LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations

This paper presents a multiobjective integral sliding mode controller (ISMC) for a rotary inverted pendulum system under the influence of varying load. Firstly, the nonlinear system is approximated to facilitate the desired control design via extended linearization and deterministic approach. By usi...

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Main Authors: Fairus, M. A., Mohamed, Zaharuddin, Ahmad, Mohamad Noh, Loi, W. S.
Format: Article
Language:English
Published: Penerbit UTM Press 2015
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Online Access:http://eprints.utm.my/id/eprint/56081/1/MohamadNohAhmad2015_LMI-BasedMultiobjectiveIntegralSliding.pdf
http://eprints.utm.my/id/eprint/56081/
http://dx.doi.org/10.11113/jt.v73.4444
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spelling my.utm.560812017-11-01T04:16:54Z http://eprints.utm.my/id/eprint/56081/ LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations Fairus, M. A. Mohamed, Zaharuddin Ahmad, Mohamad Noh Loi, W. S. TK Electrical engineering. Electronics Nuclear engineering This paper presents a multiobjective integral sliding mode controller (ISMC) for a rotary inverted pendulum system under the influence of varying load. Firstly, the nonlinear system is approximated to facilitate the desired control design via extended linearization and deterministic approach. By using both of these techniques, the nonlinear system is formulated into a nonlinear state-space representation where the uncertainties are retained in the model. Next, the design objectives are formulated into linear matrix inequalities (LMI) which are then solved efficiently through convex optimization algorithms. With proper selection variables, numbers of the decision variables for LMIs are reduced. Hence, it will reduce the numerical burden and believes the calculated values more viable in practice. Finally, simulation works are conducted and comparison is made between the proposed controller, such as normal ISMC and LQR. The simulation results illustrate the effectiveness of the proposed controller and the performance is evaluated through integral of absolute-value error (IAE) performance index. Penerbit UTM Press 2015-02 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/56081/1/MohamadNohAhmad2015_LMI-BasedMultiobjectiveIntegralSliding.pdf Fairus, M. A. and Mohamed, Zaharuddin and Ahmad, Mohamad Noh and Loi, W. S. (2015) LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations. Jurnal Teknologi, 73 (6). pp. 125-137. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v73.4444 DOI:10.11113/jt.v73.4444
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
Fairus, M. A.
Mohamed, Zaharuddin
Ahmad, Mohamad Noh
Loi, W. S.
LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
description This paper presents a multiobjective integral sliding mode controller (ISMC) for a rotary inverted pendulum system under the influence of varying load. Firstly, the nonlinear system is approximated to facilitate the desired control design via extended linearization and deterministic approach. By using both of these techniques, the nonlinear system is formulated into a nonlinear state-space representation where the uncertainties are retained in the model. Next, the design objectives are formulated into linear matrix inequalities (LMI) which are then solved efficiently through convex optimization algorithms. With proper selection variables, numbers of the decision variables for LMIs are reduced. Hence, it will reduce the numerical burden and believes the calculated values more viable in practice. Finally, simulation works are conducted and comparison is made between the proposed controller, such as normal ISMC and LQR. The simulation results illustrate the effectiveness of the proposed controller and the performance is evaluated through integral of absolute-value error (IAE) performance index.
format Article
author Fairus, M. A.
Mohamed, Zaharuddin
Ahmad, Mohamad Noh
Loi, W. S.
author_facet Fairus, M. A.
Mohamed, Zaharuddin
Ahmad, Mohamad Noh
Loi, W. S.
author_sort Fairus, M. A.
title LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
title_short LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
title_full LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
title_fullStr LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
title_full_unstemmed LMI-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
title_sort lmi-based multiobjective integral sliding mode control for rotary inverted pendulum system under load variations
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.utm.my/id/eprint/56081/1/MohamadNohAhmad2015_LMI-BasedMultiobjectiveIntegralSliding.pdf
http://eprints.utm.my/id/eprint/56081/
http://dx.doi.org/10.11113/jt.v73.4444
_version_ 1643653990080053248
score 13.160551