A Method of Bearing Fault Diagnosis Based on Transfer Learning Without Parameter

Author:

Ge Yang,Qin Jiancong,Ding Jianxin

Publisher

Springer Singapore

Reference10 articles.

1. Ren, H., Liu, W.Y., Shan, M.C., Wang, X.: A new wind turbine health condition monitoring method based on VMD-MPE and feature-based transfer learning. Measurement 148, 8 (2019)

2. Yang, Z.C., Shen, Y., Zhou, R.F., Yang, F., Wan, Z.L., Zhou, Z.Q.: A transfer learning fault diagnosis model of distribution transformer considering multi-factor situation evolution. IEEJ Trans. Electr. Electron. Eng. 15, 30–39 (2020)

3. Xiao, D.Y., Huang, Y.X., Qin, C.J., Liu, Z.Y., Li, Y.M., Liu, C.L.: Transfer learning with convolutional neural networks for small sample size problem in machinery fault diagnosis. Proc. Inst. Mech. Eng. Part C J Eng. Mech. Eng. Sci. 233(14), 5131–5143 (2019)

4. Cao, N., Jiang, Z.N., Gao, J.J., Cui, B.: Bearing state recognition method based on transfer learning under different working conditions. Sensors 20(1), 12 (2020)

5. Che, C.C., Wang, H.W., Fu, Q., Ni, X.M.: Deep transfer learning for rolling bearing fault diagnosis under variable operating conditions. Adv. Mech. Eng. 11(12), 11 (2019)

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