Shallow machine learning fault diagnosis for industrial equipment based on vibration data

Author:

Wang Yunxia1,Sun Xiaolin1,Shi Yun1

Affiliation:

1. Nanjing Institute of Technology,School of Mechanical Engineering,Nanjing,211167,China

Funder

Nanjing Institute of Technology

Publisher

IEEE

Reference61 articles.

1. Industrial big data-driven fault prognostics and health management;Jin;Computer Integrated Manufacturing Systems,2021

2. Machine Learning Based Bearing Fault Diagnosis Using the Case Western Reserve University Data: A Review

3. Review on mechanical fault diagnosis methods based on machine learning theories;Xiao;Modern Manufacturing Engineering,2021

4. Deep Learning Based Industrial Equipment Prognostics and Health Management: a Review;Li;Journal of Vibration, Measurement & Diagnosis,2022

5. Rolling bearing fault diagnosis based on empirical mode decomposition and support vector machine;Xu;Control Theory & Applications,2019

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