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Bearing Remaining Useful Life Prediction Based on a Scaled Health Indicator and a LSTM Model with Attention Mechanism

Rotor systems are of considerable importance in most modern industrial machinery, and the evaluation of the working conditions and longevity of their core component—the rolling bearing—has gained considerable research interest. In this study, a scale-normalized bearing health indicator based on the...

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Principais autores: Songhao Gao, Xin Xiong, Yanfei Zhou, Jiashuo Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-10-01
coleção:Machines
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Acesso em linha:https://www.mdpi.com/2075-1702/9/10/238
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