Intelligent robust control of active suspension system

This project presents a modelling and control of an active suspension system with hydraulic actuator dynamic for a quarter car model. The objective of designing a controller for the car suspension system is to improve the ride comfort while maintaining the constraints on to the suspension travel and...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Moqbel Obaid, Mahmood Ali
स्वरूप: थीसिस
भाषा:अंग्रेज़ी
प्रकाशित: 2011
विषय:
ऑनलाइन पहुंच:http://eprints.utm.my/32193/5/MahmoodAliMoqbelMFKE2011.pdf
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author Moqbel Obaid, Mahmood Ali
author_facet Moqbel Obaid, Mahmood Ali
author_sort Moqbel Obaid, Mahmood Ali
description This project presents a modelling and control of an active suspension system with hydraulic actuator dynamic for a quarter car model. The objective of designing a controller for the car suspension system is to improve the ride comfort while maintaining the constraints on to the suspension travel and tire deformation subject to different road profile. In this research, a cascade control algorithm which consists of the inner loop controller for force tracking control of the hydraulic actuator model and the outer loop controller for disturbance rejection control is proposed. Particle swarm optimization (PSO) algorithm is employed to optimize the PI controller parameters for force tracking control of the hydraulic actuator model. The outer loop controller utilizes a sliding mode controller scheme which incorporates PSO algorithm to efficiently reduce the influence of mismatched disturbance during sliding motion. In addition to that, the performance of the proposed sliding mode controller is compared with the LQR controller and the existing passive suspension system. Similarly, the values of Q and R for the LQR controller are optimized by PSO algorithm. A simulation study is performed to show the effectiveness and robustness of the proposed control algorithm. Eventually the results prove that the proposed controller improves the ride comfort by maintaining the other constrains (the suspension travel, tire deflection, and control force) in their limits.
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spelling uthm-321932018-05-27T07:42:29Z http://eprints.utm.my/32193/ Intelligent robust control of active suspension system Moqbel Obaid, Mahmood Ali TJ Mechanical engineering and machinery This project presents a modelling and control of an active suspension system with hydraulic actuator dynamic for a quarter car model. The objective of designing a controller for the car suspension system is to improve the ride comfort while maintaining the constraints on to the suspension travel and tire deformation subject to different road profile. In this research, a cascade control algorithm which consists of the inner loop controller for force tracking control of the hydraulic actuator model and the outer loop controller for disturbance rejection control is proposed. Particle swarm optimization (PSO) algorithm is employed to optimize the PI controller parameters for force tracking control of the hydraulic actuator model. The outer loop controller utilizes a sliding mode controller scheme which incorporates PSO algorithm to efficiently reduce the influence of mismatched disturbance during sliding motion. In addition to that, the performance of the proposed sliding mode controller is compared with the LQR controller and the existing passive suspension system. Similarly, the values of Q and R for the LQR controller are optimized by PSO algorithm. A simulation study is performed to show the effectiveness and robustness of the proposed control algorithm. Eventually the results prove that the proposed controller improves the ride comfort by maintaining the other constrains (the suspension travel, tire deflection, and control force) in their limits. 2011-05 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/32193/5/MahmoodAliMoqbelMFKE2011.pdf Moqbel Obaid, Mahmood Ali (2011) Intelligent robust control of active suspension system. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:69735?site_name=Restricted Repository
spellingShingle TJ Mechanical engineering and machinery
Moqbel Obaid, Mahmood Ali
Intelligent robust control of active suspension system
title Intelligent robust control of active suspension system
title_full Intelligent robust control of active suspension system
title_fullStr Intelligent robust control of active suspension system
title_full_unstemmed Intelligent robust control of active suspension system
title_short Intelligent robust control of active suspension system
title_sort intelligent robust control of active suspension system
topic TJ Mechanical engineering and machinery
url http://eprints.utm.my/32193/5/MahmoodAliMoqbelMFKE2011.pdf
url-record http://eprints.utm.my/32193/
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work_keys_str_mv AT moqbelobaidmahmoodali intelligentrobustcontrolofactivesuspensionsystem