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Transformer winding faults classification based on transfer function analysis by support vector machine

โœ Scribed by Bigdeli, M.; Vakilian, M.; Rahimpour, E.

Book ID
115524637
Publisher
The Institution of Engineering and Technology
Year
2012
Tongue
English
Weight
306 KB
Volume
6
Category
Article
ISSN
1751-8660

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โœ Xianlun Tang; Ling Zhuang; Jun Cai; Changbing Li ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 263 KB

A novel method of training support vector machine (SVM) by using chaos particle swarm optimization (CPSO) is proposed. A multi-fault classification model based on the SVM trained by CPSO is established and applied to the fault diagnosis of rotating machines. The results show that the method of train