Modelling and control of inverted pendulum on the rotating disc

This research work studies about modelling and control of inverted pendulum on the rotating disc by using classical, modern, and intelligent control techniques. In this study, the classical control techniques use proportional-plus-derivative (PD) and proportionalplus- integral (PI) controllers, the...

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Main Author: Mohd Amin, Nur Huda
Format: Thesis
Language:English
English
Published: 2014
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/14918/1/Modelling%20And%20Control%20Of%20Inverted%20Pendulum%20On%20The%20Rotating%20Disc%2024pages.pdf
http://eprints.utem.edu.my/id/eprint/14918/2/Modelling%20and%20control%20of%20inverted%20pendulum%20on%20the%20rotating%20disc.pdf
http://eprints.utem.edu.my/id/eprint/14918/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=92143
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spelling my.utem.eprints.149182022-04-14T15:18:17Z http://eprints.utem.edu.my/id/eprint/14918/ Modelling and control of inverted pendulum on the rotating disc Mohd Amin, Nur Huda TJ Mechanical engineering and machinery This research work studies about modelling and control of inverted pendulum on the rotating disc by using classical, modern, and intelligent control techniques. In this study, the classical control techniques use proportional-plus-derivative (PD) and proportionalplus- integral (PI) controllers, the modern control techniques that use Linear Quadratic Regulator controller (LQR), and intelligent control technique that use Fuzzy Logic (FL) controller. The main goal of this study is to model and control the dynamic modelling of the inverted pendulum on the rotating by using the above-mentioned control techniques. Among the problems identified for this project are balancing inverted pendulum on the rotating disc with the presence disturbance and establishing stability for a dynamical inverted pendulum on the rotating disc. The practical results in controlling the inverted pendulum and eliminating the disturbance are obtained via the following techniques: the MATLAB root locus for the PD and PI controllers; the optimal control for LQR controller; and the fuzzification and the defuzzification for the FL controller as a perspicuous view of its transient response stability. In the transient response, the balancing and stability of the inverted pendulum on the rotating disc are affected by the presence of the disturbances. The presence of the disturbance that is controlled by LQR controller shows the condition to the inverted pendulum on the rotating disc. Moreover, from the results obtained, it is found to be asymptotically stable by Lyapunov’s stability analysis. The mathematical model of the inverted pendulum on the rotating disc has been developed and the output response with disturbances show LQR controller have achieved good performance compared to PD, PI and FL controllers. This study applicable for the robot cycling transportation that delivers goods for customers. 2014 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/14918/1/Modelling%20And%20Control%20Of%20Inverted%20Pendulum%20On%20The%20Rotating%20Disc%2024pages.pdf text en http://eprints.utem.edu.my/id/eprint/14918/2/Modelling%20and%20control%20of%20inverted%20pendulum%20on%20the%20rotating%20disc.pdf Mohd Amin, Nur Huda (2014) Modelling and control of inverted pendulum on the rotating disc. Masters thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=92143
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 TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Mohd Amin, Nur Huda
Modelling and control of inverted pendulum on the rotating disc
description This research work studies about modelling and control of inverted pendulum on the rotating disc by using classical, modern, and intelligent control techniques. In this study, the classical control techniques use proportional-plus-derivative (PD) and proportionalplus- integral (PI) controllers, the modern control techniques that use Linear Quadratic Regulator controller (LQR), and intelligent control technique that use Fuzzy Logic (FL) controller. The main goal of this study is to model and control the dynamic modelling of the inverted pendulum on the rotating by using the above-mentioned control techniques. Among the problems identified for this project are balancing inverted pendulum on the rotating disc with the presence disturbance and establishing stability for a dynamical inverted pendulum on the rotating disc. The practical results in controlling the inverted pendulum and eliminating the disturbance are obtained via the following techniques: the MATLAB root locus for the PD and PI controllers; the optimal control for LQR controller; and the fuzzification and the defuzzification for the FL controller as a perspicuous view of its transient response stability. In the transient response, the balancing and stability of the inverted pendulum on the rotating disc are affected by the presence of the disturbances. The presence of the disturbance that is controlled by LQR controller shows the condition to the inverted pendulum on the rotating disc. Moreover, from the results obtained, it is found to be asymptotically stable by Lyapunov’s stability analysis. The mathematical model of the inverted pendulum on the rotating disc has been developed and the output response with disturbances show LQR controller have achieved good performance compared to PD, PI and FL controllers. This study applicable for the robot cycling transportation that delivers goods for customers.
format Thesis
author Mohd Amin, Nur Huda
author_facet Mohd Amin, Nur Huda
author_sort Mohd Amin, Nur Huda
title Modelling and control of inverted pendulum on the rotating disc
title_short Modelling and control of inverted pendulum on the rotating disc
title_full Modelling and control of inverted pendulum on the rotating disc
title_fullStr Modelling and control of inverted pendulum on the rotating disc
title_full_unstemmed Modelling and control of inverted pendulum on the rotating disc
title_sort modelling and control of inverted pendulum on the rotating disc
publishDate 2014
url http://eprints.utem.edu.my/id/eprint/14918/1/Modelling%20And%20Control%20Of%20Inverted%20Pendulum%20On%20The%20Rotating%20Disc%2024pages.pdf
http://eprints.utem.edu.my/id/eprint/14918/2/Modelling%20and%20control%20of%20inverted%20pendulum%20on%20the%20rotating%20disc.pdf
http://eprints.utem.edu.my/id/eprint/14918/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=92143
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score 13.159267