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Condition monitoring of induction motors: A review and an application of an ensemble of hybrid intelligent models.

Authors :
Seera, Manjeevan
Lim, Chee Peng
Nahavandi, Saeid
Loo, Chu Kiong
Source :
Expert Systems with Applications. Aug2014, Vol. 41 Issue 10, p4891-4903. 13p.
Publication Year :
2014

Abstract

Highlights: [•] An ensemble of hybrid intelligent models is applied to condition monitoring tasks. [•] A review on condition monitoring of induction motors is presented. [•] The proposed model is able to learn incrementally and explain its predictions. [•] The results ascertain the usefulness of the model for condition monitoring tasks. [•] The knowledge base is presented as a decision tree for interpretation by users. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
41
Issue :
10
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
95500409
Full Text :
https://doi.org/10.1016/j.eswa.2014.02.028