Self-Learning Enhanced Energy Management for Plug-in Hybrid Electric Bus With a Target Preview Based SOC Plan Method

Self-Learning Enhanced Energy Management for Plug-in Hybrid Electric Bus With a Target Preview Based SOC Plan Method

This paper proposes a self-learning enhanced energy management for plug-in hybrid electric bus (PHEB). Two innovations are made to distinguish our contributions from others. First, a target preview-based reference SOC plan method is proposed, where a linear reference SOC trajectory will be re-planed...

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Bibliographic Details
Main Authors: Hong-Qiang Guo, Guoliang Wei, Fengbo Wang, Chong Wang, Shangye Du
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Plug-in hybrid electric vehicle
energy management
Pontryagin’s minimum principle
reinforcement learning
target preview based SOC plan method
Online Access:https://ieeexplore.ieee.org/document/8778645/

Internet

https://ieeexplore.ieee.org/document/8778645/

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