SKND-TSACNN: A novel time-scale adaptive CNN framework for fault diagnosis of rotating machinery

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

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A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

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Computing, Computer Science, Manufacturing Engineering +17

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Sensors · 2017 · 1.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

Wěi Zhāng, Chuanhao Li, Gaoliang Peng et al. · Mechanical Systems and Signal Processing · 2017 · 1.3K citations

Computing, Computer Science, Computer Vision +15

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