Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system

Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. In this paper, two third-order differential equations were derived to create a combining model for the cart-pendulum with its DC motor dynamics. Motor voltage was considered the system input in the presented m...

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Main Authors: Elsayed, B.A., Hassan, Mohamed Mohsen Abdel-Naeim, Mekhilef, Saad
Format: Article
Language:English
Published: 2015
Subjects:
Online Access:http://eprints.um.edu.my/13848/1/Fuzzy_Swinging-up_with_Sliding_Mode_Control_for_Third_Order.pdf
http://eprints.um.edu.my/13848/
http://link.springer.com/article/10.1007/s12555-014-0033-4
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spelling my.um.eprints.138482019-10-25T05:33:30Z http://eprints.um.edu.my/13848/ Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system Elsayed, B.A. Hassan, Mohamed Mohsen Abdel-Naeim Mekhilef, Saad T Technology (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. In this paper, two third-order differential equations were derived to create a combining model for the cart-pendulum with its DC motor dynamics. Motor voltage was considered the system input in the presented model. The friction between the cart and rail was included in the system equations through a nonlinear friction model. Fuzzy Swinging-up controller was designed to swing the pendulum to the upright position, once reaching the upward position; Sliding Mode Controller (SMC) is activated, to balance the system. In order to verify the performance of the proposed SMC, a Linear Quadratic Regulator Controller (LQRC) was suggested and compared with the proposed SMC. Simulation and experimental results have shown a significant improvement of the proposed SMC over LQRC where, the pendulum angle oscillations were decreased by 80 in the real implementation. 2015-02 Article PeerReviewed application/pdf en http://eprints.um.edu.my/13848/1/Fuzzy_Swinging-up_with_Sliding_Mode_Control_for_Third_Order.pdf Elsayed, B.A. and Hassan, Mohamed Mohsen Abdel-Naeim and Mekhilef, Saad (2015) Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system. International Journal of Control Automation and Systems, 13 (1). pp. 238-248. ISSN 1598-6446 http://link.springer.com/article/10.1007/s12555-014-0033-4 DOI 10.1007/s12555-014-0033-4
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/
language English
topic T Technology (General)
TJ Mechanical engineering and machinery
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TJ Mechanical engineering and machinery
TK Electrical engineering. Electronics Nuclear engineering
Elsayed, B.A.
Hassan, Mohamed Mohsen Abdel-Naeim
Mekhilef, Saad
Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
description Cart Inverted Pendulum (CIP) system is a benchmark problem in nonlinear automatic control. In this paper, two third-order differential equations were derived to create a combining model for the cart-pendulum with its DC motor dynamics. Motor voltage was considered the system input in the presented model. The friction between the cart and rail was included in the system equations through a nonlinear friction model. Fuzzy Swinging-up controller was designed to swing the pendulum to the upright position, once reaching the upward position; Sliding Mode Controller (SMC) is activated, to balance the system. In order to verify the performance of the proposed SMC, a Linear Quadratic Regulator Controller (LQRC) was suggested and compared with the proposed SMC. Simulation and experimental results have shown a significant improvement of the proposed SMC over LQRC where, the pendulum angle oscillations were decreased by 80 in the real implementation.
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 Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
title_short Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
title_full Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
title_fullStr Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
title_full_unstemmed Fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
title_sort fuzzy swinging-up with sliding mode control for third order cart-inverted pendulum system
publishDate 2015
url http://eprints.um.edu.my/13848/1/Fuzzy_Swinging-up_with_Sliding_Mode_Control_for_Third_Order.pdf
http://eprints.um.edu.my/13848/
http://link.springer.com/article/10.1007/s12555-014-0033-4
_version_ 1648736129830092800
score 13.159267