An Optimized Intelligent Technique for Bearing Fault Diagnosis using Motor Current Signal Analysis

Author:

Xinjie Jiang1,Malik Hasmat2,Panda Sanjib Kumar1

Affiliation:

1. National University of Singapore,Department of Electrical and Computer Engineering,Singapore

2. Berkeley Education Alliance for Research in Singapore (a research center of the University of California, USA),Singapore

Publisher

IEEE

Reference10 articles.

1. Detection of Bearing Outer Race Fault in Induction Motors using Motor Current Signature Analysis

2. An intelligent bearing fault diagnosis system: A review

3. Analysis of MLP model on WSN localization data by using various training functions

4. Condition Monitoring of Bearing Damage in Electromechanical Drive Systems by Using Motor Current Signals of Electric Motors: A Benchmark Data Set for Data-Driven Classification;lessmeier;European Conference of PHM Society,0

5. From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Motor Bearing Fault Diagnosis Based on Current Signal Using Time–Frequency Channel Attention;World Electric Vehicle Journal;2024-06-24

2. Analysis of Mechanical Faults of Asynchronous Motors Based on the Abrasion Map;2024 IEEE 11th International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC);2024-04-04

3. Data Reliability Analysis for Early Fault Diagnosis of Air Handling Unit (AHU);Lecture Notes in Electrical Engineering;2024

4. Simplified Predictive Strategy of Mechanical Life Cycle Model in Three-Phase Asynchronous Motor;2023 IEEE 6th International Conference and Workshop Óbuda on Electrical and Power Engineering (CANDO-EPE);2023-10-19

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