Identification of test rig for a quarter car active suspension systems

System Identification approach can be used to estimate the models and parameters of the passive system of a test rig for a quarter car active suspension systems. The passive suspension system is consists of sprung mass, unsprung mass, damper and hydraulic actuator. Identification of the system is ca...

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Main Author: Abdul Rashid, Zarina
Format: Thesis
Language:English
Published: 2009
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Online Access:http://eprints.utm.my/id/eprint/12063/6/ZarinaAbdulRashidMFKE2009.pdf
http://eprints.utm.my/id/eprint/12063/
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spelling my.utm.120632017-09-14T01:21:16Z http://eprints.utm.my/id/eprint/12063/ Identification of test rig for a quarter car active suspension systems Abdul Rashid, Zarina TK Electrical engineering. Electronics Nuclear engineering System Identification approach can be used to estimate the models and parameters of the passive system of a test rig for a quarter car active suspension systems. The passive suspension system is consists of sprung mass, unsprung mass, damper and hydraulic actuator. Identification of the system is carried out based on the experimental work of the test rig. The input of the system is an input signal from the LVDT sensor that be controlled by valve and two output signals of the system are the output signals from accelerometers. One output signal is taken from the accelerometer that placed at the body of the car and another one is placed at the tire of the car. Input signal excitation and data acquisition process are controlled by using Simulink. In order to estimate and validate the model and parameters, the data are process using the System Identification Toolbox in Matlab. Since the system is modeled as a linear model, linear ARX model is utilized as a model structure. Model parameter estimation for the passive systems is performed using ARX430 and ARX420 methods respectively. Through the validation process, percentage of the best fit can be reached more than 90% and the smallest LF, PFC and AIC criterions also can be reached. Hence, the model parameters of the system are acceptable. 2009-11 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/12063/6/ZarinaAbdulRashidMFKE2009.pdf Abdul Rashid, Zarina (2009) Identification of test rig for a quarter car active suspension systems. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abdul Rashid, Zarina
Identification of test rig for a quarter car active suspension systems
description System Identification approach can be used to estimate the models and parameters of the passive system of a test rig for a quarter car active suspension systems. The passive suspension system is consists of sprung mass, unsprung mass, damper and hydraulic actuator. Identification of the system is carried out based on the experimental work of the test rig. The input of the system is an input signal from the LVDT sensor that be controlled by valve and two output signals of the system are the output signals from accelerometers. One output signal is taken from the accelerometer that placed at the body of the car and another one is placed at the tire of the car. Input signal excitation and data acquisition process are controlled by using Simulink. In order to estimate and validate the model and parameters, the data are process using the System Identification Toolbox in Matlab. Since the system is modeled as a linear model, linear ARX model is utilized as a model structure. Model parameter estimation for the passive systems is performed using ARX430 and ARX420 methods respectively. Through the validation process, percentage of the best fit can be reached more than 90% and the smallest LF, PFC and AIC criterions also can be reached. Hence, the model parameters of the system are acceptable.
format Thesis
author Abdul Rashid, Zarina
author_facet Abdul Rashid, Zarina
author_sort Abdul Rashid, Zarina
title Identification of test rig for a quarter car active suspension systems
title_short Identification of test rig for a quarter car active suspension systems
title_full Identification of test rig for a quarter car active suspension systems
title_fullStr Identification of test rig for a quarter car active suspension systems
title_full_unstemmed Identification of test rig for a quarter car active suspension systems
title_sort identification of test rig for a quarter car active suspension systems
publishDate 2009
url http://eprints.utm.my/id/eprint/12063/6/ZarinaAbdulRashidMFKE2009.pdf
http://eprints.utm.my/id/eprint/12063/
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score 13.159267