Electric Vehicle Charging Simulation

To run the simulation make sure the AESO_2020_demand_price.csv file is in the same directory as the simulation.py file.

See the report here.

To run use:

python simulation.py --n --id_run --pen --scale

• n: number of iterations, default 10 (int)\
• id_run: file name to save results, default 'test' (str)\
• pen: the market penetration of EVs, in number of EVs, default 0.1 (float)\
• scale: the scaling factor for the model, default 1000 (int)

stats_output_with_v2g.py and stats_output_no_v2g.py are used to generate statistics after the model has been trained.

Requrements:

• numpy
• pandas
• tqdm
• argprase