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gtep/data/5bus_jsc/REAL_TIME_renewables.csv
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UID,From Bus,To Bus,R,X,B,Cont Rating,LTE Rating,STE Rating,Tr Ratio | ||
branch_2_3,2,3,0.00108,0.0108,0.01852,80,92,104,0 | ||
branch_1_2-c,1,2,0.00281,0.0281,0.00712,66.6,76.6,86.6,0 | ||
branch_1_4,1,4,0.00304,0.0304,0.00658,66.6,76.6,86.6,0 | ||
branch_4_10,4,10,0.00297,0.0297,0.00674,66.6,76.6,86.6,0 | ||
branch_1_10,1,10,0.00064,0.0064,0.03126,66.6,76.6,86.6,0 | ||
branch_3_4_0,3,4,0.00297,0.0297,0.00337,66.6,76.6,86.6,1.05 | ||
branch_3_4_1,3,4,0.003274425,0.03274425,0.003056689,28.4,32.7,36.9,0.952380952 |
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Bus ID,Bus Name,BaseKV,Bus Type,MW Load,MVAR Load,V Mag,V Angle,Area,Zone | ||
1,bus1,230,PV,0,0,1,0.048935018,1,1 | ||
4,bus4,230,Ref,28.5714286,9.3907143,1,0,1,1 | ||
10,bus10,230,PV,0,0,1,0.06266308,1,1 | ||
2,bus2,230,PQ,21.4285714,7.0435714,1.04407,-0.012822061,2,1 | ||
3,bus3,230,PV,21.4285714,7.0435714,1,-0.009768957,2,1 |
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GEN UID,Bus ID,Unit Type,Fuel,MW Inj,MVAR Inj,V Setpoint p.u.,PMax MW,PMin MW,QMax MVAR,QMin MVAR,Min Down Time Hr,Min Up Time Hr,Ramp Rate MW/Min,Start Time Cold Hr,Start Time Warm Hr,Start Time Hot Hr,Start Heat Cold MBTU,Start Heat Warm MBTU,Start Heat Hot MBTU,Non Fuel Start Cost $,Fuel Price $/MMBTU,Output_pct_0,Output_pct_1,Output_pct_2,Output_pct_3,Output_pct_4,HR_avg_0,HR_incr_1,HR_incr_2,HR_incr_3,HR_incr_4 | ||
3_CT,3,CT,G,0,0,1,20,8,20,-20,1,1,3,,,1,,,51.75,0,0.75,0.4,0.6,0.8,1,,135722.5,97862.5,98072.5,107135, | ||
10_STEAM,10,STEAM,C,0,0,1,76,30,76,-76,4,8,2,12,10,4,11383.41,10488.35,7355.42,0,1,0.394736842,0.596052632,0.798684211,1,,30166.66667,14402.61434,17182.46753,18283.66017, | ||
4_CC,4,CC,G,0,0,1,100,10,55,-55,3,3,3.7,,,3,,,5665.23,0,0.5,0.4,0.6,0.8,1,,51019.54545,26818.18182,29550.90909,30308.18182, | ||
4_STEAM,4,STEAM,O,0,0,1,12,5,12,-12,2,4,1,12,4,2,703.76,455.37,393.28,0,1.5,0.416666667,0.608333333,0.808333333,1,,179457.9999,124504.3483,125050,133643.478, | ||
10_PV,10,PV,S,0,0,1,25.9,0,0,0,,,,,,,,,,0,,,,,,,,,,, | ||
2_RTPV,2,RTPV,S,0,0,1,9.3,0,0,0,,,,,,,,,,0,,,,,,,,,,, | ||
1_HYDRO,1,HYDRO,H,0,0,1,50,0,16,-10,,,,,,,,,,0,,,,,,,,,,, | ||
4_WIND-c,4,WIND,W,0,0,1,120,0,0,0,,,,,,,,,,0,,,,,,,,,,, |
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3_CT,10_STEAM,4_CC,4_STEAM | ||
24,-24,24,-24, | ||
14,0,40,0 |
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Reserve Product,Requirement (MW) |
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Simulation_Parameters,Description,DAY_AHEAD,REAL_TIME | ||
Periods_per_Step,the number of discrete periods represented in each simulation step,24,1 | ||
Period_Resolution,seconds per period,3600,300 | ||
Date_From,simulation beginning period,01/01/2020 0:00,01/01/2020 0:00 | ||
Date_To,simulation ending period (must account for lookahed data availability),12/31/2020 0:00,12/31/2020 0:00 | ||
Look_Ahead_Periods_per_Step,the number of look ahead periods included in each optimization step,24,2 | ||
Look_Ahead_Resolution,look-ahead period resolution,3600,300 |
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Simulation,Category,Object,Parameter,Data File | ||
DAY_AHEAD,Generator,1_HYDRO,PMin MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Generator,2_RTPV,PMin MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Generator,1_HYDRO,PMax MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Generator,2_RTPV,PMax MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Generator,10_PV,PMax MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Generator,4_WIND,PMax MW,DAY_AHEAD_renewables.csv | ||
DAY_AHEAD,Area,1,MW Load,DAY_AHEAD_load.csv | ||
DAY_AHEAD,Area,2,MW Load,DAY_AHEAD_load.csv | ||
REAL_TIME,Generator,1_HYDRO,PMin MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Generator,2_RTPV,PMin MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Generator,1_HYDRO,PMax MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Generator,2_RTPV,PMax MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Generator,10_PV,PMax MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Generator,4_WIND,PMax MW,REAL_TIME_renewables.csv | ||
REAL_TIME,Area,1,MW Load,REAL_TIME_load.csv | ||
REAL_TIME,Area,2,MW Load,REAL_TIME_load.csv |
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# -*- coding: utf-8 -*- | ||
""" | ||
Created on Tue Jun 4 14:56:46 2024 | ||
@author: jscelay | ||
Test driver for IDAES-GTEP | ||
""" | ||
|
||
from pyomo.environ import ConcreteModel, Var, SolverFactory, value | ||
from pyomo.environ import units as u | ||
from gtep.gtep_model import ExpansionPlanningModel | ||
from gtep.gtep_data import ExpansionPlanningData | ||
from gtep.gtep_solution import ExpansionPlanningSolution | ||
from egret.data.model_data import ModelData | ||
from pyomo.core import TransformationFactory | ||
from pyomo.contrib.appsi.solvers.highs import Highs | ||
from pyomo.contrib.appsi.solvers.gurobi import Gurobi | ||
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# data_path = "./data/5bus" | ||
data_path = "./data/5bus_jsc" | ||
data_object = ExpansionPlanningData() | ||
data_object.load_prescient(data_path) | ||
# mod_object = ExpansionPlanningModel( | ||
# data=data_object.md, num_reps=2, len_reps=1, stages=2, num_commit=24, num_dispatch=12 | ||
# ) | ||
mod_object = ExpansionPlanningModel( | ||
data=data_object.md, num_reps=1, len_reps=1, stages=1, num_commit=24, num_dispatch=12 | ||
) | ||
mod_object.create_model() | ||
TransformationFactory("gdp.bound_pretransformation").apply_to(mod_object.model) | ||
TransformationFactory("gdp.bigm").apply_to(mod_object.model) | ||
opt = Highs() | ||
# opt = SolverFactory("gurobi", solver_io="python") | ||
# opt = Gurobi() | ||
#mod_object.results = opt.solve(mod_object.model, tee=True) | ||
mod_object.results = opt.solve(mod_object.model) | ||
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||
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save_numerical_results = True | ||
if save_numerical_results: | ||
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sol_object = ExpansionPlanningSolution() | ||
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sol_object.load_from_model(mod_object) | ||
sol_object.dump_json() | ||
load_numerical_results = True | ||
if load_numerical_results: | ||
sol_object.read_json("./gtep_solution_jscTest.json") | ||
# sol_object.read_json("./gtep_solution.json") | ||
#sol_object.read_json("./bigger_longer_wigglier_gtep_solution.json") | ||
plot_results = True | ||
if plot_results: | ||
sol_object.plot_levels(save_dir="./plots/") | ||
|
||
pass |
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