Time-Frequency Multi-Domain 1D Convolutional Neural Network with Channel-Spatial Attention for Noise-Robust Bearing Fault Diagnosis
Author:
Affiliation:
1. Department of Mechanical and Control Engineering, Handong Global University, Pohang 37554, Republic of Korea
2. School of Mechanical and Control Engineering, Handong Global University, Pohang 37554, Republic of Korea
Abstract
Funder
Korea Institute of Energy Technology Evaluation and Planning
Publisher
MDPI AG
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Link
https://www.mdpi.com/1424-8220/23/23/9311/pdf
Reference50 articles.
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4. Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs);Konar;Appl. Soft Comput.,2011
5. Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection;Samanta;Eng. Appl. Artif. Intell.,2003
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