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15 - General Engineering

University of Huddersfield

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Output 18 of 121 in the submission

Article title

An Application to Transient Current Signal based Induction Motor Fault Diagnosis of Fourier-Bessel Expansion and Simplified Fuzzy ARTMAP

Type

D - Journal article

DOI

10.1016/j.eswa.2013.03.040

Title of journal

Expert Systems With Applications

Article number

Volume number

Issue number

First page of article

5372

ISSN of journal

0957-4174

Year of publication

2013

URL

http://dx.doi.org/10.1016/j.eswa.2013.03.040

Number of additional authors

Additional information

This work proposes a new data driven-based framework for induction motor fault diagnosis using the current signal during start-up. The propsed framework consists of sequential stages for signal processing, feature representation and reduction, and classification. The single-frequency components in the transient signal are isolated based on the Fourier-Bessel expansion so that the components characterizing the fault patterns accurately are chosen.

Interdisciplinary

Cross-referral requested

Research group

None

Proposed double-weighted

Double-weighted statement

Reserve for a double-weighted output

Non-English

English abstract