Reinforcement learning for electric vehicle charging scheduling: A systematic review

Z Zhao, CKM Lee, X Yan, H Wang - Transportation Research Part E …, 2024 - Elsevier
As climate change and environmental concerns have become increasingly pressing issues,
electric vehicles (EVs) have emerged as a viable and environmentally-friendly alternative to …

A review of safe reinforcement learning methods for modern power systems

T Su, T Wu, J Zhao, A Scaglione, L Xie - arXiv preprint arXiv:2407.00304, 2024 - arxiv.org
Due to the availability of more comprehensive measurement data in modern power systems,
there has been significant interest in developing and applying reinforcement learning (RL) …

Robust Optimal Control of Electric Vehicles Charging for Stochastic and Differentially Private Demand

T Wu, R Nikhil, A Scaglione, S Peisert… - Authorea …, 2024 - advance.sagepub.com
This paper presents a comprehensive stochastic optimization model that seamlessly
integrates aggregate electric vehicle (EV) charging demand response with power grid …