Self-tuning control of an electro-hydraulic actuator system

Due to time-varying effects in electro-hydraulic actuator (EHA) system parameters, a self-tuning control algorithm using pole placement and recursive identification is presented. A discrete-time model is developed using system identification method to represent the EHA system and residual analysis i...

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Main Authors: Ghazali, Rozaimi, Md Sam, Yahaya, Rahmat, Mohd Fua'ad, Jusoff, Kamaruzaman, Zulfatman,, Mohd Hashim, Abd Wahab Ishari
Format: Article
Language:English
Published: Exeley 2011
Online Access:http://psasir.upm.edu.my/id/eprint/23904/1/Self.pdf
http://psasir.upm.edu.my/id/eprint/23904/
http://s2is.org/Issues/v4/n2/
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spelling my.upm.eprints.239042020-07-14T00:36:10Z http://psasir.upm.edu.my/id/eprint/23904/ Self-tuning control of an electro-hydraulic actuator system Ghazali, Rozaimi Md Sam, Yahaya Rahmat, Mohd Fua'ad Jusoff, Kamaruzaman Zulfatman, Mohd Hashim, Abd Wahab Ishari Due to time-varying effects in electro-hydraulic actuator (EHA) system parameters, a self-tuning control algorithm using pole placement and recursive identification is presented. A discrete-time model is developed using system identification method to represent the EHA system and residual analysis is used for model validation. A recursive least square (RLS) method with covariance resetting technique is proposed to estimate parameters of the discrete-time model. The results show the proposed control algorithm can adapt the changes occur in model parameters compared with the fixed controller. In conclusion, a self-tuning control is required in improving the EHS system performance in industrial positioning applications. Exeley 2011-06 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/23904/1/Self.pdf Ghazali, Rozaimi and Md Sam, Yahaya and Rahmat, Mohd Fua'ad and Jusoff, Kamaruzaman and Zulfatman, and Mohd Hashim, Abd Wahab Ishari (2011) Self-tuning control of an electro-hydraulic actuator system. International Journal on Smart Sensing and Intelligent Systems, 4 (2). pp. 189-204. ISSN 1178-5608 http://s2is.org/Issues/v4/n2/
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Due to time-varying effects in electro-hydraulic actuator (EHA) system parameters, a self-tuning control algorithm using pole placement and recursive identification is presented. A discrete-time model is developed using system identification method to represent the EHA system and residual analysis is used for model validation. A recursive least square (RLS) method with covariance resetting technique is proposed to estimate parameters of the discrete-time model. The results show the proposed control algorithm can adapt the changes occur in model parameters compared with the fixed controller. In conclusion, a self-tuning control is required in improving the EHS system performance in industrial positioning applications.
format Article
author Ghazali, Rozaimi
Md Sam, Yahaya
Rahmat, Mohd Fua'ad
Jusoff, Kamaruzaman
Zulfatman,
Mohd Hashim, Abd Wahab Ishari
spellingShingle Ghazali, Rozaimi
Md Sam, Yahaya
Rahmat, Mohd Fua'ad
Jusoff, Kamaruzaman
Zulfatman,
Mohd Hashim, Abd Wahab Ishari
Self-tuning control of an electro-hydraulic actuator system
author_facet Ghazali, Rozaimi
Md Sam, Yahaya
Rahmat, Mohd Fua'ad
Jusoff, Kamaruzaman
Zulfatman,
Mohd Hashim, Abd Wahab Ishari
author_sort Ghazali, Rozaimi
title Self-tuning control of an electro-hydraulic actuator system
title_short Self-tuning control of an electro-hydraulic actuator system
title_full Self-tuning control of an electro-hydraulic actuator system
title_fullStr Self-tuning control of an electro-hydraulic actuator system
title_full_unstemmed Self-tuning control of an electro-hydraulic actuator system
title_sort self-tuning control of an electro-hydraulic actuator system
publisher Exeley
publishDate 2011
url http://psasir.upm.edu.my/id/eprint/23904/1/Self.pdf
http://psasir.upm.edu.my/id/eprint/23904/
http://s2is.org/Issues/v4/n2/
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score 13.160551