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Reliable fault diagnosis of bearings with varying rotational speeds using envelope spectrum and convolution neural networks

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Soft Computing 22 (20) 6719 (2018)
DOI: 10.1007/s00500-018-3256-0
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Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring

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IEEE Transactions on Industrial Electronics 66 (10) 8136 (2019)
DOI: 10.1109/TIE.2018.2886789
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Tool wear classification using time series imaging and deep learning

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The International Journal of Advanced Manufacturing Technology (2019)
DOI: 10.1007/s00170-019-04090-6
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Fault diagnosis method for rolling element bearing with variable rotating speed using envelope order spectrum and convolutional neural network

Danchen Zhu, Yongxiang Zhang and Lei Zhao
Journal of Intelligent & Fuzzy Systems 37 (2) 3027 (2019)
DOI: 10.3233/JIFS-190101
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