Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection
Author:
Affiliation:
1. Advanced Science and Technology Institute, DOST,Quezon City,Philippines,1101
Funder
DOST-ASTI
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10463165/10463194/10463445.pdf?arnumber=10463445
Reference15 articles.
1. Applications of machine learning to machine fault diagnosis: A review and roadmap
2. A Review of Data-Driven Machinery Fault Diagnosis Using Machine Learning Algorithms
3. Fault detection and classification using artificial neural networks;Heo,2018
4. Frequency Occurrence Plot-Based Convolutional Neural Network for Motor Fault Diagnosis
5. Diagnosis of Induction Motor Faults Using Frequency Occurrence Image Plots—A Deep Learning Approach
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