Simulation for position control of DC motor using fuzzy logic controller

The purpose of this project is to control the position of DC Motor by using Fuzzy Logic Controller (FLC) with MATLAB application. The scopes includes the simulation and modelling of DC motor, fuzzy controller and conventional PID controller as benchmark to the performance of fuzzy system. The...

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Main Author: Ali, Nur Illyana
Format: Thesis
Language:English
English
Published: 2013
Subjects:
Online Access:http://eprints.uthm.edu.my/2045/1/24p%20NUR%20ILLYANA%20ALI.pdf
http://eprints.uthm.edu.my/2045/2/NUR%20ILLYANA%20ALI%20WATERMARK.pdf
http://eprints.uthm.edu.my/2045/
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spelling my.uthm.eprints.20452021-10-31T03:08:13Z http://eprints.uthm.edu.my/2045/ Simulation for position control of DC motor using fuzzy logic controller Ali, Nur Illyana TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics The purpose of this project is to control the position of DC Motor by using Fuzzy Logic Controller (FLC) with MATLAB application. The scopes includes the simulation and modelling of DC motor, fuzzy controller and conventional PID controller as benchmark to the performance of fuzzy system. The position control is an adaptation of Closed Circuit Television (CCTV) system. Fuzzy Logic control can play important role because knowledge based design rules can be easily implemented in the system with unknown structure and it is going to be popular since the control design strategy is simple and practical. This make FLC an alternative method to the conventional PID control method used in nonlinear industrial system. The results obtained from FLC are compared with PID control for the dynamic response of the closed loop system. Parameters such as peak position in degree, settling time in second and maximum overshoot in percent will be part of the simulation result. Overall performance show that FLC perform better than PID controller. 2013-07 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/2045/1/24p%20NUR%20ILLYANA%20ALI.pdf text en http://eprints.uthm.edu.my/2045/2/NUR%20ILLYANA%20ALI%20WATERMARK.pdf Ali, Nur Illyana (2013) Simulation for position control of DC motor using fuzzy logic controller. Masters thesis, Universiti Tun Hussein Onn Malaysia.
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
TK7800-8360 Electronics
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
TK7800-8360 Electronics
Ali, Nur Illyana
Simulation for position control of DC motor using fuzzy logic controller
description The purpose of this project is to control the position of DC Motor by using Fuzzy Logic Controller (FLC) with MATLAB application. The scopes includes the simulation and modelling of DC motor, fuzzy controller and conventional PID controller as benchmark to the performance of fuzzy system. The position control is an adaptation of Closed Circuit Television (CCTV) system. Fuzzy Logic control can play important role because knowledge based design rules can be easily implemented in the system with unknown structure and it is going to be popular since the control design strategy is simple and practical. This make FLC an alternative method to the conventional PID control method used in nonlinear industrial system. The results obtained from FLC are compared with PID control for the dynamic response of the closed loop system. Parameters such as peak position in degree, settling time in second and maximum overshoot in percent will be part of the simulation result. Overall performance show that FLC perform better than PID controller.
format Thesis
author Ali, Nur Illyana
author_facet Ali, Nur Illyana
author_sort Ali, Nur Illyana
title Simulation for position control of DC motor using fuzzy logic controller
title_short Simulation for position control of DC motor using fuzzy logic controller
title_full Simulation for position control of DC motor using fuzzy logic controller
title_fullStr Simulation for position control of DC motor using fuzzy logic controller
title_full_unstemmed Simulation for position control of DC motor using fuzzy logic controller
title_sort simulation for position control of dc motor using fuzzy logic controller
publishDate 2013
url http://eprints.uthm.edu.my/2045/1/24p%20NUR%20ILLYANA%20ALI.pdf
http://eprints.uthm.edu.my/2045/2/NUR%20ILLYANA%20ALI%20WATERMARK.pdf
http://eprints.uthm.edu.my/2045/
_version_ 1738580938898538496
score 13.15806