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

作者：

Highlights：

• 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 economy for various diving styles.

摘要

•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 economy for various diving styles.

论文关键词：Plug-in hybrid electric vehicle,Driving style recognition,Fuzzy expert algorithm,Energy management strategy,Particle swarm optimization

论文评审过程：Received 17 December 2020, Revised 27 March 2022, Accepted 10 April 2022, Available online 15 April 2022, Version of Record 16 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117236