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@@ -42,10 +42,15 @@

Course overview

Open-source tools help us realise the true potential of life cycle assessment (LCA). We have tools for cloud calculations, uncertainty and sensitivity assessment, parametric modelling, external model interfaces, spatial and temporal assessment, scenarios-based and prospective assessment, hybridisation of multiple databases, and database modelling perspectives.

-

In this spring school, we will build on these open-source foundations, focusing on Brightway, Temporalis, Wurst and Premise, to make our inventory models better fit research questions with a temporal dimension. The instructors will be Romain Sacchi, the developer of Premise, and Karin Treyer, who spearheads Brightway’s online learning materials, focusing on novice users, and Chris Mutel, lead developer of Brightway. They will be assisted by Alvaro Hahn-Menacho, who has expertise in integrating Mass Flow Analysis in prospective LCA.

-

The course will cover Brightway’s basics and best practices for model development. Teaching includes both the use of Jupyter notebooks for Brightway and the use of Activity Browser. We will cover essential aspects of LCA, such as sensitivity analysis, multiple types of uncertainty, parametrisation, etc. Best practices in software architecture will be taught, including documentation standards and tools, testing, data and source version control, linting, and quick tool builders like Streamlit and Dash. We will then apply these concepts while diving deep into Premise and writing parameterised models to generate custom scenario data.

-

The week starts with three interactive teaching sessions using Jupyter Notebooks, Git, and other tools needed to develop, test, and document LCA models properly. These notebooks include exercises, and we will discuss the solutions in class. From Thursday to Friday, you will work in groups of around five people and apply these ideas in small group projects. Short teaching inputs will support the group work. Groups will present their results on Friday afternoon.

-

Tentative program

+

In this spring school, we will build on these open-source foundations, focusing on Brightway, Wurst and Premise (and maybe Temporalis if there is interest), to make our inventory models better fit research questions with a temporal dimension. + The instructors will be Romain Sacchi, the developer of Premise, Karin Treyer, who spearheads Brightway’s online learning materials that focus on novice users, and Chris Mutel, lead developer of Brightway. + They will be assisted by Alvaro Hahn-Menacho, who has expertise in integrating Mass Flow Analysis (using ODYM) in prospective LCA.

+

The course will cover Brightway’s basics and best practices for model development. Teaching includes both the use of Jupyter notebooks for Brightway and the use of Activity Browser. We will cover essential aspects of LCA, such as sensitivity analysis, multiple types of uncertainty, parametrisation, etc. Best practices in software architecture will be taught, including documentation standards and tools, testing, data and source version control, linting, and quick tool builders like Panel and Dash. + We will then apply these concepts while diving deep into Premise and writing parameterised models to generate custom scenario data.

+

The week starts with three interactive teaching sessions using Jupyter Notebooks, Git, and other tools needed to develop, test, and document LCA models properly. + These notebooks include exercises, and we will discuss the solutions in class. From Thursday to Friday, you will work in groups of around five people and apply these ideas in small group projects. Short teaching inputs will support the group work. Groups will present their results on Friday afternoon.

+ +

Tentative program
    Pre-school requirements (instructions will be sent a month ahead):
  • Installation of Python environments with all necessary libraries
  • Installation of Git and IDE (Integrated Development Environment, e.g., VS, Pycharm)
  • @@ -55,7 +60,7 @@

    Tentative program

      Day 2
  • Wurst: database manipulation, scenario implementation, comparative analyses
  • Premise: generation of prospective databases, superstructure databases
  • -
  • Temporalis: dynamic LCA inventories
  • +
  • Temporalis: dynamic LCA inventories (if there is an interest)
    • Day 3
  • Deepen knowledge: Q&A session on day 1 and 2
  • Group topics and formation of groups
  • @@ -66,8 +71,8 @@

    Tentative program

      Day 5
  • Group work
  • Results presentation
  • -
  • Wrap up, apéro
  • -

    This autumn school is primarily aimed at advanced students who are studying or using LCA/MFA/Industrial ecology, but others are also welcome to apply. Students who complete the school will receive a certificate for 2 ETCS credit points. Enrollment is limited to 30 people.

    +
  • Wrap up, apéro!
  • +

    This autumn school is primarily aimed at students who wish to become familiar with the Brightway ecosystem, targeting specifically beginner and intermediate users. Students who complete the school will receive a certificate for 2 ETCS credit points. Enrollment is limited to 30 people.

    Location
    @@ -75,7 +80,7 @@
    Location
    Python preparation

    A basic understanding of Python is necessary for the school. Brightway offers training and documentation online. Students should review those materials and some Python training before school starts.

    Starting and ending times
    -

    The school starts with lunch at 10:00 on Monday, and it's most convenient to arrive on the 9:04 train into Grosshöchstetten. The school ends at 16:00 on Friday, though we will offer an Apéro with snacks and drinks for students on Friday evening. You can contact the hotel if you want to stay Friday night, or arrive before Monday morning.

    +

    The school starts at 10:00 on Monday, and it's most convenient to arrive on the 9:04 train into Grosshöchstetten. The school ends at 16:00 on Friday, though we will offer an Apéro with snacks and drinks for students on Friday evening. You can contact the hotel if you want to stay Friday night, or arrive before Monday morning.

    Language

    The summer school will be in English.

    Course fees