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An Anti-Noise Convolutional Neural Network for Bearing Fault Diagnosis Based on Multi-Channel Data

In real world industrial applications, the working environment of a bearing varies with time, and some unexpected vibration noises from other equipment are inevitable. In order to improve the anti-noise performance of neural networks, a new prediction model and a multi-channel sample generation meth...

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Autors principals: Wei-Tao Zhang, Lu Liu, Dan Cui, Yu-Ying Ma, Ju Huang
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2023-07-01
Col·lecció:Sensors
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Accés en línia:https://www.mdpi.com/1424-8220/23/15/6654
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