Power Electric Transformer Fault Diagnosis Based on Infrared Thermal Images Using Wasserstein Generative Adversarial Networks and Deep Learning Classifier

The safety of electric power networks depends on the health of the transformer. However, once a variety of transformer failure occurs, it will not only reduce the reliability of the power system but also cause major accidents and huge economic losses. Until now, many diagnosis methods have been prop...

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Bibliographic Details
Main Authors: Kuo-Hao Fanchiang, Yen-Chih Huang, Cheng-Chien Kuo
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/10/1161