From b0136b4d864b75a6e1896cef8fd433933d109f2e Mon Sep 17 00:00:00 2001 From: Dachet Victor <victor.dachet@uliege.be> Date: Thu, 13 Jun 2024 08:14:16 +0000 Subject: [PATCH] Upload New File --- examples/energy_carrier_comparison/main.py | 116 +++++++++++++++++++++ 1 file changed, 116 insertions(+) create mode 100644 examples/energy_carrier_comparison/main.py diff --git a/examples/energy_carrier_comparison/main.py b/examples/energy_carrier_comparison/main.py new file mode 100644 index 0000000..8848ee6 --- /dev/null +++ b/examples/energy_carrier_comparison/main.py @@ -0,0 +1,116 @@ +# -*- coding: utf-8 -*- +""" +Created on Wed Jul 12 15:30:38 2023 + +@author: Antoine Larbanois +""" + +import json +import os +from gboml import GbomlGraph +from gboml.compiler.classes import Expression +import argparse + + +VECTORS = ["Ammonia", "Methane", "Hydrogen", "Methanol"] + + + +def change_param_in_node(ls_nodes, name_node, name_param, value_param): + # Iterate over every node + for n in ls_nodes: + # Get the right node + if n.name == name_node: + # Iterate over every paremeter and get the right one + for param in n.get_parameters(): + + if param.name == name_param: + print(f"{name_node} , {name_param}, {value_param}") + # Change the value of the parameter + expr = Expression('literal', value_param) + param.expression = expr + param.type = "expression" + param.vector = None + + return ls_nodes + + +def load_data_and_solve(VECTOR, TIME_HORIZON, NAME_NODE, NAME_PARAM, VALUE_PARAM): + + gboml_model = GbomlGraph(TIME_HORIZON) + nodes, edges, global_params = gboml_model.import_all_nodes_and_edges(f"GBOML/{VECTOR}.txt") + + if NAME_NODE and NAME_PARAM and VALUE_PARAM : + + nodes = change_param_in_node(nodes,args.name_node, args.name_param, args.value_param) + + else : + print("Originals parameters") + + + gboml_model.set_timehorizon(TIME_HORIZON) + gboml_model.add_nodes_in_model(*nodes) + gboml_model.add_hyperedges_in_model(*edges) + gboml_model.add_global_parameters(global_params) + gboml_model.build_model() + + results_dir = "RESULTS" + os.makedirs(results_dir, exist_ok=True) + vector_dir = os.path.join(results_dir, VECTOR) + os.makedirs(vector_dir, exist_ok=True) + solution = gboml_model.solve_gurobi() + solution, objective, status, solver_info, constraints_information, variables_information = solution + print("") + print("Solved\n") + dico = gboml_model.turn_solution_to_dictionary( + solver_info, status, solution, objective, constraints_information, variables_information + ) + + print("Json done\n") + + if NAME_NODE and NAME_PARAM and VALUE_PARAM : + + output_file_path = os.path.join(vector_dir, f"{VECTOR}_Time_Horizon_{TIME_HORIZON}_Modified_Model_{NAME_NODE}_{NAME_PARAM}_{VALUE_PARAM}.json") + with open(output_file_path, "w") as json_file: + json_obj = json.dumps(dico) + json_file.write(json_obj) + else : + + output_file_path = os.path.join(vector_dir, f"{VECTOR}_Time_Horizon_{TIME_HORIZON}_Originals_Parameters.json") + with open(output_file_path, "w") as json_file: + json_obj = json.dumps(dico) + json_file.write(json_obj) + + +if __name__ == "__main__": + + parser = argparse.ArgumentParser() + parser.add_argument('-v', '--vector', help='Name of the vector used', + type=str, choices=VECTORS, + required=True) + parser.add_argument('-th', '--Time_Horizon', help="Number of hours", + type=int, default=8760) + + parser.add_argument('-nn', '--name_node', help = 'Specify nodes', + type = str) + + parser.add_argument('-np', '--name_param', help = 'Specify parameter', + type = str) + + parser.add_argument('-vp', '--value_param', help = 'Specify value parameter', + type = float) + + args = parser.parse_args() + + + vector = args.vector + Time_Horizon = args.Time_Horizon + name_node = args.name_node + name_param = args.name_param + value_param = args.value_param + + load_data_and_solve(args.vector, args.Time_Horizon, args.name_node, args.name_param, args.value_param) + + + + -- GitLab