Identification of machine parameters in induction motor drive

Induction motors (IM) are the most widely used motors in industry because they are simple to build and rugged, reliable and have good self-starting capability. Due to their wide spread in industry, it is of great importance to devise a technique that can estimate different parameters of these motors...

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Main Author:	Chong, Jason Nao Chen
Format:	Undergraduates Project Papers
Language:	English
Published:	2010
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/2052/ http://umpir.ump.edu.my/id/eprint/2052/1/Jason_Nao_Chen_%28_CD_5347_%29.pdf

id	ump-2052
recordtype	eprints
spelling	ump-20522015-03-03T07:54:26Z http://umpir.ump.edu.my/id/eprint/2052/ Identification of machine parameters in induction motor drive Chong, Jason Nao Chen TK Electrical engineering. Electronics Nuclear engineering Induction motors (IM) are the most widely used motors in industry because they are simple to build and rugged, reliable and have good self-starting capability. Due to their wide spread in industry, it is of great importance to devise a technique that can estimate different parameters of these motors which cannot be measured directly for different reasons. Planners models based on the original manufacturers’ information may not be accurate enough after a few years’ operation. In other situations, some simple man-made systems deviate from its designed behavior due to aging, wearing out, or change in a system parameter that was assumed to be static. Induction motor parameters change with temperature, frequency, and saturation. This project basically is based on identifying the machine parameters of induction motor drive by using Matlab software and introducing of Artificial Intelligent(AI) method through it. The set of differential equation was produced and used to model the system. To solve the set of differential equation, the Newton Raphson method have been used. By running the simulation using the Artificial Intelligent(AI) method that have been created, the machine parameters of the induction motor can be determine. As the result of the machine parameters been determined, the condition of the induction motor itself can be observe whether it still on under stable condition or running with lower performance 2010-12 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/2052/1/Jason_Nao_Chen_%28_CD_5347_%29.pdf Chong, Jason Nao Chen (2010) Identification of machine parameters in induction motor drive. Faculty Of Electrical & Electronic Engineering, Universiti Malaysia Pahang.
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 Chong, Jason Nao Chen Identification of machine parameters in induction motor drive
description	Induction motors (IM) are the most widely used motors in industry because they are simple to build and rugged, reliable and have good self-starting capability. Due to their wide spread in industry, it is of great importance to devise a technique that can estimate different parameters of these motors which cannot be measured directly for different reasons. Planners models based on the original manufacturers’ information may not be accurate enough after a few years’ operation. In other situations, some simple man-made systems deviate from its designed behavior due to aging, wearing out, or change in a system parameter that was assumed to be static. Induction motor parameters change with temperature, frequency, and saturation. This project basically is based on identifying the machine parameters of induction motor drive by using Matlab software and introducing of Artificial Intelligent(AI) method through it. The set of differential equation was produced and used to model the system. To solve the set of differential equation, the Newton Raphson method have been used. By running the simulation using the Artificial Intelligent(AI) method that have been created, the machine parameters of the induction motor can be determine. As the result of the machine parameters been determined, the condition of the induction motor itself can be observe whether it still on under stable condition or running with lower performance
format	Undergraduates Project Papers
author	Chong, Jason Nao Chen
author_facet	Chong, Jason Nao Chen
author_sort	Chong, Jason Nao Chen
title	Identification of machine parameters in induction motor drive
title_short	Identification of machine parameters in induction motor drive
title_full	Identification of machine parameters in induction motor drive
title_fullStr	Identification of machine parameters in induction motor drive
title_full_unstemmed	Identification of machine parameters in induction motor drive
title_sort	identification of machine parameters in induction motor drive
publishDate	2010
url	http://umpir.ump.edu.my/id/eprint/2052/ http://umpir.ump.edu.my/id/eprint/2052/1/Jason_Nao_Chen_%28_CD_5347_%29.pdf
first_indexed	2023-09-18T21:55:33Z
last_indexed	2023-09-18T21:55:33Z
_version_	1777414054667616256

Identification of machine parameters in induction motor drive

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