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...
Saved in:
Main Authors: | , , |
---|---|
Format: | Book Section |
Published: |
American Institute of Physics
2008
|
Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/12719/ http://dx.doi.org/10.1063/1.3008655 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.utm.12719 |
---|---|
record_format |
eprints |
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 |
_version_ |
1643646022701809664 |
score |
13.160551 |