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A Deep Learning Model with Signal Decomposition and Informer Network for Equipment Vibration Trend Prediction

Accurate equipment operation trend prediction plays an important role in ensuring the safe operation of equipment and reducing maintenance costs. Therefore, monitoring the equipment vibration and predicting the time series of the vibration trend is one of the effective means to prevent equipment fai...

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Detalles Bibliográficos
Autores principales: Wang, Huiyun, Guo, Maozu, Tian, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346522/
https://www.ncbi.nlm.nih.gov/pubmed/37447674
http://dx.doi.org/10.3390/s23135819