Energy-Constrained Critical Load Aware Post-Disaster Home Energy Management (CACHE-EMS)
- Run the python file (Generating_random_Loads and Criticality) that will give the output parameters for loads, criticaltiy and labels.
- Copy it and input it to the main julia file
- use the my_data.csv file and run the main formulation for CACHE-EMS.
- This will give the output optimized values and plots.
- To generate/visualize the increasing trend of natural disasters, run the python file (Natural_disasters_trend file) to visualize the trend from last 50 years. The data as csv file is also attached for or can be accessed online. While using this data/source, a credit to the authors/organization is mendatory.
This work is part of the our research cited as:
A. Ali, T. M. Hansen, S. Liaquat, and T. Hussain, “Energy-constrained critical load aware post-disaster home energy management,” in Proceedings of the PowerTech, 2025.