An Online Learning Control Strategy for Hybrid Electric Vehicle Based on Fuzzy Q-Learning

An Online Learning Control Strategy for Hybrid Electric Vehicle Based on Fuzzy Q-Learning

In order to realize the online learning of a hybrid electric vehicle (HEV) control strategy, a fuzzy Q-learning (FQL) method is proposed in this paper. FQL control strategies consists of two parts: The optimal action-value function Q*(x,u) estimator network (QEN) and the fuzzy parameters tuning (FPT...

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Bibliographic Details
Main Authors: Yue Hu, Weimin Li, Hui Xu, Guoqing Xu
Format: Article
Language:English
Published: MDPI AG 2015-10-01
Series:Energies
Subjects:
hybrid electric vehicle
fuzzy Q-learning (FQL) control strategy
Q*(x,u) estimator network (QEN)
fuzzy parameters tuning (FPT)
Online Access:http://www.mdpi.com/1996-1073/8/10/11167

Internet

http://www.mdpi.com/1996-1073/8/10/11167

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