Maitreyee Marathe, Prof. Line Roald
University of Wisconsin-Madison
- datasets - used to store data for experiments.
- simple-experiments - to run experiments with simulation durations as a multiple of 1 day. Data present in files datasets/simple-experiment-data-1.csv, datasets/simple-experiment-data-2.csv, and datasets/simple-experiment-data-3.csv can be used.
- monthly-experiments - to run experiments with simulation durations as a multiple of 1 month. Residential electricity usage data can be obtained from Pecan Street Dataport.
- In each folder, run the file main.jl, supporting functions are present in functions.jl.
Links and citations for our publications:
Energy Management for Prepaid Customers: A Linear Optimization Approach
@article{marathe2024energy,
title={Energy Management for Prepaid Customers: A Linear Optimization Approach},
author={Marathe, Maitreyee and Roald, Line A},
journal={arXiv preprint arXiv:2408.14703},
year={2024}
}
Optimal Energy Rationing for Prepaid Electricity Customers
@inproceedings{marathe2023optimal,
title={Optimal Energy Rationing for Prepaid Electricity Customers},
author={Marathe, Maitreyee and Roald, Line A},
booktitle={2023 IEEE Belgrade PowerTech},
pages={01--06},
year={2023},
organization={IEEE}
}