TechRxiv
transactions_Home_Energy_Recommendation_System__HERS___ADeep_Reinforcement_Learning_Method_forElectricity_Optimization_of_Smart_Homes.pdf (355.51 kB)

Home Energy Recommendation System (HERS): A Deep Reinforcement Learning Method for Electricity Optimization in Smart Homes

Download (355.51 kB)
preprint
posted on 11.09.2021, 03:36 by Salman Sadiq ShuvoSalman Sadiq Shuvo, Yasin Yilmaz
Aras activity dataset
NYISO dynamic electricity price
A2C implementation in Python

Article under review in IEEE Transactions on Smart Grid

History

Email Address of Submitting Author

salmansadiq@usf.edu

ORCID of Submitting Author

0000-0003-1577-7341

Submitting Author's Institution

University of South Florida

Submitting Author's Country

United States of America