Universiti Teknologi Malaysia Institutional Repository

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

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

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Abstract

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.

Item Type:Book Section
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:16250
Deposited By: Liza Porijo
Deposited On:21 Oct 2011 09:36
Last Modified:21 Oct 2011 09:36

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