Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system

Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. It is commonly used to verify the robustness of any proposed nonlinear controller. CIP is mostly represented by two second order differential equations to avoid complexity due to the DC motor dynamics. This re...

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Main Authors: Elsayed, B.A., Hassan, Mohamed Mohsen Abdel-Naeim, Mekhilef, Saad
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Published: 2013
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Online Access:http://eprints.um.edu.my/6624/
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spelling my.um.eprints.66242019-10-25T04:19:54Z http://eprints.um.edu.my/6624/ Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system Elsayed, B.A. Hassan, Mohamed Mohsen Abdel-Naeim Mekhilef, Saad TS Manufactures Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. It is commonly used to verify the robustness of any proposed nonlinear controller. CIP is mostly represented by two second order differential equations to avoid complexity due to the DC motor dynamics. This representation is not practical for the real CIP dynamics and might lead to instability. Therefore in this paper, two third-order differential equations were derived to combine the pendulum system and DC motor dynamics to have a more realistic mathematical model. Friction between the cart and rail was included in the system equations through a nonlinear friction model. To stabilize the obtained nonlinear electromechanical CIP model, a third-order Fuzzy Sliding Mode Controller (FSMC) was designed. The chattering of the control signal was eliminated using general bill shape membership functions for the Fuzzy controller. Simulation results proved the robustness of the proposed FSMC over Linear Quadratic Regulator Controller (LQRC). For instant, the overshoot in the cart position response was reduced by 300. 2013 Article PeerReviewed Elsayed, B.A. and Hassan, Mohamed Mohsen Abdel-Naeim and Mekhilef, Saad (2013) Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system. Applied Mathematics & Information Sciences, 7 (1). pp. 193-201. ISSN 1935-0090
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TS Manufactures
spellingShingle TS Manufactures
Elsayed, B.A.
Hassan, Mohamed Mohsen Abdel-Naeim
Mekhilef, Saad
Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
description Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. It is commonly used to verify the robustness of any proposed nonlinear controller. CIP is mostly represented by two second order differential equations to avoid complexity due to the DC motor dynamics. This representation is not practical for the real CIP dynamics and might lead to instability. Therefore in this paper, two third-order differential equations were derived to combine the pendulum system and DC motor dynamics to have a more realistic mathematical model. Friction between the cart and rail was included in the system equations through a nonlinear friction model. To stabilize the obtained nonlinear electromechanical CIP model, a third-order Fuzzy Sliding Mode Controller (FSMC) was designed. The chattering of the control signal was eliminated using general bill shape membership functions for the Fuzzy controller. Simulation results proved the robustness of the proposed FSMC over Linear Quadratic Regulator Controller (LQRC). For instant, the overshoot in the cart position response was reduced by 300.
format Article
author Elsayed, B.A.
Hassan, Mohamed Mohsen Abdel-Naeim
Mekhilef, Saad
author_facet Elsayed, B.A.
Hassan, Mohamed Mohsen Abdel-Naeim
Mekhilef, Saad
author_sort Elsayed, B.A.
title Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
title_short Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
title_full Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
title_fullStr Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
title_full_unstemmed Decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
title_sort decoupled third-order fuzzy sliding model control for cart-inverted pendulum system
publishDate 2013
url http://eprints.um.edu.my/6624/
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score 13.160551