MDSC-FSPPA-LCFF network for diagnosis of rolling bearing with multipoint fault
Yuan Huang,
Changfeng Yan,
Bin Liu
et al.
Abstract:Faults that occur in rolling bearings during operation are complex and variable. While extensive research has been conducted on compound faults involving multiple components, studies on multiple faults in single component are relatively scarce. However, the occurrence of multiple faults in single component is a common phenomenon. To address the issues of difficulty in feature extraction, numerous network parameters, and slow computational speed, a multi-scale dynamic snake convolution with fast spatial pyramid… Show more
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