CHESCA

Code for the paper "Winning the 2023 CityLearn Challenge: a Community-based Hierarchical Energy Systems Coordination Algorithm"

Requirements

• Python
• citylearn (pip install CityLearn==2.1b12 for 2023 challenge environment)
• numpy
• xgboost

Local evaluation

Run the following to locally evaluate the control algorithm

python local_evaluation.py

In order to evaluate using a different dataset, change the SCHEMA path to the path of the schema you want to test.

See data/schemas/ for available schemas.