Application of Data Driven Method Combining LBP with RANet in Rolling Bearing Fault Diagnosis

• Published in: Chinese Control and Decision Conference pp. 676 - 681
• Main Authors: Duo, Qu, Kai, Wang, Yan, Li, Bo, Gao, Shijie, Shan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.05.2023
• Subjects: Adaptation models; Computational modeling; Data driven; Fault diagnosis; LBP; Neural networks; RANet; Rolling bearings; Training; Transforms

Rolling bearing is the core part of rotating machinery, its health affects the daily operation and maintenance of mechanical equipment directly. In the actual working condition, the detected fault signal is often accompanied by excessive background noise, therefore, in order to enhance the fault dia...