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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מידע ביבליוגרפי
Main Authors: Wei Ding, Qing Chen, Yuzhan Dong, Ning Shao
פורמט: Article
שפה:English
יצא לאור: MDPI AG 2022-09-01
סדרה:Applied Sciences
נושאים:
protection system
fault diagnosis
complex faults
GBDT
גישה מקוונת:https://www.mdpi.com/2076-3417/12/18/8989

אינטרנט

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

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