An auto-tuning algorithm for the IRBF network of brushless DC motor

Siu Lau Ho; M. R. Fei; Ka Wai Eric Cheng; H. C. Wong

doi:10.1109/TMAG.2004.824802

An auto-tuning algorithm for the IRBF network of brushless DC motor

Siu Lau Ho, M. R. Fei, Ka Wai Eric Cheng, H. C. Wong

Research output: Journal article publication › Journal article › Academic research › peer-review

4 Citations (Scopus)

Abstract

The integrated radial basis function (IRBF) network has been reported as an efficient algorithm to study the performance of brushless dc motors. However, such an algorithm cannot be implemented readily since it is difficult to auto-tune or even to find the undetermined coefficients in the integrated RBF network. In this paper, a novel auto-tuning algorithm that can effectively guarantee the automatic implementation of the integrated RBF network of a brushless dc motor is reported.

Original language	English
Pages (from-to)	1168-1171
Number of pages	4
Journal	IEEE Transactions on Magnetics
Volume	40
Issue number	2 II
DOIs	https://doi.org/10.1109/TMAG.2004.824802
Publication status	Published - 1 Mar 2004

Keywords

Auto-tuning
Brushless dc motor
Finite element
Integrated radial basis function (IRBF) neural network

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Electrical and Electronic Engineering

More information

10.1109/TMAG.2004.824802

Cite this

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abstract = "The integrated radial basis function (IRBF) network has been reported as an efficient algorithm to study the performance of brushless dc motors. However, such an algorithm cannot be implemented readily since it is difficult to auto-tune or even to find the undetermined coefficients in the integrated RBF network. In this paper, a novel auto-tuning algorithm that can effectively guarantee the automatic implementation of the integrated RBF network of a brushless dc motor is reported.",

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AU - Wong, H. C.

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Y1 - 2004/3/1

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KW - Auto-tuning

KW - Brushless dc motor

KW - Finite element

KW - Integrated radial basis function (IRBF) neural network

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JF - IEEE Transactions on Magnetics

SN - 0018-9464

IS - 2 II

ER -

An auto-tuning algorithm for the IRBF network of brushless DC motor

Abstract

Keywords

ASJC Scopus subject areas

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