2018
DOI: 10.21595/jve.2018.19423
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Optimization design of semi-active controller for in-wheel motors suspension

Abstract: Owing to significant influences of in-wheel motors on the performance of suspension, a modified GPSO-LQG controller is proposed for one-quarter vehicle suspension with the purpose of optimizing suspension performance for entire speed ranges. After the introduction of one-quarter vehicle suspension model, road surface excitation model and magneto-rheological damper model, the GPSO-LQG controller is investigated with three weighted coefficients optimized by utilizing the Genetic Particle Swarm Optimization (GPSO… Show more

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Cited by 4 publications
(3 citation statements)
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References 27 publications
(21 reference statements)
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“…Abdussalam A., et al analyzed the influence of the mass of the IWM on the performance of passive and semi-active suspension systems of the EV [7]. Ma F., et al, and Liu M., et al, designed and optimized the in-wheel-motor electric vehicles to improve ride comfort by using three degrees of freedom of the EVs [8,9]. Besides, Yu Y., et al also analyzed the influence of rotor-bearing coupling vibration on the dynamic behavior of electric vehicle driven by an in-wheel motor [3].…”
Section: Introductionmentioning
confidence: 99%
“…Abdussalam A., et al analyzed the influence of the mass of the IWM on the performance of passive and semi-active suspension systems of the EV [7]. Ma F., et al, and Liu M., et al, designed and optimized the in-wheel-motor electric vehicles to improve ride comfort by using three degrees of freedom of the EVs [8,9]. Besides, Yu Y., et al also analyzed the influence of rotor-bearing coupling vibration on the dynamic behavior of electric vehicle driven by an in-wheel motor [3].…”
Section: Introductionmentioning
confidence: 99%
“…Particularly, the fuel cells or electric batteries were gradually studied and used on electric vehicles (EV) [3,4]. The design and optimization of the power battery and torque converter of electric motors to increase the dynamic stability of the EV were also considered [5,6]. The influence of the vibration of in-wheel motors on the wheel dynamic forces had been analyzed [4].…”
Section: Introductionmentioning
confidence: 99%
“…Abdussalam Ali A. O. and Başar Özkan analyzed the effect of in-wheel electric motors mass on the performance of passive and active suspension systems [4]. A modified GPSO-LQG controller is proposed by Fangwu Ma et al for one-quarter EV suspension with the purpose of optimizing suspension performance for entire speed ranges [5]. Liu M. et al proposed the ride comfort optimization of In-Wheel-Motor EV with In-Wheel vibration absorbers using two control methods such as the linear quadratic regulator (LQR) algorithm for suspension damper and the fuzzy PID method for in-wheel damper [6].…”
Section: Introductionmentioning
confidence: 99%