Performance comparison between LQR and PID controllers for an inverted pendulum system

The objective of this paper is to compare the time specification performance between two conventional controllers for an inverted pendulum system. The goal is to determine which control strategy delivers better performance with respect to pendulum's angle and cart's position. The inverted...

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Main Authors: Nasir, Ahmad Nor Kasruddin, Ahmad, Mohd. Ashraf, Rahmat, Mohd. Fuaad
Format: Book Section
Published: American Institute of Physics 2008
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Online Access:http://eprints.utm.my/id/eprint/12719/
http://dx.doi.org/10.1063/1.3008655
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spelling my.utm.127192017-10-04T03:54:13Z http://eprints.utm.my/id/eprint/12719/ Performance comparison between LQR and PID controllers for an inverted pendulum system Nasir, Ahmad Nor Kasruddin Ahmad, Mohd. Ashraf Rahmat, Mohd. Fuaad TK Electrical engineering. Electronics Nuclear engineering The objective of this paper is to compare the time specification performance between two conventional controllers for an inverted pendulum system. The goal is to determine which control strategy delivers better performance with respect to pendulum's angle and cart's position. The inverted pendulum represents a challenging control problem, which continually moves toward an uncontrolled state. Two controllers are presented such as Linear-Quadratic-Regulator (LQR) and Proportional-Integral-Derivatives (PID) controllers for controlling the linearized system of inverted pendulum model. Simulation study has been done in Matlab simulink environment shows that both controllers are capable to control multi output inverted pendulum system successfully. The result shows that LQR produced better response compared to PID control strategies and is presented in time domain. American Institute of Physics 2008-10-07 Book Section PeerReviewed Nasir, Ahmad Nor Kasruddin and Ahmad, Mohd. Ashraf and Rahmat, Mohd. Fuaad (2008) Performance comparison between LQR and PID controllers for an inverted pendulum system. In: AIP Conference Proceedings. American Institute of Physics, USA, pp. 124-128. ISBN 978-073540581-3 http://dx.doi.org/10.1063/1.3008655 doi:10.1063/1.3008655
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 TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Nasir, Ahmad Nor Kasruddin
Ahmad, Mohd. Ashraf
Rahmat, Mohd. Fuaad
Performance comparison between LQR and PID controllers for an inverted pendulum system
description The objective of this paper is to compare the time specification performance between two conventional controllers for an inverted pendulum system. The goal is to determine which control strategy delivers better performance with respect to pendulum's angle and cart's position. The inverted pendulum represents a challenging control problem, which continually moves toward an uncontrolled state. Two controllers are presented such as Linear-Quadratic-Regulator (LQR) and Proportional-Integral-Derivatives (PID) controllers for controlling the linearized system of inverted pendulum model. Simulation study has been done in Matlab simulink environment shows that both controllers are capable to control multi output inverted pendulum system successfully. The result shows that LQR produced better response compared to PID control strategies and is presented in time domain.
format Book Section
author Nasir, Ahmad Nor Kasruddin
Ahmad, Mohd. Ashraf
Rahmat, Mohd. Fuaad
author_facet Nasir, Ahmad Nor Kasruddin
Ahmad, Mohd. Ashraf
Rahmat, Mohd. Fuaad
author_sort Nasir, Ahmad Nor Kasruddin
title Performance comparison between LQR and PID controllers for an inverted pendulum system
title_short Performance comparison between LQR and PID controllers for an inverted pendulum system
title_full Performance comparison between LQR and PID controllers for an inverted pendulum system
title_fullStr Performance comparison between LQR and PID controllers for an inverted pendulum system
title_full_unstemmed Performance comparison between LQR and PID controllers for an inverted pendulum system
title_sort performance comparison between lqr and pid controllers for an inverted pendulum system
publisher American Institute of Physics
publishDate 2008
url http://eprints.utm.my/id/eprint/12719/
http://dx.doi.org/10.1063/1.3008655
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score 13.160551