Fault Diagnosis Method for Planetary Gearboxes Based on SIFT-BoW and IResNext

Author:

Wang Zebing1ORCID,Gao Lele2ORCID,Cui Baozhen2ORCID,Wang Haonan2ORCID

Affiliation:

1. School of Mathematics, North University of China, Taiyuan, China

2. School of Mechanical Engineering, North University of China, Taiyuan, China

Funder

National Natural Science Foundation of China

Provincial Key Research and Development Program

Shanxi Key Laboratory of Advanced Manufacturing Technology, North University of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference30 articles.

1. Fault feature extraction of the planet gear based on windowed vibration separation and variational mode decomposition;Long;J. Electron. Meas. Instrum.,2019

2. Dynamic modeling of gearbox faults: A review

3. Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

4. The status quo of computer image recognition technology and suggestions for improvement;Huang;Electron. Technol. Softw. Engineering,2019

5. A systematic review of deep transfer learning for machinery fault diagnosis

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