Proximal Policy Optimization Based Intelligent Energy Management for Plug-In Hybrid Electric Bus Considering Battery Thermal Characteristic

Proximal Policy Optimization Based Intelligent Energy Management for Plug-In Hybrid Electric Bus Considering Battery Thermal Characteristic

As the performances of energy management strategy (EMS) are essential for a plug-in hybrid electric bus (PHEB) to operate in an efficient way. The proximal policy optimization (PPO) based multi-objective EMS considering the battery thermal characteristic is proposed for PHEB, aiming to improve vehic...

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Bibliographic Details
Main Authors: Chunmei Zhang, Tao Li, Wei Cui, Naxin Cui
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:World Electric Vehicle Journal
Subjects:
proximal policy optimization
multi-objective energy management strategy
battery temperature management
reinforcement learning
plug-in hybrid electric bus
Online Access:https://www.mdpi.com/2032-6653/14/2/47

Internet

https://www.mdpi.com/2032-6653/14/2/47

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