Battery thermal-and health-constrained energy management for hybrid electric bus based on soft actor-critic DRL algorithm

• Main Authors: Wu, Jingda, Wei, Zhongbao, Li, Weihan, Wang, Yu, Li, Yunwei, Sauer, Dirk Uwe
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Battery Health; Energy Management
• Online Access: https://hdl.handle.net/10356/160290
• Institution: Nanyang Technological University

Energy management is critical to reducing the size and operating cost of hybrid energy systems, so as to expedite on-the-move electric energy technologies. This article proposes a novel knowledge-based, multiphysics-constrained energy management strategy for hybrid electric buses, with an emphasized...