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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Wei Ding, Qing Chen, Yuzhan Dong, Ning Shao
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: MDPI AG 2022-09-01
Σειρά:Applied Sciences
Θέματα:
protection system
fault diagnosis
complex faults
GBDT
Διαθέσιμο Online:https://www.mdpi.com/2076-3417/12/18/8989

Διαδίκτυο

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

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