A Lightweight Transformer With Strong Robustness Application in Portable Bearing Fault Diagnosis
Author:
Affiliation:
1. School of Automation Engineering, Northeast Electric Power University, Jilin, China
2. School of Automation, Southeast University, Nanjing, China
Funder
Science and Technology Development Plan of Jilin Province
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Instrumentation
Link
http://xplorestaging.ieee.org/ielx7/7361/10113769/10083053.pdf?arnumber=10083053
Reference32 articles.
1. An End-to-End Intelligent Fault Diagnosis Application for Rolling Bearing Based on MobileNet
2. HS-KDNet: A Lightweight Network Based on Hierarchical-Split Block and Knowledge Distillation for Fault Diagnosis With Extremely Imbalanced Data
3. Online Fault Diagnosis of Motor Bearing via Stochastic-Resonance-Based Adaptive Filter in an Embedded System
4. Lightweight Deep Residual CNN for Fault Diagnosis of Rotating Machinery Based on Depthwise Separable Convolutions
5. Novel Convolutional Neural Network (NCNN) for the Diagnosis of Bearing Defects in Rotary Machinery
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