Application of Different Machine Learning Strategies for Current- and Vibration-based Motor Bearing Fault Detection in Induction Motors

2020 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES) ◽

Bearing Fault Detection in Induction Motors Employing Difference Visibility Graph

10.1109/pedes49360.2020.9379635 ◽

2020 ◽

Author(s):

Sayanjit Singha Roy ◽

Soumya Chatterjee ◽

Ritwick Barman ◽

Saptarshi Roy ◽

Sayantan Dey

Keyword(s):

Fault Detection ◽

Induction Motors ◽

Visibility Graph ◽

Bearing Fault ◽

International Conference on Intelligent Computing and Smart Communication 2019 - Algorithms for Intelligent Systems ◽

Industrial Motor Bearing Fault Detection Using Vibration Analysis

10.1007/978-981-15-0633-8_86 ◽

2019 ◽

pp. 827-839

Author(s):

Rajul Misra ◽

Kshitij Shinghal ◽

Amit Saxena ◽

Alok Agarwal

Keyword(s):

Fault Detection ◽

Vibration Analysis ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Bearing Fault Detection Through Machine Learning: Time-Domain vs Time-Frequency Analysis for Feature Extraction

First EAGE Workshop on High Performance Computing for Upstream in Latin America ◽

10.3997/2214-4609.201803075 ◽

2018 ◽

Author(s):

F. Ulloa ◽

G. Barbieri

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Fault Detection ◽

Frequency Analysis ◽

Time Domain ◽

Time Frequency Analysis ◽

Time Frequency ◽

Learning Time ◽

Bearing Fault ◽

2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) ◽

Fractal dimension theory-based approach for bearing fault detection in induction motors

10.1109/ropec.2016.7830602 ◽

2016 ◽

Cited By ~ 2

Author(s):

Carlos A. Perez-Ramirez ◽

Juan P. Amezquita-Sanchez ◽

Martin Valtierra-Rodriguez ◽

Aurelio Dominguez-Gonzalez ◽

David Camarena-Martinez ◽

...

Keyword(s):

Fractal Dimension ◽

Fault Detection ◽

Induction Motors ◽

Dimension Theory ◽

Bearing Fault ◽

Brushless DC Motor Bearing Fault Detection Using Hall Effect Sensors and a Two-Stage Wavelet Transform

Electrical Engineering (ICEE), Iranian Conference on ◽

10.1109/icee.2018.8472458 ◽

2018 ◽

Cited By ~ 2

Author(s):

Omid Zandi ◽

Javad Poshtan

Keyword(s):

Wavelet Transform ◽

Fault Detection ◽

Hall Effect ◽

Dc Motor ◽

Brushless Dc Motor ◽

Two Stage ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Brushless Dc ◽

2019 International Conference on Electrical, Electronics and Computer Engineering (UPCON) ◽

Autocorrelation Based Feature Extraction for Bearing Fault Detection in Induction Motors

10.1109/upcon47278.2019.8980025 ◽

2019 ◽

Author(s):

Sayantan Dey ◽

Sayanjit Singha Roy ◽

Kaniska Samanta ◽

Sudip Modak ◽

Soumya Chatterjee

Keyword(s):

Feature Extraction ◽

Fault Detection ◽

Induction Motors ◽

Bearing Fault ◽

A novel LDA-based approach for motor bearing fault detection

2015 IEEE 13th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin.2015.7281834 ◽

2015 ◽

Cited By ~ 15

Author(s):

Lucio Ciabattoni ◽

Gionata Cimini ◽

Francesco Ferracuti ◽

Alessandro Freddi ◽

Gianluca Ippoliti ◽

...

Keyword(s):

Fault Detection ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Induction motors bearing fault detection using pattern recognition techniques

Expert Systems with Applications ◽

10.1016/j.eswa.2011.06.042 ◽

2012 ◽

Vol 39 (1) ◽

pp. 68-73 ◽

Cited By ~ 82

Author(s):

Jafar Zarei

Keyword(s):

Pattern Recognition ◽

Fault Detection ◽

Induction Motors ◽

Pattern Recognition Techniques ◽

Bearing Fault ◽

International Aegean Conference on Electrical Machines and Power Electronics and Electromotion, Joint Conference ◽

Line current analysis for bearing fault detection in induction motors using Hilbert transform phase

10.1109/acemp.2011.6490612 ◽

2011 ◽

Cited By ~ 6

Author(s):

M. E. K. Oumaamar ◽

H. Razik ◽

A. Rezzoug ◽

A. Khezzar

Keyword(s):

Fault Detection ◽

Hilbert Transform ◽

Induction Motors ◽

Current Analysis ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Line Current

Model-Based Bearing Fault Detection in Induction Motors Under Speed Varying Conditions

2018 8th IEEE India International Conference on Power Electronics (IICPE) ◽

10.1109/iicpe.2018.8709523 ◽

2018 ◽

Author(s):

S.S.S.R. Sarathbabu Duvvuri

Keyword(s):

Fault Detection ◽

Induction Motors ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Model Based