Faults Classification Of Power Electronic Circuits Based On A Support Vector Data Description Method

Faults Classification Of Power Electronic Circuits Based On A Support Vector Data Description Method

Power electronic circuits (PECs) are prone to various failures, whose classification is of paramount importance. This paper presents a data-driven based fault diagnosis technique, which employs a support vector data description (SVDD) method to perform fault classification of PECs. In the presented...

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Bibliographic Details
Main Author: Cui Jiang
Format: Article
Language:English
Published: Polish Academy of Sciences 2015-06-01
Series:Metrology and Measurement Systems
Subjects:
power electronic circuit
fault classification
support vector data description
support vector machine
Online Access:http://www.degruyter.com/view/j/mms.2015.22.issue-2/mms-2015-0017/mms-2015-0017.xml?format=INT

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http://www.degruyter.com/view/j/mms.2015.22.issue-2/mms-2015-0017/mms-2015-0017.xml?format=INT

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