Output details
15 - General Engineering
University of Huddersfield
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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
Title of journal
Expert Systems With Applications
Article number
-
Volume number
40
Issue number
13
First page of article
5372
ISSN of journal
0957-4174
Year of publication
2013
Number of additional authors
2
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
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
