Degradation Adaptive Energy Management Strategy for FCHEV Based on the Rule-DDPG Method: Tailored to the Current SOH of the Powertrain

To develop an energy management strategy (EMS) that adapts to the state-of-health (SOH) of the fuel cell stack (FCS) to keep the output of the powertrain of fuel cell hybrid electric vehicles (FCHEVs) optimal all the time, a degradation adaptive EMS is proposed. The proposed EMS is based on a hierar...

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Bibliographic Details
Published in:IEEE transactions on transportation electrification 2025-02, Vol.11 (1), p.993-1003
Main Authors: Tang, Xingwang, Shi, Lei, Zhang, Yujia, Li, Bingbing, Xu, Sichuan, Song, Ziyou
Format: Article
Language:English
Subjects:
Batteries
Deep reinforcement learning
Degradation
degradation adaption
Energy management
energy management strategy (EMS)
fuel cell durability
fuel cell hybrid electric vehicle (FCHEVs)
Fuel cells
Hybrid electric vehicles
Mechanical power transmission
Medical services
Voltage control
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