A fuzzy logic based control algorithm for EV suspension systems
Huang, Shaojia1; Ching, T.W.2; Li, Wenlong3; Zeng, Luwei1; Chau, K.T.3; Chan, C.C.1
Conference Name29th World Electric Vehicle Symposium and Exhibition, EVS 2016
Source PublicationEVS 2016 - 29th International Electric Vehicle Symposium
Conference Date6 19, 2016 - 6 22, 2016
Conference PlaceMontreal, QC, Canada
Author of SourceElectric Vehicle Symposium and Exhibition
AbstractThis paper proposes a new semi-active suspension system to improve the ride comfort suitable for electric vehicles (EVs). A half car model based on air suspension system is introduced with different control strategies for the front and rear suspensions respectively. A fuzzy control strategy is implemented on the front wheel which will be used as the reference model for the rear wheel. A neural network (NN) controller integrated with neural network identification will be utilized to control the rear suspension. A numerical simulation based on MATLAB shows the advantages of attenuating the vibrations by the proposed control strategy.
Fulltext Access
Document TypeConference paper
CollectionUniversity of Macau
Affiliation1.Zhuhai College, Jilin University, Zhuhai, China;
2.University of Macau, Avenida da Universidade, Taipa, China;
3.University of Hong Kong, Pokfulam Road, Hong Kong, Hong Kong
Recommended Citation
GB/T 7714
Huang, Shaojia,Ching, T.W.,Li, Wenlong,et al. A fuzzy logic based control algorithm for EV suspension systems[C]//Electric Vehicle Symposium and Exhibition,2016.
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