A driving-style-oriented adaptive control strategy based PSO-fuzzy expert algorithm for a plug-in hybrid electric vehicle

•A driving styles recognition algorithm based two layers Fuzzy controller is defined.•An equivalent factor PI-fuzzy updating rules is applied for adapting driving styles.•A PSO-Fuzzy algorithm is incorporated into the driving style-oriented strategy.•The proposed strategy can improve the fuel econom...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 201; p. 117236
Main Authors:	Lin, Xinyou, Li, Kuiliang, Wang, Liming
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 01.09.2022 Elsevier BV
Subjects:	Adaptive control Algorithms Consumption Driving style recognition Electric vehicles Energy management strategy Equivalence Expert systems Fuel consumption Fuel economy Fuzzy control Fuzzy expert algorithm Hybrid electric vehicles Neural networks Particle swarm optimization Plug-in hybrid electric vehicle Principal components analysis Fuzzy expert algorithm Driving style recognition Energy management strategy Particle swarm optimization Plug-in hybrid electric vehicle
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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