f_ab^k - sum_ab in cal T_k b = k f_ab^k + sum_ab in cal E_v^k xi_ab^k = cal B - 1 forall k in cal B \n sum_ab in cal T_k a = k f_ab^k - sum_ab in cal T_k b = k f_ab^k - xi_kk^k = -1 forall k ne k forall k in cal B \n y_ab^k le 1 - xi_kk^k forall k ne k ab in cal T_k \n z^bl_k le sum_i in cal D_k z^inv_i + sum_ab in cal T_k sum_k in cal B y^k_ab\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_grid_forming_inverter_per_cc_traditional-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_grid_forming_inverter_per_cc_traditional","text":"constraint_grid_forming_inverter_per_cc_traditional(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)\n\nConstrains each connected component of the graph to have only one grid-forming inverter, if the component is enabled\n\nbeginalign\n sum_k in cal B y^k_ab le z^sw_ab forall ab in cal E_sw \n sum_ab in cal T_k (1-z^sw_ab) - cal T_k + 1 le sum_i in cal D_k z^inv_i le 1 forall k in cal B \n S^g_i le overlineS^g_i (sum_ab in cal T_k z^sw_ab + sum_j in cal D_k z^inv_j) forall i in cal G \n S^g_i le overlineS^g_i (sum_ab in cal T_k sum_k in cal B y_ab^k + sum_j in cal D_k z^sw_j) forall i in cal G \n S^g_i ge underlineS^g_i (sum_ab in cal T_k z^sw_ab + sum_j in cal D_k z^inv_j) forall i in cal G \n S^g_i ge underlineS^g_i (sum_ab in cal T_k sum_k in cal B y_ab^k + sum_j in cal D_k z^sw_j) forall i in cal G \n y^k_ab - (1 - z^sw_ab) le sum_i in cal D_k z^inv_i le y^k_ab + (1 - z^sw_ab) forall k in cal Bforall ab in cal E_sw \n y^k_dc - (1 - z^sw_dc) - (1 - z^sw_ab) le y^k_ab le y^k_dc + (1 - z^sw_dc) + (1 - z^sw_ab) \n forall k in cal Bforall k in cal Bkforall ab in cal E_swforall dc in cal E_swab nonumber \n y_ab^k le sum_i in cal D_k z^inv_i forall k in cal Bforall ab in cal E_sw \n -z^sw_ab cal B le f_ab^k le z^sw_ab cal B forall k in cal Bforall ab in cal E_sw \n 0 le xi_ab^k le 1 forall k in cal Bforall ab in cal E_sw \n sum_ab in cal T_k a = k f_ab^k - sum_ab in cal T_k b = k f_ab^k + sum_ab in cal E_v^k xi_ab^k = cal B - 1 forall k in cal B \n sum_ab in cal T_k a = k f_ab^k - sum_ab in cal T_k b = k f_ab^k - xi_kk^k = -1 forall k ne k forall k in cal B \n y_ab^k le 1 - xi_kk^k forall k ne k ab in cal T_k \nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_isolate_block-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_isolate_block","text":"constraint_isolate_block(pm::AbstractUnbalancedPowerModel, nw::Int)\n\nconstraint to ensure that blocks get properly isolated by open switches by comparing the states of two neighboring blocks. If the neighboring block indicators are not either both 0 or both 1, the switch between them should be OPEN (0)\n\nbeginalign*\n (z^bl_fr - z^bl_to) leq gamma_i forall i in S \n (z^bl_fr - z^bl_fr) geq - gamma_i forall i in S \n z^bl_b leq N_gen + N_strg + N_neg load + sum_i in S in b gamma_i forall b in B\nendalign*\n\nwhere z^bl_fr and z^bl_to are the indicator variables for the blocks on either side of switch i.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_isolate_block_traditional-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_isolate_block_traditional","text":"constraint_isolate_block_traditional(pm::AbstractUnbalancedPowerModel, nw::Int)\n\nConstraint to simulate block isolation constraint in the traditional mld problem\n\nbeginalign\n z^bus_fr - z^bus_to leq (1-gamma_i) forall i in S \n z^bus_fr - z^bus_to geq -(1-gamma_i) forall i in S \n z^d_i leq z^d_j forall (ij) in D in B \n z^d_i leq z^bus_j forall i in D in B i in j in V in B \n z^bus_i leq z^bus_j forall (ij) in V in B \n z^bl_b leq N_gen + N_strg + N_neg load + sum_i in S in b in B gamma_i forall b in B\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{<:Int64}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_block_on_off","text":"constraint_mc_generator_power_block_on_off(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n pmin::Vector{<:Real},\n pmax::Vector{<:Real},\n qmin::Vector{<:Real},\n qmax::Vector{<:Real}\n)\n\nGeneric block mld on/off constraint for generator power\n\nbeginalign\nS_i geq z^bl_b S^lb_i i in b in B \nS_i leq z^bl_b S^ub_i i in b in B\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{<:Int64}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_traditional_on_off","text":"constraint_mc_generator_power_traditional_on_off(pm::AbstractUnbalancedPowerModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, qmin::Vector{<:Real}, qmax::Vector{<:Real})\n\nGeneric traditional mld on/off constraint for generator power\n\nbeginalign\nS_i geq z^gen_i S^lb_i \nS_i leq z^gen_i S^ub_i\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{Int64}, Vararg{Real, 6}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_block_on_off","text":"constraint_mc_storage_block_on_off(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n pmin::Real,\n pmax::Real,\n qmin::Real,\n qmax::Real,\n charge_ub::Real,\n discharge_ub::Real\n)\n\nblock on/off constraint for storage\n\nbeginalign\nsum_substackc in Gamma S_ic geq z^bl_b S^lb_i i in b in B \nsum_substackc in Gamma S_ic leq z^bl_b S^ub_i i in b in B\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_phase_unbalance-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{Int64}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_phase_unbalance","text":"constraint_mc_storage_phase_unbalance(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n unbalance_factor::Real\n)\n\nEnforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor\n\nS^strg_ic geq S^strg_id - f^unbal left( -d^on_i S^strg_id + c^on_i S^strg_id right) forall cd in C\nS^strg_ic leq S^strg_id + f^unbal left( -d^on_i S^strg_id + c^on_i S^strg_id right) forall cd in C\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{Int64}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following","text":"constraint_mc_storage_phase_unbalance_grid_following(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n unbalance_factor::Real\n)\n\nEnforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor on grid-following inverters only. Requires z_inverter variable\n\nS^strg_ic geq S^strg_id - f^unbal left( -d^on_i S^strg_id + c^on_i S^strg_id right) forall cd in C\nS^strg_ic leq S^strg_id + f^unbal left( -d^on_i S^strg_id + c^on_i S^strg_id right) forall cd in C\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Vector{Int64}, Vararg{Real, 6}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_traditional_on_off","text":"constraint_mc_storage_traditional_on_off(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n pmin::Real,\n pmax::Real,\n qmin::Real,\n qmax::Real,\n charge_ub::Real,\n discharge_ub::Real\n)\n\nTraditional on/off constraint for storage\n\nbeginalign\nsum_substackc in Gamma S_ic geq z^strg_i S^lb_i \nsum_substackc in Gamma S_ic leq z^strg_i S^ub_i\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_power_open_close-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_power_open_close","text":"constraint_mc_switch_power_open_close(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n f_bus::Int,\n t_bus::Int,\n f_connections::Vector{Int},\n t_connections::Vector{Int}\n)\n\ngeneric switch power open/closed constraint\n\nbeginalign\n S^sw_ic leq S^swu_ic z^sw_i forall i in Sforall c in C \n S^sw_ic geq -S^swu_ic z^sw_i forall i in Sforall c in C\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_radial_topology-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_radial_topology","text":"constraint_radial_topology(pm::AbstractUnbalancedPowerModel, nw::Int; relax::Bool=false)\n\nConstraint to enforce a radial topology\n\nSee 10.1109/TSG.2020.2985087\n\nbeginalign\nmathbfbeta in mathbfOmega \nalpha_ij leq beta_ijforall(ij) in L \nsum_substack(ji_r)in Lf^k_ji_r - sum_substack(i_rj)in Lf^k_i_rj=-1forall k in Nsetminus i_r \nsum_substack(jk)in Lf^k_jk - sum_substack(kj)in Lf^k_kj = 1forall k in Nsetminus i_r \nsum_substack(ji)in Lf^k_ji-sum_substack(ij)in Lf^k_ij=0forall k in Nsetminus i_rforall i in Nsetminus i_rk \n0 leq f^k_ij leq lambda_ij0 leq f^k_ji leq lambda_jiforall k in Nsetminus i_rforall(ij)in L \nsum_substack(ij)in Lleft(lambda_ij + lambda_ji right ) = left N right - 1 \nlambda_ij + lambda_ji = beta_ijforall(ij)in L \nlambda_ijlambda_jiinleft 01 right forall(ij)in L\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_block_on_off","text":"constraint_storage_complementarity_mi_block_on_off(\n pm::AbstractUnbalancedPowerModel,\n n::Int,\n i::Int,\n charge_ub::Real,\n discharge_ub::Real\n)\n\nNonlinear storage complementarity mi constraint for block mld problem.\n\nmath``` \\begin{align} c^{on}i * d^{on}i == z^{bl}b, i \\in {b \\in B} \\\nc^{on}i c^{ub}i \\geq ci \\\nd^{on}i d^{ub}i \\geq d_i \\end{align} ```\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off","text":"constraint_storage_complementarity_mi_traditional_on_off(\n pm::AbstractUnbalancedPowerModel,\n n::Int,\n i::Int,\n charge_ub::Real,\n discharge_ub::Real\n)\n\nNonlinear storage complementarity mi constraint for traditional mld problem.\n\nmath``` \\begin{align} c^{on}i d^{on}i = z^{strg}i \\\nc^{on}i c^{ub}i \\geq ci \\\nd^{on}i d^{ub}i \\geq d_i \\end{align} ```\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_switch_close_action_limit-Tuple{AbstractUnbalancedPowerModel, Int64, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_switch_close_action_limit","text":"constraint_switch_close_action_limit(pm::AbstractUnbalancedPowerModel, nw_1::Int, nw_2::Int)\n\nConstraint for maximum allowed switch close actions between time steps, as defined by ref(pm, nw, :switch_close_actions_ub)\n\nbeginalign\nDelta^gamma_i forall i in S \ngamma^t_i forall i in S forall t in T \ngamma^t_1t_2_i forall i in S forall (t_1t_2) in T \nst \n gamma^t_1t_2_i geq 0 \n gamma^t_1t_2_i geq gamma^t_2_i + gamma^t_1_i - 1 \n gamma^t_1t_2_i leq gammat_1_i \n gamma^t_1t_2_i leq gammat_2_i \n Delta^gamma_i geq gamma^t_2+i - gamma^t_1t_2_i \n Delta^gamma_i geq gamma^t_2+i + gamma^t_1t_2_i \n sum_substacki in S Delta^gamma_i leq N_gamma=1^ub\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_switch_close_action_limit-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_switch_close_action_limit","text":"constraint_switch_close_action_limit(pm::AbstractUnbalancedPowerModel, nw::Int)\n\nConstraint for maximum allowed switch close actions in a single time step, as defined by ref(pm, nw, :switch_close_actions_ub)\n\nbeginalign\nDelta^gamma_iforall i in S \nst \n Delta^gamma_i geq gamma left( 1 - gamma_0 right) \n Delta^gamma_i geq -gamma left( 1 - gamma_0 right) \n sum_substacki in S Delta^gamma_i leq N_gamma=1^ub\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_block_on_off","text":"\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_block_on_off","text":"constraint_mc_bus_voltage_magnitude_block_on_off(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\non/off bus voltage magnitude block constraint for relaxed formulations\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_traditional_on_off","text":"constraint_mc_bus_voltage_magnitude_traditional_on_off(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\non/off bus voltage magnitude traditional constraint for relaxed formulations\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off","text":"\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_block-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_block","text":"constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for block load shed problem with transformers (ACPU Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_traditional-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_traditional","text":"constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for traditional load shed problem with transformers (ACPU Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_block_on_off","text":"constraint_mc_storage_losses_block_on_off(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNon-linear storage loss constraint\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_traditional_on_off","text":"constraint_mc_storage_losses_traditional_on_off(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNon-linear storage loss constraint\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_voltage_open_close-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_voltage_open_close","text":"constraint_mc_switch_state_voltage_open_closed(pm::PMD.AbstractUnbalancedACPModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})\n\nLinear switch power on/off constraint for ACPU form.\n\nbeginalign\n V^fr_ic - V^to_ic leq left ( v^u_ic - v^l_ic right ) left ( 1 - z^sw_i right ) forall i in Sforall c in C \n V^fr_ic - V^to_ic geq -left ( v^u_ic - v^l_ic right ) left ( 1 - z^sw_i right ) forall i in Sforall c in C \n\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACPModel, Int64, Int64, Int64, Int64, Tuple{Int64, Int64, Int64}, Tuple{Int64, Int64, Int64}, Vector{Int64}, Vector{Int64}, Int64, Vector{<:Real}, Vector{Bool}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off","text":"constraint_mc_transformer_power_yy_on_off(\n pm::PMD.AbstractUnbalancedACPModel,\n nw::Int,\n trans_id::Int,\n f_bus::Int,\n t_bus::Int,\n f_idx::Tuple{Int,Int,Int},\n t_idx::Tuple{Int,Int,Int},\n f_connections::Vector{Int},\n t_connections::Vector{Int},\n pol::Int,\n tm_set::Vector{<:Real},\n tm_fixed::Vector{Bool},\n tm_scale::Real\n)\n\nLinks to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true\n\nw_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_block_on_off","text":"\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_block_on_off","text":"constraint_mc_bus_voltage_magnitude_block_on_off(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\non/off block bus voltage magnitude squared constraint for ac-rect form\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_traditional_on_off","text":"constraint_mc_bus_voltage_magnitude_traditional_on_off(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\non/off block bus voltage magnitude squared constraint for ac-rect form\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off","text":"\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_inverter_theta_ref-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_inverter_theta_ref","text":"constraint_mc_inverter_theta_ref(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, va_ref::Vector{<:Real})\n\nCreates phase angle constraints at reference buses for the ACR formulation\n\nmath\\begin{align} \\Im(V) = \\tan(V_a^{ref}) \\Re(V) \\end{align}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_block-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_block","text":"constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for block load shed problem with transformers (ac-rect form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_traditional-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_traditional","text":"constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for traditional load shed problem with transformers (ac-rect form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_block_on_off","text":"constraint_mc_storage_losses_block_on_off(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNonlinear storage losses constraint for ac-rect form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_traditional_on_off","text":"constraint_mc_storage_losses_traditional_on_off(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNonlinear storage losses constraint for ac-rect form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_voltage_open_close-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_voltage_open_close","text":"constraint_mc_switch_voltage_open_close(pm::PMD.AbstractUnbalancedACRModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})\n\nnonlinear switch power on/off constraint for ac-rect form\n\nbeginalign\n \n\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedACRModel, Int64, Int64, Int64, Int64, Tuple{Int64, Int64, Int64}, Tuple{Int64, Int64, Int64}, Vector{Int64}, Vector{Int64}, Int64, Vector{<:Real}, Vector{Bool}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off","text":"constraint_mc_transformer_power_yy_block_on_off(\n pm::PMD.AbstractUnbalancedACRModel,\n nw::Int,\n trans_id::Int,\n f_bus::Int,\n t_bus::Int,\n f_idx::Tuple{Int,Int,Int},\n t_idx::Tuple{Int,Int,Int},\n f_connections::Vector{Int},\n t_connections::Vector{Int},\n pol::Int,\n tm_set::Vector{<:Real},\n tm_fixed::Vector{Bool},\n tm_scale::Real\n)\n\nLinks to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_block_on_off","text":"do nothing, no voltage variables\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off","text":"do nothing, no voltage variables\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{<:Int64}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_block_on_off","text":"constraint_mc_generator_power_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, ::Vector{<:Real}, ::Vector{<:Real})\n\non/off block constraint for generators for NFA model\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_generator_power_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{<:Int64}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_generator_power_traditional_on_off","text":"constraint_mc_generator_power_traditional_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Vector{<:Real}, pmax::Vector{<:Real}, ::Vector{<:Real}, ::Vector{<:Real})\n\non/off traditional constraint for generators for NFAU form\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_inverter_theta_ref-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_inverter_theta_ref","text":"nothing to do, no voltage angle variables\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_block-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_block","text":"constraint_mc_power_balance_shed_block(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for block load shed problem with transformers (NFAU Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_traditional-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_traditional","text":"constraint_mc_power_balance_shed_traditional(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for traditional load shed problem with transformers (NFAU Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{Int64}, Vararg{Real, 6}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_block_on_off","text":"constraint_mc_storage_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Real, pmax::Real, ::Real, ::Real, ::Real, ::Real)\n\nblock on/off constraint for storage in NFAU Form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_block_on_off","text":"constraint_mc_storage_losses_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, ::Real, ::Real, ::Real, ::Real)\n\nNeglects all losses (lossless model), NFAU Form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_traditional_on_off","text":"constraint_mc_storage_losses_traditional_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, ::Real, ::Real, ::Real, ::Real)\n\nNeglects all losses (lossless model), NFAU Form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following-Tuple{PowerModelsDistribution.AbstractUnbalancedActivePowerModel, Int64, Int64, Vector{Int64}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_phase_unbalance_grid_following","text":"constraint_mc_storage_phase_unbalance_grid_following(\n pm::AbstractUnbalancedPowerModel,\n nw::Int,\n i::Int,\n connections::Vector{Int},\n unbalance_factor::Real\n)\n\nEnforces that storage inputs/outputs are (approximately) balanced across each phase, by some unbalance_factor on grid-following inverters only. Requires z_inverter variable. Variant for Active Power Only models.\n\nS^strg_ic geq S^strg_id - f^unbal left( -d^on_i S^strg_id + c^on_i S^strg_id right) forall cd in C\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Vector{Int64}, Vararg{Real, 6}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_traditional_on_off","text":"constraint_mc_storage_traditional_on_off(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, connections::Vector{Int}, pmin::Real, pmax::Real, ::Real, ::Real, ::Real, ::Real)\n\ntraditional on/off constraint for storage in NFAU Form.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_open_voltage_distance-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_open_voltage_distance","text":"do nothing, no voltage variables\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_power_open_close-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_power_open_close","text":"constraint_mc_switch_power_open_close(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})\n\nLinear switch power on/off constraint for Active Power Only Models. If relax, an indicator constraint is used.\n\nbeginalign\n P^sw_ic leq P^swu_ic z^sw_i forall i in Pforall c in C \n P^sw_ic geq -P^swu_ic z^sw_i forall i in Pforall c in C\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_voltage_open_close-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_voltage_open_close","text":"constraint_mc_switch_voltage_open_close(pm::PMD.AbstractUnbalancedNFAModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})\n\nNo voltage variables, do nothing\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_block_on_off","text":"constraint_mc_transformer_power_block_on_off(pm::PMD.AbstractUnbalancedNFAModel, i::Int; nw::Int=nw_id_default, fix_taps::Bool=false)\n\ntransformer active power only constraint pf=-pt\n\np_ffc == -pttc\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_traditional_on_off","text":"\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_block_on_off","text":"constraint_storage_complementarity_mi_block_on_off(pm::Union{PMD.LPUBFDiagModel,PMD.AbstractUnbalancedNFAModel}, n::Int, i::Int, charge_ub::Real, discharge_ub::Real)\n\nlinear storage complementarity mi constraint for block mld problem\n\nmathsc_{on} + sd_{on} == z_{block}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedNFAModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off","text":"constraint_storage_complementarity_mi_traditional_on_off(\n pm::Union{PMD.LPUBFDiagModel,PMD.AbstractUnbalancedNFAModel},\n n::Int,\n i::Int,\n charge_ub::Real,\n discharge_ub::Real\n)\n\nlinear storage complementarity mi constraint for traditional mld problem\n\nmathsc_{on} + sd_{on} == z_{block}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_inverter_theta_ref-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_inverter_theta_ref","text":"constraint_mc_inverter_theta_ref(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, ::Vector{<:Real})\n\nConstrains a bus with a connected grid-forming inverter to have a reference bus constraint\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_load_power_block_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_load_power_block_on_off","text":"Default to PowerModelsDistribution.constraintmcload_power\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_load_power_block_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_load_power_block_on_off","text":"constraint_mc_load_power(pm::LPUBFDiagModel, load_id::Int; nw::Int=nw_id_default, report::Bool=true)\n\nDelta/voltage-dependent load models for LPUBFDiagModel. Delta loads use the auxilary power variable (X). The constant current load model is derived by linearizing around the flat-start voltage solution.\n\nbeginalign\ntextConstant power Rightarrow P_i^d = P_i^d0Q_i^d = Q_i^d0 forall i in L \ntextConstant impedance (Wye) Rightarrow P_i^d = a_i cdot w_iQ_i^d = b_i cdot w_i forall i in L \ntextConstant impedance (Delta) Rightarrow P_i^d = 3cdot a_i cdot w_iQ_i^d = 3cdot b_i cdot w_i forall i in L \ntextConstant current (Wye) Rightarrow P_i^d = fraca_i2cdot left( 1+w_i right)Q_i^d = fracb_i2cdot left( 1+w_i right) forall i in L \ntextConstant current (Delta) Rightarrow P_i^d = fracsqrt3 cdot a_i2cdot left( 1+w_i right)Q_i^d = fracsqrt3 cdot b_i2cdot left( 1+w_i right) forall i in L\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_load_power_block_scenario-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_load_power_block_scenario","text":"constraint_mc_load_power(pm::PMD.LPUBFDiagModel, load_id::Int, scen::Int; nw::Int=nw_id_default, report::Bool=true)\n\nLoad models for LPUBFDiagModel (similar to PMD.constraintmcload_power) for robust mld problem. The constraints are different for each scenario.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_load_power_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_load_power_traditional_on_off","text":"Default to PowerModelsDistribution.constraintmcload_power\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_load_power_traditional_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_load_power_traditional_on_off","text":"constraint_mc_load_power(pm::LPUBFDiagModel, load_id::Int; nw::Int=nw_id_default, report::Bool=true)\n\nDelta/voltage-dependent load models for LPUBFDiagModel. Delta loads use the auxilary power variable (X). The constant current load model is derived by linearizing around the flat-start voltage solution.\n\nbeginalign\ntextConstant power Rightarrow P_i^d = P_i^d0Q_i^d = Q_i^d0 forall i in L \ntextConstant impedance (Wye) Rightarrow P_i^d = a_i cdot w_iQ_i^d = b_i cdot w_i forall i in L \ntextConstant impedance (Delta) Rightarrow P_i^d = 3cdot a_i cdot w_iQ_i^d = 3cdot b_i cdot w_i forall i in L \ntextConstant current (Wye) Rightarrow P_i^d = fraca_i2cdot left( 1+w_i right)Q_i^d = fracb_i2cdot left( 1+w_i right) forall i in L \ntextConstant current (Delta) Rightarrow P_i^d = fracsqrt3 cdot a_i2cdot left( 1+w_i right)Q_i^d = fracsqrt3 cdot b_i2cdot left( 1+w_i right) forall i in L\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_block-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_block","text":"constraint_mc_power_balance_shed_block(pm::PMD.LPUBFDiagModel, nw::Int, i::Int,\n terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}},\n bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}},\n bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}}\n)\n\nKCL for block load shed problem with transformers (LinDistFlow Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_power_balance_shed_traditional-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Vector{Int64}, Vector{Bool}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vector{Tuple{Tuple{Int64, Int64, Int64}, Vector{Int64}}}, Vararg{Vector{Tuple{Int64, Vector{Int64}}}, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_power_balance_shed_traditional","text":"constraint_mc_power_balance_shed_traditional(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})\n\nKCL for traditional load shed problem with transformers (LinDistFlow Form)\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_block_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_block_on_off","text":"constraint_mc_storage_losses_block_on_off(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNeglects the active and reactive loss terms associated with the squared current magnitude.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_storage_losses_traditional_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Int64, Vector{Int64}, Vararg{Real, 4}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_storage_losses_traditional_on_off","text":"constraint_mc_storage_losses_traditional_on_off(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, bus::Int, connections::Vector{Int}, r::Real, x::Real, p_loss::Real, q_loss::Real)\n\nNeglects the active and reactive loss terms associated with the squared current magnitude.\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_voltage_open_close-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_voltage_open_close","text":"constraint_mc_switch_voltage_open_close(pm::PMD.LPUBFDiagModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})\n\nLinear switch power on/off constraint for LPUBFDiagModel.\n\nbeginalign\n w^fr_ic - w^to_ic leq left ( v^u_ic right )^2 left ( 1 - z^sw_i right ) forall i in Sforall c in C \n w^fr_ic - w^to_ic geq -left ( v^u_icright )^2 left ( 1 - z^sw_i right ) forall i in Sforall c in C\nendalign\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Int64, Int64, Tuple{Int64, Int64, Int64}, Tuple{Int64, Int64, Int64}, Vector{Int64}, Vector{Int64}, Int64, Vector{<:Real}, Vector{Bool}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_yy_block_on_off","text":"constraint_mc_transformer_power_yy_block_on_off(\n pm::PMD.LPUBFDiagModel,\n nw::Int,\n trans_id::Int,\n f_bus::Int,\n t_bus::Int,\n f_idx::Tuple{Int,Int,Int},\n t_idx::Tuple{Int,Int,Int},\n f_connections::Vector{Int},\n t_connections::Vector{Int},\n pol::Int,\n tm_set::Vector{<:Real},\n tm_fixed::Vector{Bool},\n tm_scale::Real\n)\n\nLinks to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true\n\nw_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Int64, Int64, Tuple{Int64, Int64, Int64}, Tuple{Int64, Int64, Int64}, Vector{Int64}, Vector{Int64}, Int64, Vector{<:Real}, Vector{Bool}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off","text":"constraint_mc_transformer_power_yy_traditional_on_off(pm::PMD.LPUBFDiagModel, nw::Int, trans_id::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, pol::Int, tm_set::Vector{<:Real}, tm_fixed::Vector{Bool}, tm_scale::Real)\n\nLinks to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true\n\nw_fr_i=(pol_i*tm_scale*tm_i)^2w_to_i\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_block_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_block_on_off","text":"constraint_storage_complementarity_mi_block_on_off(pm::PMD.LPUBFDiagModel, n::Int, i::Int, charge_ub::Real, discharge_ub::Real)\n\nlinear storage complementarity mi constraint for block mld problem\n\nmathsc_{on} + sd_{on} == z_{block}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off-Tuple{PowerModelsDistribution.LPUBFDiagModel, Int64, Int64, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_storage_complementarity_mi_traditional_on_off","text":"constraint_storage_complementarity_mi_traditional_on_off(pm::PMD.LPUBFDiagModel, n::Int, i::Int, charge_ub::Real, discharge_ub::Real)\n\nlinear storage complementarity mi constraint for traditional mld problem\n\nmathsc_{on} + sd_{on} == z_{block}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedWModels, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_block_on_off","text":"constraint_mc_bus_voltage_block_on_off(pm::PMD.AbstractUnbalancedWModels, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\nRedirects to constraint_mc_bus_voltage_magnitude_sqr_block_on_off for AbstractUnbalancedWModels\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_sqr_block_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedWModels, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_sqr_block_on_off","text":"constraint_mc_bus_voltage_magnitude_sqr_block_on_off(\n pm::PMD.AbstractUnbalancedWModels,\n nw::Int,\n i::Int,\n vmin::Vector{<:Real},\n vmax::Vector{<:Real}\n)\n\non/off block bus voltage magnitude squared constraint for W models\n\n\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_magnitude_sqr_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedWModels, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_magnitude_sqr_traditional_on_off","text":"constraint_mc_bus_voltage_magnitude_sqr_traditional_on_off(\n pm::PMD.AbstractUnbalancedWModels,\n nw::Int,\n i::Int,\n vmin::Vector{<:Real},\n vmax::Vector{<:Real}\n)\n\non/off traditional bus voltage magnitude squared constraint for W models\n\n\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off-Tuple{PowerModelsDistribution.AbstractUnbalancedWModels, Int64, Int64, Vector{<:Real}, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_bus_voltage_traditional_on_off","text":"constraint_mc_bus_voltage_traditional_on_off(pm::PMD.AbstractUnbalancedWModels, nw::Int, i::Int, vmin::Vector{<:Real}, vmax::Vector{<:Real})\n\nRedirects to constraint_mc_bus_voltage_magnitude_sqr_traditional_on_off for AbstractUnbalancedWModels\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_inverter_theta_ref-Tuple{PowerModelsDistribution.AbstractUnbalancedPolarModels, Int64, Int64, Vector{<:Real}}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_inverter_theta_ref","text":"constraint_mc_inverter_theta_ref(pm::PMD.AbstractUnbalancedPolarModels, nw::Int, i::Int, va_ref::Vector{<:Real})\n\nPhase angle constraints at reference buses for the Unbalanced Polar models\n\nmath\\begin{align*} V_a - V^{ref}_a \\leq 60^{\\circ} * (1-\\sum{z_{inv}}) V_a - V^{ref}_a \\geq -60^{\\circ} * (1-\\sum{z_{inv}}) \\end{align*}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_open_voltage_distance-Tuple{PowerModelsDistribution.AbstractUnbalancedPolarModels, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_open_voltage_distance","text":"constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedPolarModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)\n\nConstraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for Polar models math``` \\begin{align} |V{i,\\phi}|-|V{j,\\phi}| &\\leq \\overline{\\delta}^{|V|}{k} + \\tau^{|V|}{k,\\phi}, \\; \\; & \\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n -\\left[|V{i,\\phi}|-|V{j,\\phi}|\\right] &\\leq \\overline{\\delta}^{|V|}{k} + \\tau^{|V|}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n \\angle V{i,\\phi}-\\angle V{j,\\phi} &\\leq \\overline{\\delta}^{\\angle V}{k} + \\tau^{\\angle V}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n -\\left[\\angle V{i,\\phi}-\\angle V{j,\\phi}\\right] &\\leq \\overline{\\delta}^{\\angle V}{k} + \\tau^{\\angle V}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\end{align}\n\n\nmath```\n\\begin{align}\n \\tau^{V}_{k,\\phi} = \\left(\\frac{\\tau^{|V|}_{k,\\phi}}{\\overline{\\delta}^{|V|}_{k,\\phi}}\\right)^2 +\\left(\\frac{\\tau^{\\angle V}_{k,\\phi}}{\\overline{\\delta}^{\\angle V}_{k,\\phi}}\\right)^2, \\; \\; \\forall (i,j,k) \\in {\\cal E}_{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi\n\\end{align}\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_open_voltage_distance-Tuple{PowerModelsDistribution.AbstractUnbalancedRectangularModels, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_open_voltage_distance","text":"constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedRectangularModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)\n\nConstraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for Rectangular models math``` \\begin{align} \\sqrt{\\Re{V{i,\\phi}}^2 + \\Im{V{i,\\phi}}^2}-\\sqrt{\\Re{V{j,\\phi}}^2 + \\Im{V{j,\\phi}}^2} &\\leq \\overline{\\delta}^{|V|}{k} + \\tau^{|V|}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n -\\left[\\sqrt{\\Re{V{i,\\phi}}^2 + \\Im{V{i,\\phi}}^2}-\\sqrt{\\Re{V{j,\\phi}}^2 + \\Im{V{j,\\phi}}^2}\\right] &\\leq \\overline{\\delta}^{|V|}{k} + \\tau^{|V|}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n \\arctan{\\left(\\frac{\\Im{V{i,\\phi}}}{\\Re{V{i,\\phi}}}\\right)}-\\arctan{\\left(\\frac{\\Im{V{j,\\phi}}}{\\Re{V{j,\\phi}}}\\right)} &\\leq \\overline{\\delta}^{\\angle V}{k} + \\tau^{\\angle V}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n -\\left[\\arctan{\\left(\\frac{\\Im{V{i,\\phi}}}{\\Re{V{i,\\phi}}}\\right)}-\\arctan{\\left(\\frac{\\Im{V{j,\\phi}}}{\\Re{V{j,\\phi}}}\\right)}\\right] &\\leq \\overline{\\delta}^{\\angle V}{k} + \\tau^{\\angle V}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\end{align}\n\n\nmath```\n\\begin{align}\n \\tau^{V}_{k,\\phi} = \\left(\\frac{\\tau^{|V|}_{k,\\phi}}{\\overline{\\delta}^{|V|}_{k,\\phi}}\\right)^2 +\\left(\\frac{\\tau^{\\angle V}_{k,\\phi}}{\\overline{\\delta}^{\\angle V}_{k,\\phi}}\\right)^2, \\; \\; \\forall (i,j,k) \\in {\\cal E}_{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi\n\\end{align}\n\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_switch_open_voltage_distance-Tuple{PowerModelsDistribution.AbstractUnbalancedWModels, Int64, Int64, Int64, Int64, Vector{Int64}, Vector{Int64}, Real, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_switch_open_voltage_distance","text":"constraint_mc_switch_open_voltage_distance(pm::PMD.AbstractUnbalancedWModels, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}, vm_delta_pu::Real, ::Real)\n\nConstraints for voltages on either side of an open switch to be within some distance of one another (provided by user) for W models\n\nmath``` \\begin{align} w{i,\\phi} - w{j,\\phi} &\\leq \\left(\\overline{\\delta}^{|V|}{k}\\right)^2 + \\tau^{w}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\\n -\\left[w{i,\\phi} - w{j,\\phi}\\right] &\\leq \\left(\\overline{\\delta}^{|V|}{k}\\right)^2 + \\tau^{w}{k,\\phi}, \\; \\; &\\forall (i,j,k) \\in {\\cal E}{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi \\end{align}\n\n\nmath```\n\\begin{align}\n \\tau^{V}_{k,\\phi} = \\frac{\\upsilon^{w}_{k,\\phi}}{\\left(\\overline{\\delta}^{|V|}_{k}\\right)^2}, \\; \\; \\forall (i,j,k) \\in {\\cal E}_{sw}^{\\mathrm{open}},\\forall \\phi \\in \\Phi\n\\end{align}\n\nwhere\n\nmath``` \\begin{align} \\upsilon^{w}{k,\\phi} \\geq 2 (\\underline{\\tau}^{|V|}{k})^2 \\tau^{w}{k,\\phi} - (\\underline{\\tau}^{|V|}{k})^4 \\\n \\upsilon^{w}{k,\\phi} \\geq 2 (\\overline{\\tau}^{|V|}{k})^2 \\tau^{w}{k,\\phi} - (\\overline{\\tau}^{|V|}{k})^4 \\\n \\upsilon^{w}{k,\\phi} \\leq \\left((\\overline{\\tau}^{|V|}{k})^2 + (\\underline{\\tau}^{|V|}{k})^2\\right) \\tau^{w}{k,\\phi} - (\\overline{\\tau}^{|V|}{k})^2(\\underline{\\tau}^{|V|}{k})^2 \\\n\\end{align} ```\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off-Tuple{AbstractUnbalancedPowerModel, Int64, Int64, Int64, Int64, Tuple{Int64, Int64, Int64}, Tuple{Int64, Int64, Int64}, Vector{Int64}, Vector{Int64}, Int64, Vector{<:Real}, Vector{Bool}, Real}","page":"Variables and Constraints","title":"PowerModelsONM.constraint_mc_transformer_power_yy_traditional_on_off","text":"constraint_mc_transformer_power_yy_block_on_off(\n pm::PMD.AbstractUnbalancedACRModel,\n nw::Int,\n trans_id::Int,\n f_bus::Int,\n t_bus::Int,\n f_idx::Tuple{Int,Int,Int},\n t_idx::Tuple{Int,Int,Int},\n f_connections::Vector{Int},\n t_connections::Vector{Int},\n pol::Int,\n tm_set::Vector{<:Real},\n tm_fixed::Vector{Bool},\n tm_scale::Real\n)\n\nLinks to and from power and voltages in a wye-wye transformer, assumes tm_fixed is true\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#Objectives","page":"Variables and Constraints","title":"Objectives","text":"","category":"section"},{"location":"reference/variable_constraint.html","page":"Variables and Constraints","title":"Variables and Constraints","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"objective.jl\"]","category":"page"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_mc_min_storage_utilization-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.objective_mc_min_storage_utilization","text":"objective_mc_min_storage_utilization(pm::AbstractUnbalancedPowerModel)\n\nMinimizes the amount of storage that gets utilized in favor of using all available generation first\n\nbeginalign*\nmboxminimize \n sum_substacke in Et in T epsilon^ub_e - epsilon_et \nendalign*\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_min_shed_load_block-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.objective_min_shed_load_block","text":"objective_min_shed_load_block(pm::AbstractUnbalancedPowerModel)\n\nMinimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_block_rolling_horizon is that the sum over the switches in line 2 of the objective is optional, as determined by user inputs in the model, i.e., enable_switch_state_open_cost (default: false), and disable-switch-state-change-cost (default: false).\n\n```math \\begin{align} \\mbox{minimize: } & \\\n& \\sum{\\substack{b \\in B,t \\in T}} W^{bl}{b,t} \\left(1 - z^{bl}{b,t} \\right) \\\n& + \\sum{\\substack{s \\in S,t \\in T}} \\left[ W^{sw}{s,t} \\left(1 - \\gamma{s,t} \\right )) + W^{\\Delta^{\\gamma}}{s,t}\\Delta^{\\gamma}{s,t}\\right ]\\\n& + \\sum{\\substack{e \\in E,t \\in T}} \\epsilon^{ub}{e} - \\epsilon{e,t} \\\n& + \\sum{\\substack{g \\in G,t \\in T}} f1 P{g,t} + f_0 \\end{align}```\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_min_shed_load_block_rolling_horizon-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.objective_min_shed_load_block_rolling_horizon","text":"objective_min_shed_load_block_rolling_horizon(pm::AbstractUnbalancedPowerModel)\n\nMinimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_block is that the sum over the switches in line 2 of the objective is non-optional.\n\n```math \\begin{align} \\mbox{minimize: } & \\\n& \\sum{\\substack{b \\in B,t \\in T}} W^{bl}{b,t} \\left(1 - z^{bl}{b,t} \\right) \\\n& + \\sum{\\substack{s \\in S,t \\in T}} \\left[ W^{sw}{s,t} \\left(1 - \\gamma{s,t} \\right )) + W^{\\Delta^{\\gamma}}{s,t}\\Delta^{\\gamma}{s,t}\\right ]\\\n& + \\sum{\\substack{e \\in E,t \\in T}} \\epsilon^{ub}{e} - \\epsilon{e,t} \\\n& + \\sum{\\substack{g \\in G,t \\in T}} f1 P{g,t} + f_0 \\end{align}```\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_min_shed_load_traditional-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.objective_min_shed_load_traditional","text":"objective_min_shed_load_traditional(pm::AbstractUnbalancedPowerModel)\n\nMinimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_traditional_rolling_horizon is that the sum over the switches in line 2 of the objective is optional, as determined by user inputs in the model, i.e., enable_switch_state_open_cost (default: false), and disable-switch-state-change-cost (default: false).\n\nbeginalign*\nmboxminimize \n sum_substackl in Lt in T W^d_lt left(1 - z^d_lt right) \n + sum_substacks in St in T left W^sw_st left(1 - gamma_st right )) + W^Delta^gamma_stDelta^gamma_stright \n + sum_substacke in Et in T epsilon^ub_e - epsilon_et \n + sum_substackg in Gt in T f_1 P_gt + f_0\nendalign*\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_min_shed_load_traditional_rolling_horizon-Tuple{AbstractUnbalancedPowerModel}","page":"Variables and Constraints","title":"PowerModelsONM.objective_min_shed_load_traditional_rolling_horizon","text":"objective_min_shed_load_traditional_rolling_horizon(pm::AbstractUnbalancedPowerModel)\n\nMinimum block load shed objective for rolling horizon problem. Note that the difference between this and objective_min_shed_load_traditional is that the sum over the switches in line 2 of the objective is non-optional.\n\nbeginalign*\nmboxminimize \n sum_substackl in Lt in T W^d_lt left(1 - z^d_lt right) \n + sum_substacks in St in T left W^sw_st left(1 - gamma_st right )) + W^Delta^gamma_stDelta^gamma_stright \n + sum_substacke in Et in T epsilon^ub_e - epsilon_et \n + sum_substackg in Gt in T f_1 P_gt + f_0\nendalign*\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.objective_robust_min_shed_load_block_rolling_horizon-Tuple{AbstractUnbalancedPowerModel, Dict{Int64, JuMP.AffExpr}, Int64}","page":"Variables and Constraints","title":"PowerModelsONM.objective_robust_min_shed_load_block_rolling_horizon","text":"objective_robust_min_shed_load_block_rolling_horizon(pm::AbstractUnbalancedPowerModel, scenarios::Vector{Int})\n\nMinimum block load shed objective (similar to objectiveminshedloadblockrollinghorizon) for robust partitioning problem considering uncertainty\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#Ref-extensions","page":"Variables and Constraints","title":"Ref extensions","text":"","category":"section"},{"location":"reference/variable_constraint.html","page":"Variables and Constraints","title":"Variables and Constraints","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"ref.jl\"]","category":"page"},{"location":"reference/variable_constraint.html#PowerModelsONM.ref_add_load_blocks!-Tuple{Dict{Symbol}, Dict{String}}","page":"Variables and Constraints","title":"PowerModelsONM.ref_add_load_blocks!","text":"ref_add_load_blocks!(ref::Dict{Symbol,<:Any}, data::Dict{String,<:Any})\n\nRef extension to add load blocks to ref for all time steps\n\n\n\n\n\n","category":"method"},{"location":"reference/variable_constraint.html#PowerModelsONM.ref_add_options!-Tuple{Dict{Symbol}, Dict{String}}","page":"Variables and Constraints","title":"PowerModelsONM.ref_add_options!","text":"ref_add_options!(ref::Dict{Symbol,<:Any}, data::Dict{String,<:Any})\n\nRef extension to add options to ref for all time steps\n\n\n\n\n\n","category":"method"},{"location":"installation.html#Installation-Guide","page":"Installation Guide","title":"Installation Guide","text":"","category":"section"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"From Julia, PowerModelsONM is installed using the built-in package manager:","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"]add PowerModelsONM","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"or equivalently,","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"import Pkg\nPkg.add(\"PowerModelsONM\")","category":"page"},{"location":"installation.html#Developer-Installation","page":"Installation Guide","title":"Developer Installation","text":"","category":"section"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"To install PowerModelsONM as a developer,","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"import Pkg\nPkg.develop(Pkg.PackageSpec(; name=\"PowerModelsONM\", url=\"https://github.com/lanl-ansi/PowerModelsONM.jl\"))","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"From the command-line, outside Julia, one could download the repository, either via Github.com, or using git, i.e.,","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"git clone https://github.com/lanl-ansi/PowerModelsONM.jl.git\ngit checkout tags/v1.0.0","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"Then to install PowerModelsONM and its required packages","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"julia --project=\"path/to/PowerModelsONM\" -e 'using Pkg; Pkg.instantiate(); Pkg.precompile();'","category":"page"},{"location":"installation.html#Gurobi-Configuration","page":"Installation Guide","title":"Gurobi Configuration","text":"","category":"section"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"To use Gurobi, a Gurobi binary in required on your system, as well as ENV variables defining where the Gurobi binary is, and where your Gurobi license file is, e.g., for Gurobi 9.10 on MacOS,","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"export GRB_LICENSE_FILE=\"$HOME/.gurobi/gurobi.lic\"\nexport GUROBI_HOME=\"/Library/gurobi910/mac64\"","category":"page"},{"location":"installation.html","page":"Installation Guide","title":"Installation Guide","text":"BEFORE importing PowerModelsONM with using PowerModelsONM, you must import Gurobi.","category":"page"},{"location":"developer/style.html#Style-Conventions","page":"Style Guide","title":"Style Conventions","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"In general, the following conventions should be adhered to when making changes or additions to the code base. These conventions should include any conventions applied across the InfrastructureModels ecosystem specific to power engineering (i.e conventions from InfrastructureModels, PowerModels, PowerModelsRestoration, etc.) with some additions specific to PowerModelsONM.","category":"page"},{"location":"developer/style.html#Functions","page":"Style Guide","title":"Functions","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"Function additions should meeting the following criteria:","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"All functions should be clearly named, without abbreviations, and with underscores between words, e.g. parse_file or constraint_bus_voltage_magnitude; in Python this is known as lower_case_with_underscores. The exception to the abbreviate rule is cases where abbreviations would be expected in the modeling of power systems.\nAll functions that are not prepended by an underscore _ will be exported by default (i.e. when a user uses using PowerModelsONM). Public functions should have a detailed docstring instructing on usage\nAll functions that modify data in place should end with an exclamation point ! and the function input that is being modified should be the first argument (or first arguments in the case where multiple inputs are being modified in place). The exceptions to this rule are constraint and variable creation functions (i.e. those functions related to JuMP model creation), which do not include the exclaimation point\nAll function arguments, including keyword arguments, should have their types specified.\nPrivate functions, i.e. those intended to be for internal use only, should follow the same descriptive naming conventions as functions exported by default, and should always include docstrings to describe their purpose.\nFunctions should be separated by two blank lines","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"\"this function demonstrates how an internal, in-place data altering function should be defined\"\nfunction _concise_descriptive_name!(data::Dict{String,<:Any}, a::Real, b::Vector{<:Real}, c::Matrix{<:Complex}; d::Bool=false, e::Vector{Function}=Function[])\nend","category":"page"},{"location":"developer/style.html#Types-and-Enums","page":"Style Guide","title":"Types & Enums","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"When specifying types, i.e. when specifying the type of a function argument, or creating enums, these guidelines are recommended:","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"Prefer to use Vector{T} instead of Array{T,1}\nPrefer to use Matrix{T} instead of Array{T,2}\nEnums should only be used in the ENGINEERING data model, never the MATHEMATICAL data model\nEnums must be added to the JSON parser when introduced","category":"page"},{"location":"developer/style.html#Constants","page":"Style Guide","title":"Constants","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"Whenever possible, const should be used to eliminate unnecesary re-evaluations of code, and every const should have a docstring, whether internal or public.","category":"page"},{"location":"developer/style.html#JuMP-Variables-and-Constraints","page":"Style Guide","title":"JuMP Variables and Constraints","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"For functions that create JuMP variables and constraints in particular, we follow the following naming convention as originally adopted by PowerModels:","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"(_)__(_real|_imaginary|_magnitude|_angle|_factor)(_fr|_to)(_sqr)(_on_off)","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"in the interest of intuitive names for users, the following special cases are also acceptable,","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"_power_real -(can be replaced with)-> _active\n_power_imaginary -(can be replaced with)-> _reactive","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"In the case of PowerModelsONM, there are additional tags indicating that a function is a multiconductor variant, three-phase specific, etc.:","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"mc multi-conductor, with an explicit neutral (which is the last conductor by convention?)\nmp multi-phase, for constraints that have no (explicit) neutral and multiple phases\n3p three-phase, when a constraint is hard-coded for three phases","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"Currently, all phase-aware functions use mc, but this is subject to change in the future as we refactor. If the function is not multiphase specific, these are not needed in the function name.","category":"page"},{"location":"developer/style.html#Formulation-Styles","page":"Style Guide","title":"Formulation Styles","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"All new formulations should have clear error messages when they do not support existing components. For example, if a formulation addition which is intended to work with OPF does not support delta-wye transformers, the constraint_mc_transformer_power_dy\nFormulation abstract type and mutable struct must be specified in CapitalizedWords, which is a subtype of camelCase with the first word also capitalized.","category":"page"},{"location":"developer/style.html#Problem-Specification-Styles","page":"Style Guide","title":"Problem Specification Styles","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"If a new problem specification is only needed due to the requirements of a new formulation, and is not a new type of problem, e.g. another OPF formulation, a build_ function with the same name as the existing formulation should be created that accepts a specific PowerModel (multiple dispatch)\nIf a new problem specification is a new type of problem that will e.g. accept multiple formulations, new build_ and run_ functions should be created that do not collide with existing problem specification functions","category":"page"},{"location":"developer/style.html#Metaprogramming","page":"Style Guide","title":"Metaprogramming","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"In general, it is better to avoid metaprogramming patterns, like creating functions algorithmically, in order to aid in the debugging of code. Metaprogramming can create significant challenges in interpreting stacktraces upon errors.","category":"page"},{"location":"developer/style.html#Markdown","page":"Style Guide","title":"Markdown","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"Markdown files should be properly formatted, particularly when including tables. Developers are encouraged to use markdownlint and a markdown formatter (such as in VSCode).","category":"page"},{"location":"developer/style.html#File-Structure","page":"Style Guide","title":"File Structure","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"It is important that new functions, variables, constraints, etc. all go into appropriate places in the code base so that future maintenance and debugging is easier. Pay attention to the current file structure and attempt to conform as best as possible to it. In general","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"src/app contains the main ONM workflow, for uses in binaries, docker images, etc.\nsrc/cli contains the runtime arguments for the command line\nsrc/core contains the core logic of the package, including variable creation and constraint templates, i.e. things that are agnostic to the formulation\nsrc/data_model contains all of the logic to transform between the ENGINEERING and MATHEMATICAL data models and model creation helper tools\nsrc/form contains formulation specific variable and constraint functions, organized under separate files for different formulations\nsrc/io contains all of the tools to parse and save files, in particular all of the logic necessary to parse dss files and output json files\nsrc/prob contains all problem specifications\nsrc/stats contains all statistical analysis functions\ndocs/src contains all source markdown files for the documentation\nexamples contains Pluto.jl notebooks with walkthroughs of PowerModelsONM for new users\nschemas contains JSON Schemas for supported I/O file formats","category":"page"},{"location":"developer/style.html#Dependencies-(Project.toml)","page":"Style Guide","title":"Dependencies (Project.toml)","text":"","category":"section"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"All new dependencies should be carefully considered before being added. It is important to keep the number of external dependencies low to avoid reliance on features that may not be maintained in the future. If possible, Julia Standard Library should be used, particularly in the case where reproducing the desired feature is trivial. There will be cases where it is not simple to duplicate a feature and subsequently maintain it within the package, so adding a dependency would be appropriate in such cases.","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"All new dependencies are are ultimately approved should also include an entry under [compat] indicating the acceptable versions (Julia automerge requirement). This includes test-only dependencies that appear under [extras]","category":"page"},{"location":"developer/style.html","page":"Style Guide","title":"Style Guide","text":"The Manifest.toml should not be included in the repo.","category":"page"},{"location":"schemas/input-faults.schema.html#Faults-Schema","page":"faults.schema","title":"Faults Schema","text":"","category":"section"},{"location":"schemas/input-faults.schema.html","page":"faults.schema","title":"faults.schema","text":"If this page exists in final documentation, automatic conversion of schema to documentation failed.","category":"page"},{"location":"reference/schema.html#SchemaAPI","page":"Schema","title":"Schema","text":"","category":"section"},{"location":"reference/schema.html#Validation","page":"Schema","title":"Validation","text":"","category":"section"},{"location":"reference/schema.html","page":"Schema","title":"Schema","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"checks.jl\"]","category":"page"},{"location":"reference/schema.html#PowerModelsONM.check_switch_state_feasibility-Tuple{Dict{String}}","page":"Schema","title":"PowerModelsONM.check_switch_state_feasibility","text":"check_switch_state_feasibility(data::Dict{String,<:Any})::Union{Dict{String,Bool},Bool}\n\nHelper function to aid users in determining whether network model has a feasible starting switch configuration (at each time step, if the network model is multinetwork), assuming radiality constraints are applied.\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.evaluate_events-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.evaluate_events","text":"evaluate_events(data::Dict)\n\nHelper function to give detailed output on JSON Schema validation of events data\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.evaluate_output-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.evaluate_output","text":"evaluate_output(data::Dict)\n\nHelper function to give detailed output on JSON Schema validation of output data\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.evaluate_robust_partitions-Tuple{Vector}","page":"Schema","title":"PowerModelsONM.evaluate_robust_partitions","text":"evaluate_robust_partitions(data::Dict)\n\nHelper function to give detailed output on JSON Schema validation of settings data\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.evaluate_runtime_arguments-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.evaluate_runtime_arguments","text":"evaluate_runtime_arguments(data::Dict)\n\nHelper function to give detailed output on JSON Schema validation of runtime arguments data\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.evaluate_settings-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.evaluate_settings","text":"evaluate_settings(data::Dict)\n\nHelper function to give detailed output on JSON Schema validation of settings data\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.update_start_values!-Tuple{Dict{String, Any}}","page":"Schema","title":"PowerModelsONM.update_start_values!","text":"update_start_values!(data::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}\n\nHelper function to add some start values for variables to prevent starting MIP infeasibilities\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.update_start_values_eng!-Tuple{Dict{String, Any}}","page":"Schema","title":"PowerModelsONM.update_start_values_eng!","text":"update_start_values_eng!(eng::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}\n\nHelper function to add some start values for variables to prevent starting MIP infeasibilities to the ENGINEERING model\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.update_start_values_math!-Tuple{Dict{String, Any}}","page":"Schema","title":"PowerModelsONM.update_start_values_math!","text":"update_start_values_math!(math::Dict{String,Any}; overwrite_start_values::Bool=false)::Dict{String,Any}\n\nHelper function to add some start values for variables to prevent starting MIP infeasibilities to the MATHEMATICAL model\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_events-Tuple{Vector}","page":"Schema","title":"PowerModelsONM.validate_events","text":"validate_events(data::Vector{Dict})::Bool\n\nValidates events data against models/events schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_faults-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.validate_faults","text":"validate_faults(data::Dict)::Bool\n\nValidates fault input data against models/faults schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_inverters-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.validate_inverters","text":"validate_inverters(data::Dict)::Bool\n\nValidates inverter data against models/inverters schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_output-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.validate_output","text":"validate_output(data::Dict)::Bool\n\nValidates output data against models/outputs schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_robust_partitions-Tuple{Vector}","page":"Schema","title":"PowerModelsONM.validate_robust_partitions","text":"validate_robust_partitions(data::Vector{Dict})::Bool\n\nValidates events data against robust partitions output schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_runtime_arguments-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.validate_runtime_arguments","text":"validate_runtime_arguments(data::Dict)::Bool\n\nValidates runtimearguments data against models/runtimearguments schema\n\n\n\n\n\n","category":"method"},{"location":"reference/schema.html#PowerModelsONM.validate_settings-Tuple{Dict}","page":"Schema","title":"PowerModelsONM.validate_settings","text":"validate_settings(data::Dict)::Bool\n\nValidates runtimesettings data against models/runtimesettings schema\n\n\n\n\n\n","category":"method"},{"location":"tutorials/Beginners Guide.html#Introduction-to-PowerModelsONM","page":"Beginners Guide","title":"Introduction to PowerModelsONM","text":"","category":"section"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"This is a stub for an interactive Pluto.jl tutorial contained in examples.","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"During documentation build time, this tutorial will be automatically converted to HTML, but will lose its interactivity.","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"To experience the full interactivity of this notebook please install Pluto.jl, and open this file","category":"page"},{"location":"tutorials/Beginners Guide.html#Installing-and-running-Pluto.jl","page":"Beginners Guide","title":"Installing and running Pluto.jl","text":"","category":"section"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"Run Julia and add the package:","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"]add Pluto","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"Using the package manager for the first time after installing Julia can take up to 15 minutes - hang in there!","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"To run the notebook server:","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"import Pluto\nPluto.run()","category":"page"},{"location":"tutorials/Beginners Guide.html","page":"Beginners Guide","title":"Beginners Guide","text":"Pluto will open in your browser, and you can get started!","category":"page"},{"location":"reference/graphml.html#GraphMLAPI","page":"GraphML Functions","title":"GraphML","text":"","category":"section"},{"location":"reference/graphml.html","page":"GraphML Functions","title":"GraphML Functions","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"graphml.jl\"]","category":"page"},{"location":"reference/graphml.html#PowerModelsONM.add_graphml_data!-Tuple{EzXML.Node, String, Any}","page":"GraphML Functions","title":"PowerModelsONM.add_graphml_data!","text":"add_graphml_data!(node::EzXML.Node, key::String, value::Any)::EzXML.Node\n\nHelper function to add an AttributeNode with key and value to a node\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.add_root_graphml_node!-Tuple{EzXML.Document}","page":"GraphML Functions","title":"PowerModelsONM.add_root_graphml_node!","text":"add_root_graphml_node!(doc::EzXML.Document)::EzXML.Node\n\nHelper function to build 'graphml' root XML Node for GraphML XML documents\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_document-Tuple{Dict{String}}","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_document","text":"build_graphml_document(eng::Dict{String,<:Any}; type::Type=\"nested\")\n\nHelper function to build GraphML XML document from a eng network data structure.\n\ntype controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_document-Tuple{NestedGraph}","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_document","text":"build_graphml_document(gr::NestedGraph)::EzXML.Document\n\nHelper function to build GraphML XML document from a NestedGraph\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_document-Tuple{UnnestedGraph}","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_document","text":"build_graphml_document(gr::UnnestedGraph)::EzXML.Document\n\nHelper function to build GraphML XML document from an UnnestedGraph\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_edge-Tuple{String, String, String}","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_edge","text":"build_graphml_edge(id::String, source::String, target::String)::EzXML.Node\n\nHelper function to build an 'edge' XML Node object for GraphML XML documents\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_graph","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_graph","text":"build_graphml_graph(id::String, directed::Bool=false)::EzXML.Node\n\nHelper function to build a 'graph' XML Node for GraphML XML documents\n\n\n\n\n\n","category":"function"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_key","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_key","text":"build_graphml_key(id::String, is_for::String, attr_name::String, attr_type::String, default::Any=missing)::EzXML.Node\n\nHelper function to build an XML AttributeNode for attribute data for GraphML XML documents\n\n\n\n\n\n","category":"function"},{"location":"reference/graphml.html#PowerModelsONM.build_graphml_node-Tuple{String}","page":"GraphML Functions","title":"PowerModelsONM.build_graphml_node","text":"build_graphml_node(id::String)::EzXML.Node\n\nHelper function to build graph 'node' XML Node for GraphML XML documents\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_nested_graph-Tuple{Dict{String, Any}}","page":"GraphML Functions","title":"PowerModelsONM.build_nested_graph","text":"build_nested_graph(eng::Dict{String,Any})::NestedGraph\n\nHelper function to build a NestedGraph of network data eng\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.build_unnested_graph-Tuple{Dict{String}}","page":"GraphML Functions","title":"PowerModelsONM.build_unnested_graph","text":"build_unnested_graph(eng::Dict{String,<:Any})::UnnestedGraph\n\nHelper function to build an UnnestedGraph from eng network data.\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.save_graphml-Tuple{IO, Dict{String}}","page":"GraphML Functions","title":"PowerModelsONM.save_graphml","text":"save_graphml(io::IO, eng::Dict{String,<:Any}; type::String=\"nested\")\n\nSave a GraphML XML document built from eng network data to IO stream.\n\ntype controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.\n\n\n\n\n\n","category":"method"},{"location":"reference/graphml.html#PowerModelsONM.save_graphml-Tuple{String, Dict{String}}","page":"GraphML Functions","title":"PowerModelsONM.save_graphml","text":"save_graphml(graphml_file::String, eng::Dict{String,<:Any}; type::String=\"nested\")\n\nSave a GraphML XML document built from eng network data to graphml_file.\n\ntype controls whether the resulting graph is a NestedGraph, i.e., buses are contained within load blocks, or a UnnestedGraph, where node groups are not utilized.\n\n\n\n\n\n","category":"method"},{"location":"reference/io.html#IOAPI","page":"IO Functions","title":"IO","text":"","category":"section"},{"location":"reference/io.html#Parsers","page":"IO Functions","title":"Parsers","text":"","category":"section"},{"location":"reference/io.html","page":"IO Functions","title":"IO Functions","text":"parse_file\nparse_network\nparse_network!\nparse_events\nparse_events!\nparse_settings\nparse_settings!\nparse_faults\nparse_inverters","category":"page"},{"location":"reference/io.html#PowerModelsONM.parse_file","page":"IO Functions","title":"PowerModelsONM.parse_file","text":"parse_file(network_file::String; dss2eng_extensions=Function[], transformations=Function[], import_all=true, kwargs...)\n\nONM version of PowerModelsDistribution.parse_file, which includes some dss2eng_extensions and transformations by default\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_network","page":"IO Functions","title":"PowerModelsONM.parse_network","text":"parse_network(\n network_file::String\n)::Tuple{Dict{String,Any},Dict{String,Any}}\n\nParses network file given by runtime arguments into its base network, i.e., not expanded into a multinetwork, and multinetwork, which is the multinetwork ENGINEERING representation of the network.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_network!","page":"IO Functions","title":"PowerModelsONM.parse_network!","text":"parse_network!(args::Dict{String,<:Any})::Dict{String,Any}\n\nIn-place version of parse_network, returns the ENGINEERING multinetwork data structure, which is available in args under args[\"network\"], and adds the non-expanded ENGINEERING data structure under args[\"base_network\"]\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_events","page":"IO Functions","title":"PowerModelsONM.parse_events","text":"parse_events(\n events_file::String;\n validate::Bool=true\n)::Vector{Dict{String,Any}}\n\nParses an events file into a raw events data structure\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Events Schema.\n\n\n\n\n\nparse_events(\n raw_events::Vector{<:Dict{String,<:Any}},\n mn_data::Dict{String,<:Any}\n)::Dict{String,Any}\n\nConverts raw_events, e.g. loaded from JSON, and therefore in the format Vector{Dict}, to an internal data structure that closely matches the multinetwork data structure for easy merging (applying) to the multinetwork data structure.\n\nWill attempt to find the correct subnetwork from the specified timestep by using \"mn_lookup\" in the multinetwork data structure.\n\nSwitch events\n\nWill find the correct switch id from a source_id, i.e., the assettype.name from the source file, which for switches will be line.name, and create a data structure containing the properties defined in `eventdata` under the native ENGINEERING switch id.\n\nFault events\n\nWill attempt to find the appropriate switches that need to be OPEN to isolate a fault, and disable them, i.e., set dispatchable=false, until the end of the duration of the fault, which is specified in milliseconds.\n\nIt will re-enable the switches, i.e., set dispatchable=true after the fault has ended, if the next timestep exists, but will not automatically set the switches to CLOSED again; this is a decision for the algorithm optimize_switches to make.\n\n\n\n\n\nparse_events(\n events_file::String,\n mn_data::Dict{String,<:Any};\n validate::Bool=true\n)::Dict{String,Any}\n\nParses raw events from events_file and passes it to parse_events to convert to the native data type.\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Events Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_events!","page":"IO Functions","title":"PowerModelsONM.parse_events!","text":"parse_events!(\n args::Dict{String,<:Any};\n validate::Bool=true,\n apply::Bool=true\n)::Dict{String,Any}\n\nParses events file in-place using parse_events, for use inside of entrypoint.\n\nIf apply, will apply the events to the multinetwork data structure.\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Events Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_settings","page":"IO Functions","title":"PowerModelsONM.parse_settings","text":"parse_settings(\n settings_file::String;\n validate::Bool=true\n correct::Bool=true\n)::Dict{String,Any}\n\nParses network settings JSON file.\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Settings Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_settings!","page":"IO Functions","title":"PowerModelsONM.parse_settings!","text":"parse_settings!(\n args::Dict{String,<:Any};\n apply::Bool=true,\n validate::Bool=true\n)::Dict{String,Any}\n\nParses settings file specifed in runtime arguments in-place\n\nWill attempt to convert deprecated runtime arguments to appropriate network settings data structure.\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Settings Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_faults","page":"IO Functions","title":"PowerModelsONM.parse_faults","text":"parse_faults(\n faults_file::String;\n validate::Bool=true\n)::Dict{String,Any}\n\nParses fault JSON input files which have the same structure as the outputs from PowerModelsProtection.build_mc_fault_stuides\n\nExpected JSON Structure\n\n{\n \"bus_name\": {\n \"fault_type\": {\n \"fault_key\": {\n \"g\": [ [200, -100, -100], [-100, 200, -100], [-100, -100, 200]],\n \"b\": [ [0, 0, 0], [0, 0, 0], [0, 0, 0]],\n \"status\": \"ENABLED\",\n \"fault_type\": \"fault_type\",\n \"bus\": \"bus_name\",\n \"name\": \"fault_key\",\n \"connections\": [1, 2, 3]\n }\n }\n }\n}\n\nwhere \"fault_type\" is one of:\n\n\"3p\" : 3-phase\n\"3pg\" : 3-phase-to-ground\n\"ll\" : line-to-line\n\"llg\" : line-to-line-to-ground\n\"ll\" : line-to-line\n\n\"bus_name\" is arbitrary, and just needs to match a bus's name in the network model.\n\n\"status\" is a PowerModelsDistribution.Status Enum in String form, and must be either \"ENABLED\" or \"DISABLED\".\n\n\"g\" and \"b\" are matrices in SI units.\n\n\"fault_type\" in the deepest level is merely metadata and should match the \"fault_type\" key above.\n\n\"name\" should match the fault key and is required to be an Integer.\n\n\"connections\" is a Vector of Integers indicating the phases that the fault applies to.\n\nFor more details see PowerModelsProtection's documentation\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Faults Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.parse_inverters","page":"IO Functions","title":"PowerModelsONM.parse_inverters","text":"parse_inverters(\n inverter_file::String;\n validate::Bool=true\n)::Dict{String,Any}\n\nParses an inverters JSON file, used in run_stability_analysis!\n\nValidation\n\nIf validate=true (default), the parsed data structure will be validated against the latest Inverters Schema.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#Builders","page":"IO Functions","title":"Builders","text":"","category":"section"},{"location":"reference/io.html","page":"IO Functions","title":"IO Functions","text":"build_events_file\nbuild_settings_file","category":"page"},{"location":"reference/io.html#PowerModelsONM.build_events_file","page":"IO Functions","title":"PowerModelsONM.build_events_file","text":"build_events_file(case_file::String, io::IO; kwargs...)\n\nA helper function to save a rudamentary events data structure to io from a network case at path case_file.\n\n\n\n\n\nbuild_events_file(eng::Dict{String,<:Any}, io::IO; kwargs...)\n\nA helper function to save a rudamentary events data structure to io from a network case eng.\n\n\n\n\n\nbuild_events_file(case_file::String, events_file::String; kwargs...)\n\nA helper function to build a rudamentary events_file from a network case at path case_file.\n\n\n\n\n\nbuild_events_file(eng::Dict{String,<:Any}, events_file::String; kwargs...)\n\nA helper function to build a rudamentary events_file from a network case eng.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.build_settings_file","page":"IO Functions","title":"PowerModelsONM.build_settings_file","text":"build_settings_file(network_file::String, settings_file::String; kwargs...)\n\nBuilds and writes a settings_file::String by parsing a network_file\n\n\n\n\n\nbuild_settings_file(eng::Dict{String,<:Any}, settings_file::String; kwargs...)\n\nBuilds and writes a settings_file::String from a network data set eng::Dict{String,Any}\n\n\n\n\n\nbuild_settings_file(\n network_file::String,\n settings_file::String=\"settings.json\";\n kwargs...\n)\n\nHelper function to write a settings structure to an io for use with ONM from a network data structure eng::Dict{String,<:Any}.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#Applicators","page":"IO Functions","title":"Applicators","text":"","category":"section"},{"location":"reference/io.html","page":"IO Functions","title":"IO Functions","text":"apply_events\napply_events!\napply_settings\napply_settings!\ninitialize_output\nget_protection_network_model\nget_protection_network_model!\nget_timestep_bus_types\nget_timestep_bus_types!","category":"page"},{"location":"reference/io.html#PowerModelsONM.apply_events","page":"IO Functions","title":"PowerModelsONM.apply_events","text":"apply_events(\n network::Dict{String,<:Any},\n events::Dict{String,<:Any}\n)::Dict{String,Any}\n\nCreates a copy of the multinetwork data structure network and applies the events in events to that data.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.apply_events!","page":"IO Functions","title":"PowerModelsONM.apply_events!","text":"apply_events!(args::Dict{String,<:Any})::Dict{String,Any}\n\nApplies events in-place using apply_events, for use inside of entrypoint\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.apply_settings","page":"IO Functions","title":"PowerModelsONM.apply_settings","text":"apply_settings(\n network::Dict{String,<:Any},\n settings::Dict{String,<:Any};\n multinetwork::Bool=true\n)::Dict{String,Any}\n\nApplies settings to single-network network\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.apply_settings!","page":"IO Functions","title":"PowerModelsONM.apply_settings!","text":"apply_settings!(args::Dict{String,Any}; multinetwork::Bool=true)::Dict{String,Any}\n\nApplies settings to the network.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.initialize_output","page":"IO Functions","title":"PowerModelsONM.initialize_output","text":"initialize_output(args::Dict{String,<:Any})::Dict{String,Any}\n\nInitializes the empty data structure for \"output_data\"\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.get_protection_network_model","page":"IO Functions","title":"PowerModelsONM.get_protection_network_model","text":"get_protection_network_model(base_eng::Dict{String,<:Any})\n\nBuilds a network data model for use in Protection optimization from the base network model base_eng.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.get_protection_network_model!","page":"IO Functions","title":"PowerModelsONM.get_protection_network_model!","text":"get_protection_network_model!(args::Dict{String,<:Any})\n\nBuilds a network data model for use in Protection settings optimization.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.get_timestep_bus_types","page":"IO Functions","title":"PowerModelsONM.get_timestep_bus_types","text":"get_timestep_bus_types(::Dict{String,<:Any}, ::String)::Vector{Dict{String,String}}\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\nget_timestep_bus_types(\n optimal_dispatch_solution::Dict{String,<:Any},\n network::Dict{String,<:Any}\n)::Vector{Dict{String,String}}\n\nGets bus types (PQ, PV, ref, isolated) for each timestep from the optimal_dispatch_solution\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.get_timestep_bus_types!","page":"IO Functions","title":"PowerModelsONM.get_timestep_bus_types!","text":"get_timestep_bus_types!(args::Dict{String,<:Any})::Vector{Dict{String,String}}\n\nGets bus types (PQ, PV, ref, isolated) for each timestep from the optimal dispatch result and assigns it to args[\"output_data\"][\"Protection settings\"][\"bus_types\"]\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#Writers","page":"IO Functions","title":"Writers","text":"","category":"section"},{"location":"reference/io.html","page":"IO Functions","title":"IO Functions","text":"write_json","category":"page"},{"location":"reference/io.html#PowerModelsONM.write_json","page":"IO Functions","title":"PowerModelsONM.write_json","text":"write_json(\n file::String,\n data::Dict{String,<:Any};\n indent::Union{Int,Missing}=missing\n)\n\nWrite JSON data to file. If !ismissing(indent), JSON will be pretty-formatted with indent\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#Getters-and-Setters","page":"IO Functions","title":"Getters and Setters","text":"","category":"section"},{"location":"reference/io.html","page":"IO Functions","title":"IO Functions","text":"get_option\nget_setting\nset_setting!\nset_settings!\nset_option!\nset_options!","category":"page"},{"location":"reference/io.html#PowerModelsONM.get_option","page":"IO Functions","title":"PowerModelsONM.get_option","text":"get_option(network::Dict{String,<:Any}, path::Tuple{Vararg{String}}, default::Any=missing)::Any\n\nHelper function to get a property at an arbitrary nested path in a network dictionary, returning the default value if path does not exist.\n\n\n\n\n\nget_option(settings_file::String, path::Tuple{Vararg{String}}, default::Any=missing)::Any\n\nHelper function for variant where settings_file has not been parsed yet.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.get_setting","page":"IO Functions","title":"PowerModelsONM.get_setting","text":"get_setting(args::Dict{String,Any}, path::Tuple{Vararg{String}}, default::Any=missing)::Any\n\nHelper function to get a property in settings at an arbitrary nested path in an args dictionary, returning the default value if path does not exist.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.set_setting!","page":"IO Functions","title":"PowerModelsONM.set_setting!","text":"set_setting!(args::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)\n\nHelper function to set an option at path to value and then regenerate the multinetwork data from args.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.set_settings!","page":"IO Functions","title":"PowerModelsONM.set_settings!","text":"set_settings!(args, options::Dict{Tuple{Vararg{String}},<:Any})\n\nHelper function to set multiple options at path to value and then regenerate the multinetwork data from args, where the paths are the keys of the options input dictionary.\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.set_option!","page":"IO Functions","title":"PowerModelsONM.set_option!","text":"set_option!(network::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)\n\nHelper function to set a property in a network data structure at path to value\n\n\n\n\n\n","category":"function"},{"location":"reference/io.html#PowerModelsONM.set_options!","page":"IO Functions","title":"PowerModelsONM.set_options!","text":"set_options!(settings::Dict{String,<:Any}, options::Dict{Tuple{Vararg{String}},<:Any})\n\nHelper function to set multiple properties in an options at path::Tuple{Vararg{String}} to value::Any. This does not rebuild the network data structure.\n\n\n\n\n\n","category":"function"},{"location":"reference/logging.html#LoggingAPI","page":"Logging","title":"Logging","text":"","category":"section"},{"location":"reference/logging.html","page":"Logging","title":"Logging","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"logging.jl\"]","category":"page"},{"location":"reference/logging.html#PowerModelsONM.set_log_level!-Tuple{Symbol}","page":"Logging","title":"PowerModelsONM.set_log_level!","text":"set_log_level!(level::Symbol)\n\nConfigures logging based level, :Error, :Warn, :Info, or :Debug\n\n\n\n\n\n","category":"method"},{"location":"reference/logging.html#PowerModelsONM.setup_logging!-Tuple{Dict{String}}","page":"Logging","title":"PowerModelsONM.setup_logging!","text":"setup_logging!(args::Dict{String,<:Any})\n\nConfigures logging based on runtime arguments\n\n\n\n\n\n","category":"method"},{"location":"reference/logging.html#PowerModelsONM.silence!-Tuple{}","page":"Logging","title":"PowerModelsONM.silence!","text":"silence!()\n\nSets logging level to \"quiet\"\n\n\n\n\n\n","category":"method"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html#JuMP-Model-by-Hand-MLD-Block","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block","text":"","category":"section"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"This is a stub for an interactive Pluto.jl tutorial contained in examples.","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"During documentation build time, this tutorial will be automatically converted to HTML, but will lose its interactivity.","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"To experience the full interactivity of this notebook please install Pluto.jl, and open this file","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html#Installing-and-running-Pluto.jl","page":"JuMP Model by Hand - MLD-Block Example","title":"Installing and running Pluto.jl","text":"","category":"section"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"Run Julia and add the package:","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"]add Pluto","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"Using the package manager for the first time after installing Julia can take up to 15 minutes - hang in there!","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"To run the notebook server:","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"import Pluto\nPluto.run()","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-Block.html","page":"JuMP Model by Hand - MLD-Block Example","title":"JuMP Model by Hand - MLD-Block Example","text":"Pluto will open in your browser, and you can get started!","category":"page"},{"location":"manual/opf_model.html#opf-math","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical model","text":"","category":"section"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"Reproduced in part from PowerModelsDistribution AC-OPF Documentation.","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"The following represents the nonlinear AC optimization problem specification utilized for the optimize_dispatch algorithm contained within PowerModelsONM.","category":"page"},{"location":"manual/opf_model.html#Sets","page":"Optimal Dispatch Mathematical Model","title":"Sets","text":"","category":"section"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"The definitions of the sets involved remain unchanged w.r.t. the balanced OPF problem definition, except for the addition of the conductor set:","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"beginalign\nmboxsets nonumber \n N mbox - busesnonumber \n R mbox - references busesnonumber \n E E^R mbox - branches forward and reverse orientation nonumber \n G G_i mbox - generators and generators at bus i nonumber \n L L_i mbox - loads and loads at bus i nonumber \n S S_i mbox - shunts and shunts at bus i nonumber \n C mbox - conductors nonumber \nendalign","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"where the set of conductors C typically equals abc.","category":"page"},{"location":"manual/opf_model.html#Data","page":"Optimal Dispatch Mathematical Model","title":"Data","text":"","category":"section"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"beginalign\nmboxdata nonumber \n S^gl_kc S^gu_kc in mathbbC forall k in G forall c in C nonumber mathbfS^gl_k= S^gl_kc_c in C mathbfS^gu_k = S^gu_kc_c in C \n c_2k c_1k c_0k in mathbbR forall k in G nonumber \n v^l_ic v^u_ic in mathbbR forall i in N forall c in C nonumber mathbfv^l_i = v^l_ic_c in C mathbfv^u_i = v^u_ic_c in C \n S^d_kcin mathbbC forall k in L forall c in C nonumber mathbfS^d_k = S^d_kc_c in C \n mathbfY^s_kin mathbbC^ctimes c forall k in S nonumber \n mathbfY_ij mathbfY^c_ij mathbfY^c_jiin mathbbC^ctimes c forall (ij) in E nonumber \n s^u_ijc theta^Delta l_ijc theta^Delta u_ijc in mathbbR forall (ij) in E forall c in C nonumber mathbfs^u_ij = s^u_ijc_c in C \n V^textref_ic in mathbbC forall r in R mathbfV^textref_i = V^textref_ic_c in C \nendalign","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"where the notation mathbfv^l_i = v^l_ic_c in C reflects that the vector mathbfv^l_i is constructed by putting the individual phase values v^l_ic in a vector (in order abc).","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"Alternatively, the series impedance of a line can be written in impedance form:","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"mathbfZ_ij in mathbbC^ctimes c forall (ij) in E nonumber mathbfY_ij = ( mathbfZ_ij)^-1","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"where superscript -1 indicates the matrix inverse. Note that mathbfY_ij or mathbfZ_ij may not be invertible, e.g. in case of single-phase branches in a three-phase grid. In this case the pseudo-inverse can be used.","category":"page"},{"location":"manual/opf_model.html#Variables-for-a-Bus-Injection-Model","page":"Optimal Dispatch Mathematical Model","title":"Variables for a Bus Injection Model","text":"","category":"section"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"beginalign\n S^g_kc in mathbbC forall kin G forall c in C nonumber mathbfS^g_k = S^g_kc_c in C \n V_ic in mathbbC forall iin N forall c in C nonumber mathbfV_i = V_ic_c in C \n mathbfS_ij in mathbbC^ctimes c forall (ij) in E cup E^R \nendalign","category":"page"},{"location":"manual/opf_model.html#Mathematical-Formulation-of-a-Bus-Injection-Model","page":"Optimal Dispatch Mathematical Model","title":"Mathematical Formulation of a Bus Injection Model","text":"","category":"section"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"A complete mathematical model is as follows,","category":"page"},{"location":"manual/opf_model.html","page":"Optimal Dispatch Mathematical Model","title":"Optimal Dispatch Mathematical Model","text":"beginalign\nmboxminimize sum_k in G c_2k left( sum_c in C Re(S^g_kc) right)^2 + c_1k sum_c in C Re(S^g_kc) + c_0k \nmboxsubject to nonumber \n mathbfV_i = mathbfV^textref_i forall r in R \n S^gl_kc leq S^g_kc leq S^gu_kc forall k in G forall c in C \n v^l_ic leq V_ic leq v^u_ic forall i in N forall c in C \n sum_substackk in G_i mathbfS^g_k - sum_substackk in L_i mathbfS^d_k - sum_substackk in S_i mathbfV_i mathbfV^H_i (mathbfY^s_k)^H = sum_substack(ij)in E_i cup E_i^R diag(mathbfS_ij) forall iin N \n mathbfS_ij = mathbfV_i mathbfV_i^H left( mathbfY_ij + mathbfY^c_ijright)^H - mathbfV_i mathbfV^H_j mathbfY^H_ij forall (ij)in E \n mathbfS_ji = mathbfV_j mathbfV_j^H left( mathbfY_ij + mathbfY^c_ji right)^H - mathbfV^H_i mathbfV_j mathbfY^H_ij forall (ij)in E \n diag(mathbfS_ij) leq mathbfs^u_ij forall (ij) in E cup E^R \n theta^Delta l_ijc leq angle (V_ic V^*_jc) leq theta^Delta u_ijc forall (ij) in E forall c in C\nendalign","category":"page"},{"location":"schemas/input-runtime_arguments.schema.html#Runtime-Arguments-Schema","page":"runtime-arguments.schema","title":"Runtime Arguments Schema","text":"","category":"section"},{"location":"schemas/input-runtime_arguments.schema.html","page":"runtime-arguments.schema","title":"runtime-arguments.schema","text":"If this page exists in final documentation, automatic conversion of schema to documentation failed.","category":"page"},{"location":"reference/base.html#BaseAPI","page":"Base functions","title":"Data","text":"","category":"section"},{"location":"reference/base.html","page":"Base functions","title":"Base functions","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"base.jl\"]","category":"page"},{"location":"reference/base.html#PowerModelsONM.convert","page":"Base functions","title":"PowerModelsONM.convert","text":"convert(value::Any, path::Tuple{Vararg{String}}=tuple())\n\nHelper function to assist in converting deprecated settings to their correct types / values\n\n\n\n\n\n","category":"function"},{"location":"reference/base.html#PowerModelsONM.delete_path!-Tuple{Any, Tuple{Vararg{String}}}","page":"Base functions","title":"PowerModelsONM.delete_path!","text":"delete_path!(data::Dict{String,<:Any}, path::Tuple{Vararg{String}})\n\nHelper function for variant where data is not a dict\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.delete_path!-Tuple{Dict{String}, Tuple{Vararg{String}}}","page":"Base functions","title":"PowerModelsONM.delete_path!","text":"delete_path!(data::Dict{String,<:Any}, path::Tuple{Vararg{String}})\n\nHelper function to delete a path within a dictionary\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge-Tuple","page":"Base functions","title":"PowerModelsONM.recursive_merge","text":"recursive other merge, with vectors getting overwritten instead of appended\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge-Tuple{Vararg{AbstractDict}}","page":"Base functions","title":"PowerModelsONM.recursive_merge","text":"recursive dictionary merge, similar to update data, with vectors getting overwritten instead of appended\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge_including_vectors-Tuple","page":"Base functions","title":"PowerModelsONM.recursive_merge_including_vectors","text":"recursive other merge\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge_including_vectors-Tuple{Vararg{AbstractDict}}","page":"Base functions","title":"PowerModelsONM.recursive_merge_including_vectors","text":"recursive dictionary merge, similar to update data\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge_including_vectors-Tuple{Vararg{AbstractVector}}","page":"Base functions","title":"PowerModelsONM.recursive_merge_including_vectors","text":"recursive vector merge, similar to update data\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.recursive_merge_timesteps-Union{Tuple{U}, Tuple{T}, Tuple{T, U}} where {T<:(AbstractVector), U<:(AbstractVector)}","page":"Base functions","title":"PowerModelsONM.recursive_merge_timesteps","text":"recursive_merge_timesteps(x::T, y::U)::promote_type(T,U) where {T<: AbstractVector,U<: AbstractVector}\n\nhelper function to recursively merge timestep vectors (e.g., of dictionaries)\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.set_dict_value!-Tuple{Dict, String, Any}","page":"Base functions","title":"PowerModelsONM.set_dict_value!","text":"set_dict_value!(a::Dict, key::String, value::Any)\n\nHelper function to assist in setting nested Dict values\n\n\n\n\n\n","category":"method"},{"location":"reference/base.html#PowerModelsONM.set_dict_value!-Union{Tuple{T}, Tuple{T, Tuple{Vararg{String}}, Any}} where T<:Dict","page":"Base functions","title":"PowerModelsONM.set_dict_value!","text":"set_dict_value!(a::T, path::Tuple{Vararg{String}}, value::Any) where T <: Dict\n\nHelper function to assist in setting nested Dict values\n\n\n\n\n\n","category":"method"},{"location":"schemas/input-events.schema.html#Events-Schema","page":"events.schema","title":"Events Schema","text":"","category":"section"},{"location":"schemas/input-events.schema.html","page":"events.schema","title":"events.schema","text":"If this page exists in final documentation, automatic conversion of schema to documentation failed.","category":"page"},{"location":"manual/mld_model.html#mld-math","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Load Shed Mathematical Model","text":"","category":"section"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"The following contains the mathematical model for the optimal switching / load shed problem as implemented in PowerModelsONM.","category":"page"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"For more information about notation see the optimal dispatch documentation, or PowerModelsDistribution AC OPF documentation.","category":"page"},{"location":"manual/mld_model.html#MLD-Variables","page":"Optimal Switch / Load shed Mathematical Model","title":"MLD Variables","text":"","category":"section"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"beginalign\nmboxvariables nonumber \n z^v_i in 01 forall i in N mbox - bus voltage onoff variable \n z^g_i in 01 forall i in G mbox - generator onoff variable \n z^b_i in 01 forall i in Bmbox - storage onoff variable \n z^d_i in 01 forall i in L mbox - load onoff variable \n z^s_i in 01 forall i in H mbox - shunt onoff variable \n z^sw_i in 01 forall i in S mbox - switch openclosed variable\nendalign","category":"page"},{"location":"manual/mld_model.html#MLD-Objective","page":"Optimal Switch / Load shed Mathematical Model","title":"MLD Objective","text":"","category":"section"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"beginalign\nmboxminimize nonumber \n sum_substackiin Ncin C10 left (1-z^v_i right ) + nonumber \n sum_substackiin Lcin C10 omega_icleft Releft (S^d_iright )right left ( 1-z^d_i right ) + nonumber \n sum_substackiin Hcin Cleft Releft (S^s_i right )right left (1-z^s_i right ) + nonumber \n sum_substackiin Gcin CDelta^g_i + nonumber \n sum_substackiin Bcin CDelta^b_i + nonumber \n sum_substackiin SDelta^sw_i\nendalign","category":"page"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"where","category":"page"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"beginalign\nDelta^g_i = left Releft (S^g_i(0) right ) - Releft (S^g_i right ) right \nDelta^g_i = -left Releft (S^g_i(0) right ) - Releft (S^g_i right ) right \nDelta^b_i = left Releft (S^b_i(0) right ) - Releft (S^b_i right ) right \nDelta^b_i = -left Releft (S^b_i(0) right ) - Releft (S^b_i right ) right \nendalign","category":"page"},{"location":"manual/mld_model.html#MLD-Constraints","page":"Optimal Switch / Load shed Mathematical Model","title":"MLD Constraints","text":"","category":"section"},{"location":"manual/mld_model.html","page":"Optimal Switch / Load shed Mathematical Model","title":"Optimal Switch / Load shed Mathematical Model","text":"beginalign\nmboxsubject to nonumber \n z^v_i v^l_ic leq left V_ic right leq z_i^v v^u_ic forall i in Nforall c in C \n z^g_i S^gl_ic leq S^g_ic leq z^g_i S^gu_ic forall i in Gforall c in C \n sum_substackkin G_icin C S^g_kc - sum_substackkin L_icin C z^d_k S^d_kc- sum_substackkin H_icin C z^s_k Y^s_kc left V_ic right ^2 = nonumber \n sum_substack(ij)in E_icup E_i^Rcin C S_ijc forall i in N \n z^sw_i leq z^d_b forall i in Sforall b in L \n z^sw_i geq 0 forall i in S \n S^sw_i leq S^swu z^sw_i forall i in S \n S^sw_i geq -S^swu z^sw_i forall i in S \n V^fr_ic - V^to_ic leq v^u_ic left ( 1 - z^sw_i right ) forall i in Sforall c in C \n V^fr_ic - V^to_ic geq -v^u_ic left ( 1 - z^sw_i right ) forall i in Sforall c in C\nendalign","category":"page"},{"location":"tutorials/Use Case Examples.html#ONM-Use-Cases","page":"Use Case Examples","title":"ONM Use Cases","text":"","category":"section"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"This is a stub for an interactive Pluto.jl tutorial contained in examples.","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"During documentation build time, this tutorial will be automatically converted to HTML, but will lose its interactivity.","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"To experience the full interactivity of this notebook please install Pluto.jl, and open this file","category":"page"},{"location":"tutorials/Use Case Examples.html#Installing-and-running-Pluto.jl","page":"Use Case Examples","title":"Installing and running Pluto.jl","text":"","category":"section"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"Run Julia and add the package:","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"]add Pluto","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"Using the package manager for the first time after installing Julia can take up to 15 minutes - hang in there!","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"To run the notebook server:","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"import Pluto\nPluto.run()","category":"page"},{"location":"tutorials/Use Case Examples.html","page":"Use Case Examples","title":"Use Case Examples","text":"Pluto will open in your browser, and you can get started!","category":"page"},{"location":"manual/quickguide.html#Quick-Start-Guide","page":"Getting Started","title":"Quick Start Guide","text":"","category":"section"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"Once PowerModelsONM is installed, To operate PowerModelsONM several other things are required, at a minimum, a distribution data set in .dss format that includes timeseries data (e.g., LoadShapes defined and assigned to some Loads or DER assets).","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"The easiest way to use PowerModelsONM's complete algorithm that includes optimal switching, optimal dispatch, fault studies and stability analysis, is to use the command line interface:","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"julia --project=path/to/PowerModelsONM path/to/PowerModelsONM/cli/entrypoint.jl -n \"path/to/network.dss\" -o \"path/to/output.json\"","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"For complete documentation of available command line arguments see parse_commandline.","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"The binary builds available on GitHub under Releases may also be used in a similar manner:","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"path/to/PowerModelsONM_binary -n \"path/to/network.dss\" -o \"path/to/output.json\"","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"Alternatively, you may wish to use PowerModelsONM from the Julia REPL, which if you want to use custom Optimizers is advisable. You should have your custom solvers installed in your primary Julia environment (e.g., v1.6), and launch the REPL with the command:","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"julia --project=path/to/PowerModelsONM","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"Once in the REPL, import PowerModelsONM with:","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"using PowerModelsONM","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"For more detailed use of PowerModelsONM from the REPL, read the Beginner's Tutorial","category":"page"},{"location":"manual/quickguide.html#Optimizers","page":"Getting Started","title":"Optimizers","text":"","category":"section"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"Although PowerModelsONM includes some open source solvers by default, namely","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"NLP: Ipopt.jl\nMIP: Cbc.jl\nMINLP: Alpine.jl\nMISOCP: Juniper.jl","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"we recommend using Gurobi to solve the optimal switching problem, if it is available to you, as we have found it has far superior performance on the MISOCP problem that it is solving as compared to the open-source solutions.","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"info: Info\n","category":"page"},{"location":"manual/quickguide.html","page":"Getting Started","title":"Getting Started","text":"To use Gurobi with PowerModelsONM, do import Gurobi BEFORE import PowerModelsONM. We use Requires.jl to manage the Gurobi Environment GRB_ENV, which will check out a license that can be used throughout the optimization solves.","category":"page"},{"location":"reference/prob.html#ProblemAPI","page":"Optimization Problems","title":"Optimization Problems","text":"","category":"section"},{"location":"reference/prob.html#Optimal-Switching-/-Maximal-Load-Delivery-(MLD)","page":"Optimization Problems","title":"Optimal Switching / Maximal Load Delivery (MLD)","text":"","category":"section"},{"location":"reference/prob.html","page":"Optimization Problems","title":"Optimization Problems","text":"optimize_switches\nsolve_block_mld\nsolve_mn_block_mld\nsolve_traditional_mld\nsolve_mn_traditional_mld","category":"page"},{"location":"reference/prob.html#PowerModelsONM.optimize_switches","page":"Optimization Problems","title":"PowerModelsONM.optimize_switches","text":"optimize_switches(\n network::Dict{String,<:Any},\n solver;\n formulation::Type=PMD.LPUBFDiagPowerModel,\n algorithm::String=\"full-lookahead\"\n)::Dict{String,Any}\n\nalgorithm::String, if \"rolling-horizon\", iterates over all subnetworks in a multinetwork data structure network, in order, and solves the optimal switching / MLD problem sequentially, updating the next timestep with the new switch configurations and storage energies from the solved timestep. Otherwise, if \"full-lookahead\", will solve all time steps in a single optimization problem (default: \"full-lookahead\")\n\n\n\n\n\noptimize_switches(\n subnetwork::Dict{String,<:Any},\n prob::Function,\n solver;\n formulation=PMD.LPUBFDiagPowerModel\n)::Dict{String,Any}\n\nOptimizes switch states for load shedding on a single subnetwork (not a multinetwork), using prob\n\nOptionally, a PowerModelsDistribution formulation can be set independently, but is LinDist3Flow by default.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.solve_block_mld","page":"Optimization Problems","title":"PowerModelsONM.solve_block_mld","text":"solve_block_mld(\n data::Dict{String,<:Any},\n model_type::Type,\n solver;\n kwargs...\n)::Dict{String,Any}\n\nSolves a multiconductor optimal switching (mixed-integer) problem using model_type and solver\n\nCalls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.solve_mn_block_mld","page":"Optimization Problems","title":"PowerModelsONM.solve_mn_block_mld","text":"solve_mn_block_mld(\n data::Dict{String,<:Any},\n model_type::Type,\n solver;\n kwargs...\n)::Dict{String,Any}\n\nSolves a multinetwork multiconductor optimal switching (mixed-integer) problem using model_type and solver\n\nCalls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.solve_traditional_mld","page":"Optimization Problems","title":"PowerModelsONM.solve_traditional_mld","text":"solve_traditional_mld(\n data::Dict{String,<:Any},\n model_type::Type,\n solver;\n kwargs...\n)::Dict{String,Any}\n\nSolves a multiconductor traditional mld problem using model_type and solver\n\nCalls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.solve_mn_traditional_mld","page":"Optimization Problems","title":"PowerModelsONM.solve_mn_traditional_mld","text":"solve_mn_traditional_mld(\n data::Dict{String,<:Any},\n model_type::Type,\n solver;\n kwargs...\n)::Dict{String,Any}\n\nSolves a multinetwork multiconductor traditional mld problem using model_type and solver\n\nCalls back to PowerModelsDistribution.solvemcmodel, and therefore will accept any valid kwargs for that function. See PowerModelsDistribution documentation for more details.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#Optimal-Dispatch","page":"Optimization Problems","title":"Optimal Dispatch","text":"","category":"section"},{"location":"reference/prob.html","page":"Optimization Problems","title":"Optimization Problems","text":"optimize_dispatch\nsolve_mn_opf","category":"page"},{"location":"reference/prob.html#PowerModelsONM.optimize_dispatch","page":"Optimization Problems","title":"PowerModelsONM.optimize_dispatch","text":"optimize_dispatch(\n network::Dict{String,<:Any},\n formulation::Type,\n solver;\n switching_solutions::Union{Missing,Dict{String,<:Any}}=missing\n)::Dict{String,Any}\n\nSolve a multinetwork optimal power flow (solve_mn_mc_opf) using formulation and solver\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.solve_mn_opf","page":"Optimization Problems","title":"PowerModelsONM.solve_mn_opf","text":"solve_mn_opf(\n data::Dict{String,<:Any},\n model_type::Type,\n solver;\n kwargs...\n)::Dict{String,Any}\n\nSolve multinetwork OPF with transformer tap and capacitor control\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#Fault-stuides","page":"Optimization Problems","title":"Fault stuides","text":"","category":"section"},{"location":"reference/prob.html","page":"Optimization Problems","title":"Optimization Problems","text":"run_fault_studies\nrun_fault_study","category":"page"},{"location":"reference/prob.html#PowerModelsONM.run_fault_studies","page":"Optimization Problems","title":"PowerModelsONM.run_fault_studies","text":"run_fault_studies(\n network::Dict{String,<:Any},\n solver;\n faults::Dict{String,<:Any}=Dict{String,Any}(),\n switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,\n dispatch_solution::Union{Missing,Dict{String,<:Any}}=missing,\n distributed::Bool=false\n)::Dict{String,Any}\n\nRuns fault studies defined in ieee13faults.json. If no faults file is provided, it will automatically generate faults using `PowerModelsProtection.buildmcfaultstudy`.\n\nIt will convert storage to limited generators, since storage is not yet supported in IVRU models in PowerModelsProtection\n\nUses run_fault_study to solve the actual fault study.\n\nsolver will determine which instantiated solver is used, \"nlp_solver\" or \"juniper_solver\"\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#PowerModelsONM.run_fault_study","page":"Optimization Problems","title":"PowerModelsONM.run_fault_study","text":"run_fault_study(\n subnetwork::Dict{String,<:Any},\n faults::Dict{String,<:Any},\n solver\n)::Dict{String,Any}\n\nUses PowerModelsProtection.solve_mc_fault_study to solve multiple faults defined in faults, applied to subnetwork, i.e., not a multinetwork, using a nonlinear solver.\n\nRequires the use of PowerModelsDistribution.IVRUPowerModel.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#Stability-Analysis","page":"Optimization Problems","title":"Stability Analysis","text":"","category":"section"},{"location":"reference/prob.html","page":"Optimization Problems","title":"Optimization Problems","text":"run_stability_analysis","category":"page"},{"location":"reference/prob.html#PowerModelsONM.run_stability_analysis","page":"Optimization Problems","title":"PowerModelsONM.run_stability_analysis","text":"run_stability_analysis(\n network::Dict{String,<:Any},\n inverters::Dict{String,<:Any},\n solver;\n formulation::Type=PMD.ACRUPowerModel,\n switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,\n distributed::Bool=false\n)::Dict{String,Bool}\n\nRuns small signal stability analysis using PowerModelsStability and determines if each timestep configuration is stable\n\ninverters is an already parsed inverters file using parse_inverters\n\nThe formulation can be specified with formulation, but note that it must result in \"vm\" and \"va\" variables in the solution, or else PowerModelsDistribution.sol_data_model! must support converting the voltage variables into polar coordinates.\n\nsolver for stability analysis (NLP OPF)\n\n\n\n\n\nrun_stability_analysis(\n subnetwork::Dict{String,<:Any},\n omega0::Real,\n rN::Int,\n solver;\n formulation::Type=PMD.ACPUPowerModel\n)::Bool\n\nRuns stability analysis on a single subnetwork (not a multinetwork) using a nonlinear solver.\n\n\n\n\n\n","category":"function"},{"location":"reference/prob.html#Optimization-solvers","page":"Optimization Problems","title":"Optimization solvers","text":"","category":"section"},{"location":"reference/prob.html","page":"Optimization Problems","title":"Optimization Problems","text":"build_solver_instances","category":"page"},{"location":"reference/prob.html#PowerModelsONM.build_solver_instances","page":"Optimization Problems","title":"PowerModelsONM.build_solver_instances","text":"build_solver_instances(;\n nlp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,\n mip_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,\n minlp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,\n misocp_solver::Union{Missing,JuMP.MOI.OptimizerWithAttributes}=missing,\n solver_options::Dict{String,<:Any}=Dict{String,Any}(),\n log_level::String=\"warn\",\n)::Dict{String,Any}\n\nReturns solver instances as a Dict ready for use with JuMP Models, for NLP (\"nlp_solver\"), MIP (\"mip_solver\"), MINLP (\"minlp_solver\"), and (MI)SOC (\"misocp_solver\") problems.\n\nnlp_solver (default: missing): If missing, will use Ipopt as NLP solver, or KNITRO if knitro=true\nmip_solver (default: missing): If missing, will use Cbc as MIP solver, or Gurobi if gurobi==true\nminlp_solver (default: missing): If missing, will use Juniper with nlp_solver and mip_solver, of KNITRO if knitro=true\nmisocp_solver (default: missing): If missing will use Juniper with mip_solver, or Gurobi if gurobi==true\nsolver_options (default: Dict{String,Any}())\nlog_level (default: \"warn\")\n\n\n\n\n\n","category":"function"},{"location":"manual/onm_workflow.html#ONM-Workflow","page":"The ONM Workflow","title":"ONM Workflow","text":"","category":"section"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"(Image: ONM Workflow Diagram)","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"PowerModelsONM is designed to have a straightforward workflow for optimizing the operation and recovering of distribution feeders under contingencies.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"In particular, the workflow consists of the following steps (see diagram above):","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Data processing and preparation\nSolving an optimal switching (osw) / load shed (mld) problem\nSolving an optimal dispatch (opf) problem using the optimal configurations\nStatistical analysis of the combined solution","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"In this document we outline essentials about each of these steps, but for full exploration of the practicalities, read the Introduction to PowerModelsONM Tutorial","category":"page"},{"location":"manual/onm_workflow.html#Data-processing","page":"The ONM Workflow","title":"Data processing","text":"","category":"section"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"At a minimum, PowerModelsONM requires a network file, in DSS format, with timeseries data (e.g., LoadShapes). Without timeseries data, the ONM switching algorithm can still be utilized, but the Optimal Dispatch algorithm will error. For an example of an appropriate network definition, see our modified IEEE13 feeder.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"There are several other supplementary files that can be included as well, of which the events data is the most important. This file defines the contingency, by either explicitly defining the switching actions, or by applying a fault to a particular asset (i.e., a line).","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Another useful file is the network settings data, which is used to define extra information about the network, not related to the timeseries, which cannot be expressed in the DSS format, such as bus voltage magnitude bounds, cold load pickup factors, voltage angle difference bounds, microgrid definitions, etc.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Finally, there are the two inputs for Stability Analysis and Fault Analysis, performed post optimization. For stability analysis, inverters data is required for the analysis to produce meaningful results (see, PowerModelsStability documentation), but for fault analysis, although you can specify faults ahead of time via fault data, it is not necessary because if no faults are specified, a set of faults for analysis will be automatically generated. It should be noted however that a large number of faults will be generated automatically, which could incur serious time penalties in the completion of the algorithm. For more information, see PowerModelsProtection documentation.","category":"page"},{"location":"manual/onm_workflow.html#Optimal-Switching-Problem-(MLD)","page":"The ONM Workflow","title":"Optimal Switching Problem (MLD)","text":"","category":"section"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"The optimal switching algorithm in ONM is an extension of the single-network MLD problem contained in PowerModelsDistribution, that takes into consideration certain engineering realities of distribution feeders.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"First, it should be noted that because loads are most typically not individually controllable in distribution feeders, with a few notable exceptions, loads must largely be shed by isolating a load block with switching actions. A load block is defined as a block of buses which can be fully isolated from the grid by opening one or more operable switches.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"To accomodate this reality, we can extended PowerModelsDistribution by adding the ability to assign single load status variables to a collection of loads (i.e., by block), and adding constraints that isolate blocks of load that are desired to be shed to maintain operability of the rest of the grid.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Second, the optimal switching problem currently uses the LinDist3Flow model (PowerModelsDistribution.LPUBFDiagModel), which is a quadratic approximation, due to the presence of mixed integers.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Finally, the optimial switching problem currently solves sequentially, rather than globally over the entire multinetwork, which means switch configurations and storage energies are manually updated after each timestep is solved.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"The mathematical formulation can be found here.","category":"page"},{"location":"manual/onm_workflow.html#Optimal-Dispatch-(OPF)","page":"The ONM Workflow","title":"Optimal Dispatch (OPF)","text":"","category":"section"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Because the optimal switching is performed with a) a linear approximation, and b) sequentially, it is necessary to run a subsequent optimal dispatch solve on the resulting optimal configuration to ensure solution feasibility and accuracy.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"This nonlinear AC OPF problem is a simple extension of the AC-OPF problem contained in PowerModelsDistribution, a truncated version of which is reproduced here.","category":"page"},{"location":"manual/onm_workflow.html#Statistics","page":"The ONM Workflow","title":"Statistics","text":"","category":"section"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"After the optimizations have completed, ONM collects essential statistics for our default output specification. These include:","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"a device action timeline, which contains an ordered list of the switch settings and loads shed at each timestep,\na list of switch changes, i.e., switches whose state has changed from the previous timestep,\nmicrogrid statistics, including\nminimum, mean, maximum voltages in per-unit representation at each timestep,\nstate of charge of all energy storage at each timestep,\ndetails of load served in percent, i.e., how much load is supported by the feeder (substation/grid), how much by microgrids, and how much extra load are the microgrids supporting,\ndetails of the sources of generation in kW, i.e., how much power is coming from the grid, solar, energy storage, or traditional deisel generation, and\ngeneration dispatch setpoints, both real and reactive.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"If small signal stability analysis is performed, an ordered list of whether the configuration at each timestep is small signal stable is available.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Finally, if fault analysis is performed, an ordered list of fault analysis results at each timestep is given, which includes,","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"the fault susceptance / conductance,\nboth the unbalanced and symmetric (sequence) fault currents at each protection device, and\nthe voltage magnitude at each protection device.","category":"page"},{"location":"manual/onm_workflow.html","page":"The ONM Workflow","title":"The ONM Workflow","text":"Full details of what is included in the output can be found in the schema files.","category":"page"},{"location":"developer/contributing.html#Pull-Requests","page":"Contributing Guide","title":"Pull Requests","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"All pull requests should be reviewed by a core developer, and may include a review by a subject matter expert if the area of the PR is outside that of one of the core developers. In that case, the core developers will primarily review style and design, rather than substance.","category":"page"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Every PR to PowerModelsONM should strive to meet the following guidelines.","category":"page"},{"location":"developer/contributing.html#PR-Title","page":"Contributing Guide","title":"PR Title","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Should be concise and clear, describing in a phrase the content of the PR\nShould include a prefix that describes the primary type of the PR\nADD: feature addition\nFIX: bugfix\nREF: refactor\nUPD: updates to code for e.g. version bumps of dependencies\nSTY: style changes, no changes to function names, added features, etc.\nDOC: documentation-only additions/changes\nRM: dead code removal","category":"page"},{"location":"developer/contributing.html#PR-Body","page":"Contributing Guide","title":"PR Body","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"If the change is breaking, it should be clearly stated up front\nThe purpose of this PR should be clearly stated right away\nMajor changes / additions to the code should be summarized. In the case where a refactor was performed, the name changes of public functions should be documented in the body of the PR\nAny associated Issues should be referenced in the body of the PR, and it is accepted/encouraged to use Closes #XX to automatically close Issues after the PR is merged","category":"page"},{"location":"developer/contributing.html#PR-Code","page":"Contributing Guide","title":"PR Code","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"An entry should be added to CHANGELOG.md for every PR\nDocumentation should be updated (See Documentation section above for guidelines)\nUnit tests should be added. In the case where existing unit tests were altered, an explanation for the change must be included\nCode should be rebased to the latest version of whatever branch the PR is aimed at (no merge conflicts!)","category":"page"},{"location":"developer/contributing.html#Versions","page":"Contributing Guide","title":"Versions","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"PowerModelsONM follows the Semantic Versioning (SemVer) convention of Major.minor.patch, where Major indicates breaking changes, minor indicates non-breaking feature additions, and patch indicates non-breaking bugfixes.","category":"page"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Currently, because Major==0, minor indicates breaking changes and patch indicates any non-breaking change, including both feature additions and bugfixes. Once PowerModelsONM reaches v1.0.0, we will adhere strictly to the SemVer convention.","category":"page"},{"location":"developer/contributing.html#Branch-Management","page":"Contributing Guide","title":"Branch Management","text":"","category":"section"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"The main branch is a protected branch, meaning that its history will always be contiguous and can never be overwritten.","category":"page"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Release candidate branches of the format vM.m.0-rc are also protected branches. These branches will contain only breaking changes and will not be merged into the main branch until a new version is ready to be tagged. Pull requests including breaking changes should be directed into the next release candidate branch available, e.g. if the current version of the package is v0.9.0, the next release candidate branch will be v0.10.0-rc.","category":"page"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Pull requests that include only non-breaking changes can be merged directly into the main branch once approved, and in the case of merge conflicts arising for release candidate branches, the -rc branch will need to be updated to include the latest main branch.","category":"page"},{"location":"developer/contributing.html","page":"Contributing Guide","title":"Contributing Guide","text":"Pull requests will generally be merged using squash and merge into the branch they are aimed at, with the exception of release candidate branches, which generally be merged using rebase and merge into the main branch.","category":"page"},{"location":"reference/stats.html#StatisticsAPI","page":"Solution Statistics","title":"Statistics","text":"","category":"section"},{"location":"reference/stats.html#Dispatch","page":"Solution Statistics","title":"Dispatch","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/dispatch.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_dispatch!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_dispatch!","text":"get_timestep_dispatch!(\n args::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nGets the optimal dispatch results in-place in args, for use in entrypoint, using get_timestep_dispatch.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_dispatch-Tuple{Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_dispatch","text":"get_timestep_dispatch(\n solution::Dict{String,<:Any},\n network::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nReturns the dispatch information for generation assets (generator, storage, solar, voltage_source) and bus voltage magnitudes in SI units for each timestep from the optimal dispatch solution\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_dispatch-Tuple{Dict{String}, String}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_dispatch","text":"get_timestep_dispatch(::Dict{String,<:Any}, ::String)::Vector{Dict{String,Any}}\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_dispatch_optimization_metadata!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_dispatch_optimization_metadata!","text":"get_timestep_dispatch_optimization_metadata!(\n args::Dict{String,<:Any}\n)::Dict{String,Any}\n\nRetrieves the switching optimization results metadata from the optimal switching solution via get_timestep_dispatch_optimization_metadata and applies it in-place to args, for use with entrypoint\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_dispatch_optimization_metadata-Tuple{Dict{String, Any}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_dispatch_optimization_metadata","text":"get_timestep_dispatch_optimization_metadata(\n optimal_dispatch_result::Dict{String,Any}\n)::Dict{String,Any}\n\nGets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm=\"rolling-horizon\"), or a list with a single Dict (if opt_switch_algorithm=\"full-lookahead\").\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_inverter_states!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_inverter_states!","text":"get_timestep_inverter_states!(args::Dict{String,<:Any})::Vector{Dict{String,Any}}\n\nAdds field \"inverter\" to power flow output for inverter objects, i.e., storage generator, voltagesource, solar. See [`gettimestepinverterstates`](@ref gettimestepinverter_states)\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_inverter_states-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_inverter_states","text":"get_timestep_inverter_states(optimal_switching_results::Dict{String,<:Any})::Vector{Dict{String,Any}}\n\nGets 'inverter' state for each generation object at each timestep from optimal_switching_results. Defaults to GRID_FORMING if no inverter state is available.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_voltage_statistics!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_voltage_statistics!","text":"get_timestep_voltage_statistics!(\n args::Dict{String,<:Any}\n)::Dict{String,Vector{Real}}\n\nGets voltage statistics min, mean, max for each timestep in-place in args, for use in [entrypoint][@ref entrypoint], using get_timestep_voltage_statistics\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_voltage_statistics-Tuple{Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_voltage_statistics","text":"get_timestep_voltage_statistics(\n solution::Dict{String,<:Any},\n network::Dict{String,<:Any};\n make_per_unit::Bool=true\n)::Dict{String,Vector{Real}}\n\nReturns statistics on the Minimum, Mean, and Maximum voltages for each timestep using get_voltage_min_mean_max\n\nIf make_per_unit (default: true), will return voltage statistics in per-unit representation. If make_per_unit is false, and there are different voltage bases across the network, the statistics will not make sense.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_voltage_statistics-Tuple{Dict{String}, String}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_voltage_statistics","text":"get_timestep_voltage_statistics(::Dict{String,<:Any}, ::String)\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_voltage_min_mean_max-Tuple{Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_voltage_min_mean_max","text":"get_voltage_min_mean_max(\n solution::Dict{String,<:Any},\n data::Dict{String,<:Any};\n make_per_unit::Bool=true\n)::Tuple{Real,Real,Real}\n\nCalculates the minimum, mean, and maximum of the voltages across a network (not a multinetwork)\n\ndata is used to convert the units to perunit if `makeperunit` and the data is not already perunit.\n\nIf make_per_unit (default: true), will return voltage statistics in per-unit representation. If make_per_unit is false, and there are different voltage bases across the network, the statistics will not make sense.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#Actions","page":"Solution Statistics","title":"Actions","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/actions.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_device_actions!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_device_actions!","text":"get_timestep_device_actions!(args::Dict{String,<:Any})::Vector{Dict{String,Any}}\n\nGets the device actions at every timestep using get_timestep_device_actions and applies it in place to args, for use in entrypoint.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_device_actions-Tuple{Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_device_actions","text":"get_timestep_device_actions(\n network::Dict{String,<:Any},\n optimal_switching_results::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nFrom the multinetwork network, determines the switch configuration at each timestep. If the switch does not exist in mld_results, the state will default back to the state given in the original network. This could happen if the switch is not dispatchable, and therefore state would not be expected in the results.\n\nWill output Vector{Dict} where each Dict will contain \"Switch configurations\", which is a Dict with switch names as keys, and the switch state, \"open\" or \"closed\" as values, and \"Shedded loads\", which is a list of load names that have been shed at that timestep.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_device_actions-Tuple{String, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_device_actions","text":"get_timestep_device_actions(::String, ::Dict{String,<:Any})::Vector{Dict{String,Any}}\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_switch_changes","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_switch_changes","text":"get_timestep_switch_changes(\n network::Dict{String,<:Any},\n optimal_switching_results::Dict{String,<:Any}=Dict{String,Any}()\n)::Vector{Vector{String}}\n\nGets a list of switches whose state has changed between timesteps (always expect the first timestep to be an empty list). This expects the solutions from the MLD problem to have been merged into network\n\n\n\n\n\n","category":"function"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_switch_changes-2","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_switch_changes","text":"get_timestep_switch_changes(::String, ::Dict{String,<:Any})::Vector{Vector{String}}\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"function"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_switch_changes!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_switch_changes!","text":"get_timestep_switch_changes!(args::Dict{String,<:Any})::Vector{Vector{String}}\n\nGets the switch changes via get_timestep_switch_changes and applies it in-place to args, for use with entrypoint\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_switch_optimization_metadata!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_switch_optimization_metadata!","text":"get_timestep_switch_optimization_metadata!(\n args::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nRetrieves the switching optimization results metadata from the optimal switching solution via get_timestep_switch_optimization_metadata and applies it in-place to args, for use with entrypoint\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_switch_optimization_metadata-Tuple{Dict{String, Any}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_switch_optimization_metadata","text":"get_timestep_switch_optimization_metadata(\n optimal_switching_results::Dict{String,Any};\n opt_switch_algorithm::String=\"full-lookahead\"\n)::Vector{Dict{String,Any}}\n\nGets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm=\"iterative), or a list with a single Dict (if opt_switch_algorithm=\"full-lookahead\").\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#Analysis","page":"Solution Statistics","title":"Analysis","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/analysis.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_microgrid_networks-Tuple{Dict{String, Any}}","page":"Solution Statistics","title":"PowerModelsONM.get_microgrid_networks","text":"get_microgrid_networks(network::Dict{String,Any}; switch_config::Union{Missing,Dict{String,PMD.SwitchState}}=missing)::Vector{Vector{String}}\n\nCollects microgrid networks in a single timestep\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_microgrid_networks!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_microgrid_networks!","text":"get_timestep_microgrid_networks!(args::Dict{String,<:Any})::Vector{Dict{String,Any}}\n\nCollects microgrid networks per timestep and assigns them to 'Device action timestep'/'Microgrid networks'\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_microgrid_networks-Tuple{Dict{String, Any}, Dict{String, Any}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_microgrid_networks","text":"get_timestep_microgrid_networks(network::Dict{String,Any}, switching_results::Dict{String,Any})::Vector{Vector{Vector{String}}}\n\nCollects microgrid networks per timestep\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_microgrid_networks_from_output_file-Tuple{String, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_microgrid_networks_from_output_file","text":"get_timestep_microgrid_networks_from_output_file(output::String, network::Dict{String,<:Any})::Vector{Vector{Vector{String}}}\n\nAnalytics for determining when microgrids network from output file\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#Faults","page":"Solution Statistics","title":"Faults","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/fault.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_currents!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_currents!","text":"get_timestep_fault_currents!(\n args::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nGets fault currents for switches and corresponding fault from study in-place in args, for use in entrypoint, using get_timestep_fault_currents.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_currents-Tuple{Dict{String}, Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_currents","text":"get_timestep_fault_currents(\n fault_studies_results::Dict{String,<:Any},\n faults::Dict{String,<:Any},\n network::Dict{String,<:Any};\n ret_protection_only::Bool=false\n)::Vector{Dict{String,Any}}\n\nGets information about the results of fault studies at each timestep, including:\n\ninformation about the fault, such as\nthe admittance (\"conductance (S)\" and \"susceptance (S)\"),\nthe bus at which the fault is applied\nthe type of fault (3p, 3pg, llg, ll, lg), and\nto which connections the fault applies\ninformation about the state at the network's protection, including\nthe fault current |I| (A)\nthe zero-sequence fault current |I0| (A)\nthe positive-sequence fault current |I1| (A)\nthe negative-sequence fault current |I2| (A)\nthe bus voltage from the from-side of the switch |V| (V)\nthe bus voltage angle from the from-side of the switch phi (deg)\n\nret_protection_only==false indicates that currents and voltages should be returned for all lines where switch=y, and if true, should only return switches for which a protection device is defined (recloser, relay, fuse)\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_currents-Tuple{Dict{String}, String, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_currents","text":"get_timestep_fault_currents(\n fault_studies_results::Dict{String,<:Any},\n faults::String,\n network::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nSpecial case where the faults string was not parsed\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_currents-Tuple{Dict{String}, String, String}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_currents","text":"get_timestep_fault_currents(::Dict{String,<:Any}, ::String, ::String; ret_protection_only::Bool=false)::Vector{Dict{String,Any}}\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_study_metadata!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_study_metadata!","text":"get_timestep_fault_study_metadata!(\n args::Dict{String,<:Any}\n)::Vector{Dict{String,Any}}\n\nRetrieves the switching optimization results metadata from the optimal switching solution via get_timestep_fault_study_metadata and applies it in-place to args, for use with entrypoint\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_fault_study_metadata-Tuple{Dict{String, Any}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_fault_study_metadata","text":"get_timestep_fault_study_metadata(\n fault_studies_results::Dict{String,Any}\n)::Vector{Dict{String,Any}}\n\nGets the metadata from the optimal switching results for each timestep, returning a list of Dicts (if opt_switch_algorithm=\"rolling-horizon\"), or a list with a single Dict (if opt_switch_algorithm=\"full-lookahead\").\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#Microgrid","page":"Solution Statistics","title":"Microgrid","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/microgrid.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_generator_profiles!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_generator_profiles!","text":"get_timestep_generator_profiles!(\n args::Dict{String,<:Any}\n)::Dict{String,Vector{Real}}\n\nGets generator profile statistics for each timestep in-place in args, for use in entrypoint, using get_timestep_generator_profiles\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_generator_profiles-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_generator_profiles","text":"get_timestep_generator_profiles(\n solution::Dict{String,<:Any}\n)::Dict{String,Vector{Real}}\n\nReturns statistics about the generator profiles from the optimal dispatch solution:\n\n\"Grid mix (kW)\": how much power is from the substation\n\"Solar DG (kW)\": how much power is from Solar PV DER\n\"Energy storage (kW): how much power is from Energy storage DER\n\"Diesel DG (kW)\": how much power is from traditional generator DER\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_load_served","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_load_served","text":"get_timestep_load_served(\n solution::Dict{String,<:Any},\n network::Dict{String,<:Any}\n)::Dict{String,Vector{Real}}\n\nReturns Load statistics from an optimal dispatch solution, and compares to the base load (non-shedded) in network, giving statistics for\n\n\"Feeder load (%)\": How much load is the feeder supporting,\n\"Microgrid load (%)\": How much load is(are) the microgrid(s) supporting,\n\"Bonus load via microgrid (%)\": How much extra load is being supported.\n\nNote\n\nCurrently, because microgrids are not explicitly defined yet (see 'settings' file for initial implementation of microgrid tagging), \"Bonus load via microgrid (%)\" only indicates how much charging is being performed on Storage.\n\n\n\n\n\n","category":"function"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_load_served-2","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_load_served","text":"get_timestep_load_served(::Dict{String,<:Any}, network::String, switching_solution::Union{Missing,Dict{String,<:Any}}=missing)\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"function"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_load_served!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_load_served!","text":"get_timestep_load_served!(\n args::Dict{String,<:Any}\n)::Dict{String,Vector{Real}}\n\nGets Load served statistics in-place in args, for use in entrypoint, using get_timestep_load_served.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_storage_soc!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_storage_soc!","text":"get_timestep_storage_soc!(\n args::Dict{String,<:Any}\n)::Vector{Real}\n\nGets storage energy remaining percentage for each timestep in-place in args, for use in entrypoint, using get_timestep_storage_soc\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_storage_soc-Tuple{Dict{String}, Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_storage_soc","text":"get_timestep_storage_soc(\n solution::Dict{String,<:Any},\n network::Dict{String,<:Any}\n)::Vector{Real}\n\nReturns the storage state of charge, i.e., how much energy is remaining in all of the the energy storage DER based on the optimal dispatch solution. Needs network to give percentage.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_storage_soc-Tuple{Dict{String}, String}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_storage_soc","text":"get_timestep_storage_soc(::Dict{String,<:Any}, ::String)\n\nHelper function for the variant where args[\"network\"] hasn't been parsed yet.\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#Stability","page":"Solution Statistics","title":"Stability","text":"","category":"section"},{"location":"reference/stats.html","page":"Solution Statistics","title":"Solution Statistics","text":"Modules = [PowerModelsONM]\nPrivate = false\nOrder = [:function]\nPages = [\"stats/stability.jl\"]","category":"page"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_stability!-Tuple{Dict{String}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_stability!","text":"get_timestep_stability!(\n args::Dict{String,<:Any}\n)::Vector{Bool}\n\nGets the stability at each timestep and applies it in-place to args, for use in entrypoint, using get_timestep_stability\n\n\n\n\n\n","category":"method"},{"location":"reference/stats.html#PowerModelsONM.get_timestep_stability-Tuple{Dict{String, Bool}}","page":"Solution Statistics","title":"PowerModelsONM.get_timestep_stability","text":"get_timestep_stability(\n is_stable::Dict{String,Bool}\n)::Vector{Bool}\n\nThis is a placeholder function that simple passes through the is_stable Vector back, until the Stability feature gets more complex.\n\n\n\n\n\n","category":"method"},{"location":"tutorials/Block MLD Basic Example.html#Block-MLD-Basic-Example","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"","category":"section"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"This is a stub for an interactive Pluto.jl tutorial contained in examples.","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"During documentation build time, this tutorial will be automatically converted to HTML, but will lose its interactivity.","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"To experience the full interactivity of this notebook please install Pluto.jl, and open this file","category":"page"},{"location":"tutorials/Block MLD Basic Example.html#Installing-and-running-Pluto.jl","page":"Block MLD Basic Example","title":"Installing and running Pluto.jl","text":"","category":"section"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"Run Julia and add the package:","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"]add Pluto","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"Using the package manager for the first time after installing Julia can take up to 15 minutes - hang in there!","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"To run the notebook server:","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"import Pluto\nPluto.run()","category":"page"},{"location":"tutorials/Block MLD Basic Example.html","page":"Block MLD Basic Example","title":"Block MLD Basic Example","text":"Pluto will open in your browser, and you can get started!","category":"page"},{"location":"schemas/input-settings.schema.html#Settings-Schema","page":"settings.schema","title":"Settings Schema","text":"","category":"section"},{"location":"schemas/input-settings.schema.html","page":"settings.schema","title":"settings.schema","text":"If this page exists in final documentation, automatic conversion of schema to documentation failed.","category":"page"},{"location":"reference/types.html#TypesAPI","page":"Types","title":"Data","text":"","category":"section"},{"location":"reference/types.html","page":"Types","title":"Types","text":"","category":"page"},{"location":"reference/internal.html#Internal-Functions","page":"Internal Functions","title":"Internal Functions","text":"","category":"section"},{"location":"reference/internal.html","page":"Internal Functions","title":"Internal Functions","text":"Modules = [PowerModelsONM]\nFilter = t -> startswith(string(t), \"_\")","category":"page"},{"location":"reference/internal.html#PowerModelsONM._check_switch_state_feasibility-Tuple{Dict{String, Any}}","page":"Internal Functions","title":"PowerModelsONM._check_switch_state_feasibility","text":"_check_switch_state_feasibility(eng::Dict{String,Any})\n\nHelper function to aid users in determining whether network model has a feasible starting switch configuration, assuming radiality constraints are applied.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._convert_event_data_types!-Tuple{Vector{<:Dict{String}}}","page":"Internal Functions","title":"PowerModelsONM._convert_event_data_types!","text":"_convert_event_data_types!(\n events::Vector{<:Dict{String,<:Any}}\n)::Vector{Dict{String,Any}}\n\nHelper function to convert JSON data types to native data types (Enums) in events.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._correct_switch_directions!-Tuple{Dict{String}, Dict{Int64, Set}, Dict{Int64, Int64}, Vector{Int64}}","page":"Internal Functions","title":"PowerModelsONM._correct_switch_directions!","text":"_correct_branch_directions!(switches::Dict{String,<:Any}, ref::Dict{Symbol,<:Any})::Dict{String,Any}\n\nHelper function that will attempt to make a directed graph that is strong-connected by adjusting the switch directions starting from the voltage_sources\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._deepcopy_args!-Tuple{Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._deepcopy_args!","text":"_deepcopy_args!(args::Dict{String,<:Any})::Dict{String,Any}\n\nCopies arguments to \"raw_args\" in-place in args, for use in entrypoint\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._dss2eng_protection_locations!-Tuple{Dict{String}, Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._dss2eng_protection_locations!","text":"_dss2eng_protection!(\n eng::Dict{String,<:Any},\n dss::Dict{String,<:Any}\n)\n\nExtension function for converting opendss protection into protection objects for protection optimization.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._find_next_nw_id_from_fault_duration-Tuple{Dict{String}, String, Real}","page":"Internal Functions","title":"PowerModelsONM._find_next_nw_id_from_fault_duration","text":"_find_next_nw_id_from_fault_duration(\n network::Dict{String,<:Any},\n nw_id::String,\n duration::Real\n)::Union{String,Missing}\n\nHelper function to find the next timestep following a fault given its duration in ms\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._find_nw_id_from_timestep-Tuple{Dict{String}, Union{Real, String}}","page":"Internal Functions","title":"PowerModelsONM._find_nw_id_from_timestep","text":"_find_nw_id_from_timestep(\n network::Dict{String,<:Any},\n timestep::Union{Real,String}\n)::String\n\nHelper function to find the multinetwork id of the subnetwork of network corresponding most closely to a timestep.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._find_switch_id_from_source_id-Tuple{Dict{String}, String}","page":"Internal Functions","title":"PowerModelsONM._find_switch_id_from_source_id","text":"_find_switch_id_from_source_id(\n network::Dict{String,<:Any},\n source_id::String\n)::Union{String,Missing}\n\nHelper function to find a switch id in the network model based on the dss source_id\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._find_switch_ids_by_faulted_asset-Tuple{Dict{String}, String}","page":"Internal Functions","title":"PowerModelsONM._find_switch_ids_by_faulted_asset","text":"helper function to find which switches need to be opened to isolate a fault on asset given by source_id\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._fix_enums!-Tuple{Any, Any, Any}","page":"Internal Functions","title":"PowerModelsONM._fix_enums!","text":"helper function to convert stringified enums\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._fix_fault_data_types!-Tuple{Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._fix_fault_data_types!","text":"_fix_fault_data_types!(faults::Dict{String,<:Any})\n\nHelper function to help parse data types for multiconductor fault study data structures from JSON faults.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._fix_nulls!-Tuple{Any, Any, Any}","page":"Internal Functions","title":"PowerModelsONM._fix_nulls!","text":"helper function to fix null values from json (usually Inf or NaN)\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._fix_symbols!-Tuple{Any, Any, Any}","page":"Internal Functions","title":"PowerModelsONM._fix_symbols!","text":"helper function to convert stringified Symbols\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._get_formulation-Tuple{String}","page":"Internal Functions","title":"PowerModelsONM._get_formulation","text":"_get_formulation(form_string::String)\n\nhelper function to convert from opt-disp-formulation, opt-switch-formulation string to PowerModelsDistribution Type\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._get_formulation-Tuple{Type}","page":"Internal Functions","title":"PowerModelsONM._get_formulation","text":"_get_formulation(form::Type)\n\nhelper function to convert from PowerModelsDistribution Type to PowerModelsDistribution Type\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._make_filtered_logger-Tuple{Vector{<:Module}, Base.CoreLogging.LogLevel}","page":"Internal Functions","title":"PowerModelsONM._make_filtered_logger","text":"_make_filtered_logger(mods::Vector, level::Logging.LogLevel)\n\nHelper function to create the filtered logger for PMD\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._make_filtered_logger-Tuple{Vector{Tuple{Module, Base.CoreLogging.LogLevel}}}","page":"Internal Functions","title":"PowerModelsONM._make_filtered_logger","text":"_make_filtered_logger(mods::Vector{Tuple{<:Module,Logging.LogLevel}})\n\nHelper function to create the filtered logger for PMD\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._map_eng2math_scenarios!-Tuple{Dict{String}, Dict{String}}","page":"Internal 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network::Dict{String,<:Any},\n switching_solutions::Union{Missing,Dict{String,<:Any}}=missing,\n dispatch_solution::Union{Missing,Dict{String,<:Any}}=missing\n)\n\nHelper function that helps to prepare all of the subnetworks for use in PowerModelsProtection.solve_mc_fault_study\n\n\n\n\n\n","category":"function"},{"location":"reference/internal.html#PowerModelsONM._prepare_optimal_switching_data-Tuple{Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._prepare_optimal_switching_data","text":"_prepare_optimal_switching_data(network::Dict{String,<:Any})::Dict{String,Any}\n\nHelper function to prepare optimal switching data structure.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._prepare_stability_multinetwork_data","page":"Internal Functions","title":"PowerModelsONM._prepare_stability_multinetwork_data","text":"_prepare_stability_multinetwork_data(\n network::Dict{String,<:Any},\n inverters::Dict{String,<:Any},\n 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Functions","title":"PowerModelsONM._sanitize_results_metadata!","text":"_sanitize_results_metadata!(metadata::Dict{String,<:Any})::Dict{String,Any}\n\nHelper function to turn any field that is not a Real into a String.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._set_property!-Tuple{Dict{String}, Tuple{Vararg{AbstractString}}, Any}","page":"Internal Functions","title":"PowerModelsONM._set_property!","text":"_set_property!(data::Dict{String,<:Any}, path::Tuple{Vararg{String}}, value::Any)\n\nHelper function to set a property to value at an arbitrary nested path in a dictionary\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._solution_blocks!-Tuple{Dict{String}, Dict{Symbol}}","page":"Internal Functions","title":"PowerModelsONM._solution_blocks!","text":"_solution_statuses!(sol::Dict{String,<:Any}, ref::Dict{Symbol,<:Any})\n\nAdds block ids (as generated in the ref), and microgrid_ids to the 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Functions","title":"PowerModelsONM._solution_statuses!","text":"_solution_statuses!(sol::Dict{String,<:Any})\n\nConverts all status fields in a solution sol from Float64 to Status enum, for a single time step.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._update_inverter_settings!-Tuple{Dict{String}, Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._update_inverter_settings!","text":"_update_inverter_settings!(data::Dict{String,<:Any}, sol::Dict{String,<:Any})\n\nHelper function to update inverter settings from a solution, for the mld robust problem to check for feasibility.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._update_storage_capacity!-Tuple{Dict{String}, Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._update_storage_capacity!","text":"_update_storage_capacity!(data::Dict{String,<:Any}, solution::Dict{String,<:Any})\n\nHelper function to update storage capacity for the next subnetwork based on a solution, for the rolling horizon algorithm.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._update_switch_settings!-Tuple{Dict{String}, Dict{String}}","page":"Internal Functions","title":"PowerModelsONM._update_switch_settings!","text":"_update_switch_settings!(data::Dict{String,<:Any}, solution::Dict{String,<:Any})\n\nHelper function to update switch settings from a solution, for the rolling horizon algorithm.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._validate_against_schema-Tuple{Union{Dict{String}, Vector}, JSONSchema.Schema}","page":"Internal Functions","title":"PowerModelsONM._validate_against_schema","text":"_validate_against_schema(\n data::Union{Dict{String,<:Any}, Vector},\n schema::JSONSchema.Schema\n)::Bool\n\nValidates dict or vector structure data against json schema using JSONSchema.jl.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#PowerModelsONM._validate_against_schema-Tuple{Union{Dict{String}, Vector}, String}","page":"Internal Functions","title":"PowerModelsONM._validate_against_schema","text":"_validate_against_schema(\n data::Union{Dict{String,<:Any}, Vector},\n schema_name::String\n)::Bool\n\nValidates dict or vector structure data against json schema given by schema_name.\n\n\n\n\n\n","category":"method"},{"location":"reference/internal.html#Constants","page":"Internal Functions","title":"Constants","text":"","category":"section"},{"location":"reference/internal.html","page":"Internal Functions","title":"Internal Functions","text":"PowerModelsONM._default_ref_extensions\nPowerModelsONM._default_solution_processors\nPowerModelsONM._formulation_lookup","category":"page"},{"location":"reference/internal.html#PowerModelsONM._default_ref_extensions","page":"Internal 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validate::Bool=true)::Dict{String,Any}\n\nCommand line argument parsing\n\n\n\n\n\n","category":"function"},{"location":"reference/entrypoint.html#PowerModelsONM.sanitize_args!","page":"Main Entrypoint","title":"PowerModelsONM.sanitize_args!","text":"sanitize_args!(args::Dict{String,<:Any})::Dict{String,Any}\n\nSanitizes deprecated arguments into the correct new ones, and gives warnings\n\n\n\n\n\n","category":"function"},{"location":"reference/entrypoint.html#Binary-Operations","page":"Main Entrypoint","title":"Binary Operations","text":"","category":"section"},{"location":"reference/entrypoint.html","page":"Main Entrypoint","title":"Main Entrypoint","text":"julia_main","category":"page"},{"location":"reference/entrypoint.html#PowerModelsONM.julia_main","page":"Main Entrypoint","title":"PowerModelsONM.julia_main","text":"julia_main()\n\nPackageCompiler entrypoint\n\n\n\n\n\n","category":"function"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html#JuMP-Model-by-Hand-MLD-scenario","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-scenario","text":"","category":"section"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"This is a stub for an interactive Pluto.jl tutorial contained in examples.","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"During documentation build time, this tutorial will be automatically converted to HTML, but will lose its interactivity.","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"To experience the full interactivity of this notebook please install Pluto.jl, and open this file","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html#Installing-and-running-Pluto.jl","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"Installing and running Pluto.jl","text":"","category":"section"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"Run Julia and add the package:","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"]add Pluto","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"Using the package manager for the first time after installing Julia can take up to 15 minutes - hang in there!","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"To run the notebook server:","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"import Pluto\nPluto.run()","category":"page"},{"location":"tutorials/JuMP Model by Hand - MLD-scenario.html","page":"JuMP Model by Hand - MLD-Block Scenario Example","title":"JuMP Model by Hand - MLD-Block Scenario Example","text":"Pluto will open in your browser, and you can get started!","category":"page"}] +} diff --git a/v3.5.1/siteinfo.js b/v3.5.1/siteinfo.js new file mode 100644 index 00000000..b3f8aa35 --- /dev/null +++ b/v3.5.1/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "v3.5.1"; 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+ + diff --git a/v3.5.1/tutorials/JuMP Model by Hand - MLD-Block.jl.html b/v3.5.1/tutorials/JuMP Model by Hand - MLD-Block.jl.html new file mode 100644 index 00000000..e309d632 --- /dev/null +++ b/v3.5.1/tutorials/JuMP Model by Hand - MLD-Block.jl.html @@ -0,0 +1,17 @@ + + + + + + + +
\ No newline at end of file diff --git a/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.html b/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.html new file mode 100644 index 00000000..f6bf1867 --- /dev/null +++ b/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.html @@ -0,0 +1,385 @@ + + + + + + JuMP Model by Hand - MLD-Block Scenario Example · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
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+ + +
+ + +  + + + GitHub + + + + +  + + + + +
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+ +
+ + diff --git a/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.jl.html b/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.jl.html new file mode 100644 index 00000000..b4cc4548 --- /dev/null +++ b/v3.5.1/tutorials/JuMP Model by Hand - MLD-scenario.jl.html @@ -0,0 +1,17 @@ + + + + + + + +
\ No newline at end of file diff --git a/v3.5.1/tutorials/Use Case Examples.html b/v3.5.1/tutorials/Use Case Examples.html new file mode 100644 index 00000000..80314532 --- /dev/null +++ b/v3.5.1/tutorials/Use Case Examples.html @@ -0,0 +1,385 @@ + + + + + + Use Case Examples · PowerModelsONM + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+
+ + +
+ + +  + + + GitHub + + + + +  + + + + +
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+ + +
+ +
+ + diff --git a/v3.5.1/tutorials/Use Case Examples.jl.html b/v3.5.1/tutorials/Use Case Examples.jl.html new file mode 100644 index 00000000..f3948556 --- /dev/null +++ b/v3.5.1/tutorials/Use Case Examples.jl.html @@ -0,0 +1,20 @@ +PowerModelsONM Use-Case Examples + + + + + + + + + +
\ No newline at end of file diff --git a/versions.js b/versions.js index 21c71dc8..6cf53651 100644 --- a/versions.js +++ b/versions.js @@ -1,5 +1,6 @@ var DOC_VERSIONS = [ "stable", + "v3.5", "v3.4", "v3.3", "v3.2", @@ -11,5 +12,5 @@ var DOC_VERSIONS = [ "v1.0", "dev", ]; -var DOCUMENTER_NEWEST = "v3.4.0"; +var DOCUMENTER_NEWEST = "v3.5.1"; var DOCUMENTER_STABLE = "stable";

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b/v3.5.1/assets/documenter.js new file mode 100644 index 00000000..a05c9c27 --- /dev/null +++ b/v3.5.1/assets/documenter.js @@ -0,0 +1,1073 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'mathjax': 'https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.9/MathJax.js?config=TeX-AMS_HTML', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "mathjax": { + "exports": "MathJax" + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['mathjax'], function(MathJax) { +MathJax.Hub.Config({ + "jax": [ + "input/TeX", + "output/HTML-CSS", + "output/NativeMML" + ], + "TeX": { + "equationNumbers": { + "autoNumber": "AMS" + } + }, + "tex2jax": { + "inlineMath": [ + [ + "$", + "$" + ], + [ + "\\(", + "\\)" + ] + ], + "processEscapes": true + }, + "config": [ + "MMLorHTML.js" + ], + "extensions": [ + "MathMenu.js", + "MathZoom.js", + "TeX/AMSmath.js", + "TeX/AMSsymbols.js", + "TeX/autobold.js", + "TeX/autoload-all.js" + ] +} +); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on( + "click", + ".docstring .docstring-article-toggle-button", + function () { + let articleToggleTitle = "Expand docstring"; + const parent = $(this).parent(); + + debounce(() => { + if (parent.siblings("section").is(":visible")) { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + parent + .children(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + parent.siblings("section").slideToggle(); + }); + } +); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * RegX escape function from MDN + * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ + function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `