Neural network controller for DC motor using MATLAB application

The purpose of this study is to control the speed of direct current (DC) motor with Artificial Neural Network (ANN) controller using MATLAB application. The Artificial Neural Network Controller will be design and must be tune, so the comparison between simulation result and experimental result can b...

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Main Author:	Norazlina, Ab. Rahman
Format:	Undergraduates Project Papers
Language:	English
Published:	2008
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/364/ http://umpir.ump.edu.my/id/eprint/364/ http://umpir.ump.edu.my/id/eprint/364/1/FULL_THESIS.pdf

id	ump-364
recordtype	eprints
spelling	ump-3642015-03-03T06:16:47Z http://umpir.ump.edu.my/id/eprint/364/ Neural network controller for DC motor using MATLAB application Norazlina, Ab. Rahman TK Electrical engineering. Electronics Nuclear engineering The purpose of this study is to control the speed of direct current (DC) motor with Artificial Neural Network (ANN) controller using MATLAB application. The Artificial Neural Network Controller will be design and must be tune, so the comparison between simulation result and experimental result can be made. The scopes includes the simulation and modeling of direct current (DC) motor, implementation of Artificial Neural Network Controller into actual DC motor and comparison of MATLAB simulation result with the experimental result. This research was about introducing the new ability of in estimating speed and controlling the permanent magnet direct current (PMDC) motor. In this project, ANN Controller will be used to control the speed of DC motor. The ANN Controller will be programmed to control the speed of DC motor at certain speed level. The data from ANN Controller is sent to the DC motor through an interface circuit or a medium called DAQ card. The sensor will be used to detect the speed of motor. Then, the result from sensor is fed back to ANN Controller to find the comparison between the desired output and measured output. 2008-11 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/364/1/FULL_THESIS.pdf Norazlina, Ab. Rahman (2008) Neural network controller for DC motor using MATLAB application. Faculty of Electrical & Electronic Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:38362&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Norazlina, Ab. Rahman Neural network controller for DC motor using MATLAB application
description	The purpose of this study is to control the speed of direct current (DC) motor with Artificial Neural Network (ANN) controller using MATLAB application. The Artificial Neural Network Controller will be design and must be tune, so the comparison between simulation result and experimental result can be made. The scopes includes the simulation and modeling of direct current (DC) motor, implementation of Artificial Neural Network Controller into actual DC motor and comparison of MATLAB simulation result with the experimental result. This research was about introducing the new ability of in estimating speed and controlling the permanent magnet direct current (PMDC) motor. In this project, ANN Controller will be used to control the speed of DC motor. The ANN Controller will be programmed to control the speed of DC motor at certain speed level. The data from ANN Controller is sent to the DC motor through an interface circuit or a medium called DAQ card. The sensor will be used to detect the speed of motor. Then, the result from sensor is fed back to ANN Controller to find the comparison between the desired output and measured output.
format	Undergraduates Project Papers
author	Norazlina, Ab. Rahman
author_facet	Norazlina, Ab. Rahman
author_sort	Norazlina, Ab. Rahman
title	Neural network controller for DC motor using MATLAB application
title_short	Neural network controller for DC motor using MATLAB application
title_full	Neural network controller for DC motor using MATLAB application
title_fullStr	Neural network controller for DC motor using MATLAB application
title_full_unstemmed	Neural network controller for DC motor using MATLAB application
title_sort	neural network controller for dc motor using matlab application
publishDate	2008
url	http://umpir.ump.edu.my/id/eprint/364/ http://umpir.ump.edu.my/id/eprint/364/ http://umpir.ump.edu.my/id/eprint/364/1/FULL_THESIS.pdf
first_indexed	2023-09-18T21:52:29Z
last_indexed	2023-09-18T21:52:29Z
_version_	1777413861743263744

Neural network controller for DC motor using MATLAB application

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