Control of inverted pendulum-cart system based on fuzzy logic approach

This project involves the design of software simulation to make the inverted pendulum to remain upright. The pendulum will depend on the cart so that it can oscillate in a clockwise and counter clockwise direction. Next the cart will be able to move along a straight line along the direction in which...

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Main Author: Hashim, Hasrulnizam
Format: Thesis
Language:English
Published: 2013
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Online Access:http://eprints.utm.my/id/eprint/36742/5/HasrulnizamHashimMFKE2013.pdf
http://eprints.utm.my/id/eprint/36742/
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spelling my.utm.367422017-07-13T06:52:34Z http://eprints.utm.my/id/eprint/36742/ Control of inverted pendulum-cart system based on fuzzy logic approach Hashim, Hasrulnizam TK Electrical engineering. Electronics Nuclear engineering This project involves the design of software simulation to make the inverted pendulum to remain upright. The pendulum will depend on the cart so that it can oscillate in a clockwise and counter clockwise direction. Next the cart will be able to move along a straight line along the direction in which the pendulum swings. With the dynamic that drive the cart’s motor along the track as the motion of the pendulum, the pendulum is actually will be prevented from falling from an upright position. Inverted pendulum control problem in this way is a classic way for the control system, because the system is inherently unstable. The pendulum will not remain upright without external force. This type of system is also very difficult to control manually, and thus it is requires the use of electronic controls. In this project, the control algorithms used are the fuzzy logic and PID which is an AI controller and classical controller respectively. Both algorithms will be implemented digitally using MATLAB Simulink software. Finally, this project will demonstrate the effectiveness of control system to stabilize the inverted pendulum quickly, and it will also show the stability control system to unexpected interruptions or disturbances. 2013-06 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/36742/5/HasrulnizamHashimMFKE2013.pdf Hashim, Hasrulnizam (2013) Control of inverted pendulum-cart system based on fuzzy logic approach. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
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/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Hashim, Hasrulnizam
Control of inverted pendulum-cart system based on fuzzy logic approach
description This project involves the design of software simulation to make the inverted pendulum to remain upright. The pendulum will depend on the cart so that it can oscillate in a clockwise and counter clockwise direction. Next the cart will be able to move along a straight line along the direction in which the pendulum swings. With the dynamic that drive the cart’s motor along the track as the motion of the pendulum, the pendulum is actually will be prevented from falling from an upright position. Inverted pendulum control problem in this way is a classic way for the control system, because the system is inherently unstable. The pendulum will not remain upright without external force. This type of system is also very difficult to control manually, and thus it is requires the use of electronic controls. In this project, the control algorithms used are the fuzzy logic and PID which is an AI controller and classical controller respectively. Both algorithms will be implemented digitally using MATLAB Simulink software. Finally, this project will demonstrate the effectiveness of control system to stabilize the inverted pendulum quickly, and it will also show the stability control system to unexpected interruptions or disturbances.
format Thesis
author Hashim, Hasrulnizam
author_facet Hashim, Hasrulnizam
author_sort Hashim, Hasrulnizam
title Control of inverted pendulum-cart system based on fuzzy logic approach
title_short Control of inverted pendulum-cart system based on fuzzy logic approach
title_full Control of inverted pendulum-cart system based on fuzzy logic approach
title_fullStr Control of inverted pendulum-cart system based on fuzzy logic approach
title_full_unstemmed Control of inverted pendulum-cart system based on fuzzy logic approach
title_sort control of inverted pendulum-cart system based on fuzzy logic approach
publishDate 2013
url http://eprints.utm.my/id/eprint/36742/5/HasrulnizamHashimMFKE2013.pdf
http://eprints.utm.my/id/eprint/36742/
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score 13.160551