Robust fault diagnosis of a high-voltage circuit breaker via an ensemble echo state network with evidence fusion

Robust fault diagnosis of a high-voltage circuit breaker via an ensemble echo state network with evidence fusion

Abstract Reliable mechanical fault diagnosis of high-voltage circuit breakers is important to ensure the safety of electric power systems. Recent fault diagnosis approaches are mostly based on a single classifier whose performance relies heavily on expert prior knowledge. In this study, we propose a...

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Bibliographic Details
Main Authors: Xiaofeng Li, Xiaoying Zheng, Tao Zhang, Wenyong Guo, Zhou Wu
Format: Article
Language:English
Published: Springer 2023-04-01
Series:Complex & Intelligent Systems
Subjects:
High-voltage circuit breaker
Mechanical fault diagnosis
Ensemble classifier
Dempster–Shafer evidence theory
Online Access:https://doi.org/10.1007/s40747-023-01025-3

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