Fault Diagnosis Method of Intelligent Substation Protection System Based on Gradient Boosting Decision Tree

Fault Diagnosis Method of Intelligent Substation Protection System Based on Gradient Boosting Decision Tree

In order to improve the efficiency of the devices’ fault diagnosis of the protection systems of intelligent substation, a fault diagnosis method based on a gradient boosting decision tree (GBDT) was proposed. Using the integrated alarm information, the device self-checking information, the link info...

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Hlavní autoři: Wei Ding, Qing Chen, Yuzhan Dong, Ning Shao
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2022-09-01
Edice:Applied Sciences
Témata:
protection system
fault diagnosis
complex faults
GBDT
On-line přístup:https://www.mdpi.com/2076-3417/12/18/8989

Internet

https://www.mdpi.com/2076-3417/12/18/8989

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