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Fault Diagnosis of Rolling Bearing Based on HPSO Algorithm Optimized CNN-LSTM Neural Network

The quality of rolling bearings is vital for the working state and rotation accuracy of the shaft. Timely and accurately acquiring bearing status and early fault diagnosis can effectively prevent losses, making it highly practical. To improve the accuracy of bearing fault diagnosis, this paper propo...

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Detalles Bibliográficos
Autores principales: Tian, He, Fan, Huaicong, Feng, Mingwen, Cao, Ranran, Li, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385623/
https://www.ncbi.nlm.nih.gov/pubmed/37514802
http://dx.doi.org/10.3390/s23146508