Modified predictive control for a class of electro-hydraulic actuator

Many model predictive control (MPC) algorithms have been proposed in the literature depending on the conditionality of the system matrix and the tuning control parameters. A modified predictive control method is proposed in this paper. The modified predictive method is based on the control matrix fo...

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Main Authors: Emhemed, A. A. A., Mamat, R. B., Mohd Faudzi, A. A., Johary, M. R., Osman, K.
Format: Article
Published: Institute of Advanced Engineering and Science 2016
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Online Access:http://eprints.utm.my/id/eprint/70012/
http://dx.doi.org/10.11591/ijece.v6i1.8884
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spelling my.utm.700122017-11-20T08:52:12Z http://eprints.utm.my/id/eprint/70012/ Modified predictive control for a class of electro-hydraulic actuator Emhemed, A. A. A. Mamat, R. B. Mohd Faudzi, A. A. Johary, M. R. Osman, K. TJ Mechanical engineering and machinery Many model predictive control (MPC) algorithms have been proposed in the literature depending on the conditionality of the system matrix and the tuning control parameters. A modified predictive control method is proposed in this paper. The modified predictive method is based on the control matrix formulation combined with optimized move suppression coefficient. Poor dynamics and high nonlinearities are parts of the difficulties in the control of the Electro-Hydraulic Actuator (EHA) functions, which make the proposed matrix an attractive solution. The developed controller is designed based on simulation model of a position control EHA to reduce the overshoot of the system and to achieve better and smoother tracking. The performance of the designed controller achieved quick response and accurate behavior of the tracking compared to the previous study. Institute of Advanced Engineering and Science 2016 Article PeerReviewed Emhemed, A. A. A. and Mamat, R. B. and Mohd Faudzi, A. A. and Johary, M. R. and Osman, K. (2016) Modified predictive control for a class of electro-hydraulic actuator. International Journal of Electrical and Computer Engineering, 6 (2). pp. 630-638. ISSN 2088-8708 http://dx.doi.org/10.11591/ijece.v6i1.8884 DOI:10.11591/ijece.v6i1.8884
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/
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Emhemed, A. A. A.
Mamat, R. B.
Mohd Faudzi, A. A.
Johary, M. R.
Osman, K.
Modified predictive control for a class of electro-hydraulic actuator
description Many model predictive control (MPC) algorithms have been proposed in the literature depending on the conditionality of the system matrix and the tuning control parameters. A modified predictive control method is proposed in this paper. The modified predictive method is based on the control matrix formulation combined with optimized move suppression coefficient. Poor dynamics and high nonlinearities are parts of the difficulties in the control of the Electro-Hydraulic Actuator (EHA) functions, which make the proposed matrix an attractive solution. The developed controller is designed based on simulation model of a position control EHA to reduce the overshoot of the system and to achieve better and smoother tracking. The performance of the designed controller achieved quick response and accurate behavior of the tracking compared to the previous study.
format Article
author Emhemed, A. A. A.
Mamat, R. B.
Mohd Faudzi, A. A.
Johary, M. R.
Osman, K.
author_facet Emhemed, A. A. A.
Mamat, R. B.
Mohd Faudzi, A. A.
Johary, M. R.
Osman, K.
author_sort Emhemed, A. A. A.
title Modified predictive control for a class of electro-hydraulic actuator
title_short Modified predictive control for a class of electro-hydraulic actuator
title_full Modified predictive control for a class of electro-hydraulic actuator
title_fullStr Modified predictive control for a class of electro-hydraulic actuator
title_full_unstemmed Modified predictive control for a class of electro-hydraulic actuator
title_sort modified predictive control for a class of electro-hydraulic actuator
publisher Institute of Advanced Engineering and Science
publishDate 2016
url http://eprints.utm.my/id/eprint/70012/
http://dx.doi.org/10.11591/ijece.v6i1.8884
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score 13.160551