revised_simplex_algorithm

This repository contains an implementation of a revised simplex algorithm for p2p elcectricity trading

getHouseholdData.py

• contains functions that generates list of currently active households and python dictionarys for current supply and demand values of producer and consumer households

currentlyActiveCostDict.py

• builds a cost-dictionary for all currently active households and ensures the needed format

constraintMatrix.py

• contains functions that build the needed constraints for the linear programming problem

orderedDemandSupplyValues.py

• ensures that the order of the constraints and the supply and the demand dictionaries is the same

revisedSimplex.py

• runs the revised simplex algorithm
• builds the objective function
• analyses if demand > supply, demand < supply or demand = supply
• builds righthandside constraints b
• ensures proportional fairness

needed files

• AssetListe.json
• tradingCost_prosumers_to_all_households_nested.json
• pairsAndReductions.json (this is only needed to analyze results. not the algorithm itself)

This algorithm accepts household data which is structured like the API data