A new approach on optimising the speed sensorless of induction motor drives

The use of an Extended Kalman Filter (EKF) as an observer for a sensorless Induction Motor (IM) has been a longstanding issue. However, little attempt has been made to optimise the filter performance. This chapter proposes a Simulated Annealing algorithm to solve the tuning process of the EKF...

Full description

Saved in:

Bibliographic Details
Main Authors:	Buyamin, Salinda, Finch, John
Format:	Book Section
Language:	English
Published:	Penerbit UTM 2008
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/16250/1/A_new_approach_on_optimising_the_speed_sensorless_of_induction_motor_drives.pdf http://eprints.utm.my/id/eprint/16250/
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Universiti Teknologi Malaysia
Language:	English

id	my.utm.16250
record_format	eprints
spelling	my.utm.162502011-10-21T09:36:56Z http://eprints.utm.my/id/eprint/16250/ A new approach on optimising the speed sensorless of induction motor drives Buyamin, Salinda Finch, John TK Electrical engineering. Electronics Nuclear engineering The use of an Extended Kalman Filter (EKF) as an observer for a sensorless Induction Motor (IM) has been a longstanding issue. However, little attempt has been made to optimise the filter performance. This chapter proposes a Simulated Annealing algorithm to solve the tuning process of the EKF covariance matrices. The optimisation technique of EKF using Simulated Annealing is illustrated through simulation implementation by constant V/F control of an IM. The chapter concentrates on finding the setting of the EKF parameter and the performance is compared when using trial and error. Penerbit UTM 2008 Book Section PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/16250/1/A_new_approach_on_optimising_the_speed_sensorless_of_induction_motor_drives.pdf Buyamin, Salinda and Finch, John (2008) A new approach on optimising the speed sensorless of induction motor drives. In: Progress in Computation Intelligence in vitro and in silico. Penerbit UTM , Johor, pp. 132-156. ISBN 978-983-52-0651-1
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 Buyamin, Salinda Finch, John A new approach on optimising the speed sensorless of induction motor drives
description	The use of an Extended Kalman Filter (EKF) as an observer for a sensorless Induction Motor (IM) has been a longstanding issue. However, little attempt has been made to optimise the filter performance. This chapter proposes a Simulated Annealing algorithm to solve the tuning process of the EKF covariance matrices. The optimisation technique of EKF using Simulated Annealing is illustrated through simulation implementation by constant V/F control of an IM. The chapter concentrates on finding the setting of the EKF parameter and the performance is compared when using trial and error.
format	Book Section
author	Buyamin, Salinda Finch, John
author_facet	Buyamin, Salinda Finch, John
author_sort	Buyamin, Salinda
title	A new approach on optimising the speed sensorless of induction motor drives
title_short	A new approach on optimising the speed sensorless of induction motor drives
title_full	A new approach on optimising the speed sensorless of induction motor drives
title_fullStr	A new approach on optimising the speed sensorless of induction motor drives
title_full_unstemmed	A new approach on optimising the speed sensorless of induction motor drives
title_sort	new approach on optimising the speed sensorless of induction motor drives
publisher	Penerbit UTM
publishDate	2008
url	http://eprints.utm.my/id/eprint/16250/1/A_new_approach_on_optimising_the_speed_sensorless_of_induction_motor_drives.pdf http://eprints.utm.my/id/eprint/16250/
_version_	1643646506316595200

A new approach on optimising the speed sensorless of induction motor drives

Similar Items