Remaining Useful Life Prediction for Circuit Breaker Based on Opening-Related Vibration Signal and SA-CNN-GRU

In order to realize the prediction of the remaining useful life (RUL) of the low-voltage conventional circuit breaker mechanical system in the whole life cycle, a prediction method based on opening-related vibration signal and stage attention hybrid neural network is proposed. The opening vibration...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE sensors journal 2022-12, Vol.22 (23), p.23009-23022
Hauptverfasser:	Sun, Shuguang, Wei, Shuo, Wang, Jingqin, Shao, Xu, Liu, Jinfa, Gao, Hui
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Circuit breakers Complex systems Conventional circuit breaker Convolutional neural networks Degradation hybrid prediction model Integrated circuit modeling Life prediction Mechanical systems Neural networks opening-related vibration signal Predictive models remaining useful life (RUL) stage attention mechanism (SA) Useful life variational mode decomposition (VMD) Vibration Vibrations
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!