Fault Diagnosis Method of Box-Type Substation Based on Improved Conditional Tabular Generative Adversarial Network and AlexNet

Fault Diagnosis Method of Box-Type Substation Based on Improved Conditional Tabular Generative Adversarial Network and AlexNet

To solve the problem of low diagnostic accuracy caused by the scarcity of fault samples and class imbalance in the fault diagnosis task of box-type substations, a fault diagnosis method based on self-attention improvement of conditional tabular generative adversarial network (CTGAN) and AlexNet was...

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Bibliographic Details
Main Authors: Yong Liu, Jialin Zhou, Dong Zhang, Shaoyu Wei, Mingshun Yang, Xinqin Gao
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Applied Sciences
Subjects:
box-type substation
generative adversarial networks
self-attention mechanism
fault diagnosis
Online Access:https://www.mdpi.com/2076-3417/14/7/3112

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https://www.mdpi.com/2076-3417/14/7/3112

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