A Fast Classification Method of Faults in Power Electronic Circuits Based on Support Vector Machines

A Fast Classification Method of Faults in Power Electronic Circuits Based on Support Vector Machines

Fault detection and location are important and front-end tasks in assuring the reliability of power electronic circuits. In essence, both tasks can be considered as the classification problem. This paper presents a fast fault classification method for power electronic circuits by using the support v...

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Bibliographic Details
Main Authors: Cui Jiang, Shi Ge, Gong Chunying
Format: Article
Language:English
Published: Polish Academy of Sciences 2017-12-01
Series:Metrology and Measurement Systems
Subjects:
power electronics
fault diagnosis
wavelet transforms
support vector machines
directed acyclic graph
nearest neighbours
Online Access:http://www.degruyter.com/view/j/mms.2017.24.issue-4/mms-2017-0056/mms-2017-0056.xml?format=INT

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http://www.degruyter.com/view/j/mms.2017.24.issue-4/mms-2017-0056/mms-2017-0056.xml?format=INT

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