Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system

Design of controllers for non-linear systems has long drawn the attention of researchers especially in the fields of robotics, aerospace engineering and marine engineering. A classic example of a non-linear under-actuated control system is the balance control for a rotary inverted pendulum. Basicall...

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Main Author: Tang, Teng Fong
Format: Thesis
Language:English
English
Published: 2015
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/16811/1/Design%20Of%20Linear%20Quadratic%20Regulator%20Controller%20With%20Adjustable%20Gain%20Function%20For%20Rotary%20Inverted%20Pendulum%20System.pdf
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spelling my.utem.eprints.168112022-09-20T12:17:01Z http://eprints.utem.edu.my/id/eprint/16811/ Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system Tang, Teng Fong T Technology (General) TJ Mechanical engineering and machinery Design of controllers for non-linear systems has long drawn the attention of researchers especially in the fields of robotics, aerospace engineering and marine engineering. A classic example of a non-linear under-actuated control system is the balance control for a rotary inverted pendulum. Basically, the control approach for such system focusses on torque control of the servo-motor for the purpose of rotating the arm and stabilising the pendulum in its upright position at the shortest possible time. The aim of this research is to supplement and further enhance the control performance of a linear quadratic regulator (LQR) controller with focus on reduced response time and degree of oscillation of the pendulum with added robustness against input disturbance applied to the pendulum position and voltage to the motor. Initially, this thesis comprehensively analysed the LQR controller parameters based on minimal balance time of the pendulum. The LQR controller by itself produced high degree of oscillations, long balance time and poor robustness against input disturbance. As an enhancement over this approach, an adjustable gain was added to the existing LQR control structure. The results showed that for a 30° balancing control, the LQR controller with adjustable gain managed to reduce as much as 70% in the balance time and 98% in the degree of oscillation, while improved its robustness by producing faster balance time and lower oscillation upon excitation by input disturbance forces. In conclusion, the LQR controller with adjustable gain has significantly improved the control performance of the rotary inverted pendulum system. 2015 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/16811/1/Design%20Of%20Linear%20Quadratic%20Regulator%20Controller%20With%20Adjustable%20Gain%20Function%20For%20Rotary%20Inverted%20Pendulum%20System.pdf text en http://eprints.utem.edu.my/id/eprint/16811/2/Design%20of%20linear%20quadratic%20regulator%20controller%20with%20adjustable%20gain%20function%20for%20rotary%20inverted%20pendulum%20system.pdf Tang, Teng Fong (2015) Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system. Masters thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=96014
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
English
topic T Technology (General)
TJ Mechanical engineering and machinery
spellingShingle T Technology (General)
TJ Mechanical engineering and machinery
Tang, Teng Fong
Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
description Design of controllers for non-linear systems has long drawn the attention of researchers especially in the fields of robotics, aerospace engineering and marine engineering. A classic example of a non-linear under-actuated control system is the balance control for a rotary inverted pendulum. Basically, the control approach for such system focusses on torque control of the servo-motor for the purpose of rotating the arm and stabilising the pendulum in its upright position at the shortest possible time. The aim of this research is to supplement and further enhance the control performance of a linear quadratic regulator (LQR) controller with focus on reduced response time and degree of oscillation of the pendulum with added robustness against input disturbance applied to the pendulum position and voltage to the motor. Initially, this thesis comprehensively analysed the LQR controller parameters based on minimal balance time of the pendulum. The LQR controller by itself produced high degree of oscillations, long balance time and poor robustness against input disturbance. As an enhancement over this approach, an adjustable gain was added to the existing LQR control structure. The results showed that for a 30° balancing control, the LQR controller with adjustable gain managed to reduce as much as 70% in the balance time and 98% in the degree of oscillation, while improved its robustness by producing faster balance time and lower oscillation upon excitation by input disturbance forces. In conclusion, the LQR controller with adjustable gain has significantly improved the control performance of the rotary inverted pendulum system.
format Thesis
author Tang, Teng Fong
author_facet Tang, Teng Fong
author_sort Tang, Teng Fong
title Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
title_short Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
title_full Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
title_fullStr Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
title_full_unstemmed Design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
title_sort design of linear quadratic regulator controller with adjustable gain function for rotary inverted pendulum system
publishDate 2015
url http://eprints.utem.edu.my/id/eprint/16811/1/Design%20Of%20Linear%20Quadratic%20Regulator%20Controller%20With%20Adjustable%20Gain%20Function%20For%20Rotary%20Inverted%20Pendulum%20System.pdf
http://eprints.utem.edu.my/id/eprint/16811/2/Design%20of%20linear%20quadratic%20regulator%20controller%20with%20adjustable%20gain%20function%20for%20rotary%20inverted%20pendulum%20system.pdf
http://eprints.utem.edu.my/id/eprint/16811/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=96014
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score 13.160551