Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images

IEEE Transactions on Industrial Informatics - Tập 17 Số 5 - Trang 3488-3496 - 2021
Haidong Shao1, Min Xia2, Guangjie Han3, Yu Zhang4, Jiafu Wan5
1State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China
2Department of Engineering, Lancaster University, Lancaster, U.K.
3Key Laboratory for Ubiquitous Network and Service Software of Liaoning province, School of Software, Dalian University of Technology, Nanjing, China
4[Department of Aeronautical and Automotive Engineering, Loughborough University, Loughborough, U.K]
5School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China

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10.1109/IECON.2017.8217062

10.1109/TIE.2017.2752151

10.1109/TII.2018.2793246

10.1109/TSMC.2017.2746762

10.1109/TII.2020.2967822

10.1109/TIE.2017.2767540

10.1109/TIE.2019.2902817

10.1109/ACCESS.2019.2893331

10.1109/TII.2018.2816925

10.1016/j.ymssp.2013.02.001

10.1109/TII.2020.2973231

zeiler, 2013, Stochastic pooling for regularization of deep convolutional neural networks, Proc 1st Int Conf Learn Representations, 1

10.1016/j.ymssp.2015.05.006

10.1109/ACCESS.2019.2926234

10.1016/j.ymssp.2015.11.013

10.1109/TIE.2016.2520905

maas, 2013, Rectifier nonlinearities improve neural network acoustic models, Proc 30th Int Conf Mach Learn, 1

10.1109/TII.2018.2875956

10.1109/TII.2019.2941486

10.1109/TII.2018.2868687

10.1109/TIE.2017.2745473

10.1109/TII.2019.2943898

10.1109/TIE.2019.2941172

10.1109/TMECH.2017.2722479

10.1016/j.applthermaleng.2019.114410

10.1109/TII.2018.2873175

10.1109/TII.2018.2864759

10.1016/j.ymssp.2018.12.051

10.1109/TII.2019.2917233

10.1109/TII.2018.2881543