Bi-level deep reinforcement learning for PEV decision-making guidance by coordinating transportation-electrification coupled systems

• Main Authors: Xing, Qiang, Chen, Zhong, Wang, Ruisheng, Zhang, Ziqi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Transportation-Electrification Coupled System; Charging Station Recommendation
• Online Access: https://hdl.handle.net/10356/169372
• Institution: Nanyang Technological University

The random charging and dynamic traveling behaviors of massive plug-in electric vehicles (PEVs) pose challenges to the efficient and safe operation of transportation-electrification coupled systems (TECSs). To realize real-time scheduling of urban PEV fleet charging demand, this paper proposes a PEV...