A novel multi-scale convolution model based on multi-dilation rates and multi-attention mechanism for mechanical fault diagnosis

Deep learning and its applications to machine health monitoring

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Computing, Computer Science, Data Science +14

Support vector machine in machine condition monitoring and fault diagnosis

Achmad Widodo, Bo‐Suk Yang · Mechanical Systems and Signal Processing · 2007 · 1.6K citations

Computing, Computer Engineering, Computer Science +16

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Türker İnce, Serkan Kıranyaz, Levent Eren et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.4K citations

Computing, Computer Science, Mechatronics Engineering +17

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

Rui Zhao, Dongzhe Wang, Kezhi Mao et al. · IEEE Transactions on Industrial Electronics · 2017 · 874 citations

Computing, Computer Science, Feature Engineering +16

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

Guoqian Jiang, Haibo He, Jun Yan et al. · IEEE Transactions on Industrial Electronics · 2018 · 866 citations · Full text

Computing, Computer Science, Feature Engineering +16