Application of AI tools in fault diagnosis of electrical machines and drives-an overview

M.A. Awadallah; M.M. Morcos

doi:10.1109/tec.2003.811739

Application of AI tools in fault diagnosis of electrical machines and drives-an overview

IEEE Transactions on Energy Conversion ◽

10.1109/tec.2003.811739 ◽

2003 ◽

Vol 18 (2) ◽

pp. 245-251 ◽

Cited By ~ 127

Author(s):

M.A. Awadallah ◽

M.M. Morcos

Keyword(s):

Fault Diagnosis ◽

Electrical Machines

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Signal Generation using 1d Deep Convolutional Generative Adversarial Networks for Fault Diagnosis of Electrical Machines

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9413119 ◽

2021 ◽

Author(s):

Russell Sabir ◽

Daniele Rosato ◽

Sven Hartmann ◽

Clemens Guhmann

Keyword(s):

Fault Diagnosis ◽

Electrical Machines ◽

Signal Generation ◽

Generative Adversarial Networks ◽

Adversarial Networks

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A novel industrial wireless sensor network for condition monitoring and fault diagnosis of electrical machines

Australian Journal of Electrical & Electronics Engineering ◽

10.7158/e12-170.2013.10.4 ◽

2013 ◽

Vol 10 (4) ◽

Cited By ~ 1

Author(s):

L Hou ◽

NW Bergmann

Keyword(s):

Wireless Sensor Network ◽

Fault Diagnosis ◽

Sensor Network ◽

Condition Monitoring ◽

Electrical Machines ◽

Wireless Sensor ◽

Industrial Wireless Sensor Network

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Fault diagnosis of electrical machines-a review

IEEE International Electric Machines and Drives Conference. IEMDC'99. Proceedings (Cat. No.99EX272) ◽

10.1109/iemdc.1999.769076 ◽

2003 ◽

Cited By ~ 46

Author(s):

S. Nandi ◽

H.A. Toliyat

Keyword(s):

Fault Diagnosis ◽

Electrical Machines

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Electrical machines fault diagnosis during transient operation

2018 XIII International Conference on Electrical Machines (ICEM) ◽

10.1109/icelmach.2018.8506811 ◽

2018 ◽

Keyword(s):

Fault Diagnosis ◽

Electrical Machines ◽

Transient Operation

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Online Static/Dynamic Eccentricity Fault Diagnosis in Inverter-Driven Electrical Machines Using Resolver Signals

IEEE Transactions on Energy Conversion ◽

10.1109/tec.2020.2996011 ◽

2020 ◽

Vol 35 (4) ◽

pp. 1973-1980

Author(s):

Hamed Lasjerdi ◽

Zahra Nasiri-Gheidari ◽

Farid Tootoonchian

Keyword(s):

Fault Diagnosis ◽

Electrical Machines ◽

Dynamic Eccentricity

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Electrical machines fault diagnosis during transient operation

2016 XXII International Conference on Electrical Machines (ICEM) ◽

10.1109/icelmach.2016.7732927 ◽

2016 ◽

Keyword(s):

Fault Diagnosis ◽

Electrical Machines ◽

Transient Operation

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A fuzzy logic approach to the interpretation of higher order spectra applied to fault diagnosis in electrical machines

PeachFuzz 2000. 19th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.00TH8500) ◽

10.1109/nafips.2000.877411 ◽

2002 ◽

Cited By ~ 13

Author(s):

I. Lasurt ◽

A.F. Stronach ◽

J. Penman

Keyword(s):

Fuzzy Logic ◽

Fault Diagnosis ◽

Higher Order ◽

Electrical Machines ◽

Fuzzy Logic Approach ◽

Logic Approach ◽

Higher Order Spectra

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An Enhanced Binary Particle Swarm Optimization for Optimal Feature Selection in Bearing Fault Diagnosis of Electrical Machines

IEEE Access ◽

10.1109/access.2021.3098024 ◽

2021 ◽

Vol 9 ◽

pp. 102671-102686

Author(s):

Chun-Yao Lee ◽

Truong-An Le

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Fault Diagnosis ◽

Electrical Machines ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Optimal Feature Selection ◽

Optimal Feature

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Fault Diagnosis of Rotating Electrical Machines in Transient Regime Using a Single Stator Current’s FFT

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2015.2444240 ◽

2015 ◽

Vol 64 (11) ◽

pp. 3137-3146 ◽

Cited By ~ 52

Author(s):

Angel Sapena-Bano ◽

Manuel Pineda-Sanchez ◽

Ruben Puche-Panadero ◽

Javier Martinez-Roman ◽

Dragan Matic

Keyword(s):

Fault Diagnosis ◽

Transient Regime ◽

Electrical Machines

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LSTM Based Bearing Fault Diagnosis of Electrical Machines using Motor Current Signal

2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) ◽

10.1109/icmla.2019.00113 ◽

2019 ◽

Cited By ~ 1

Author(s):

Russell Sabir ◽

Daniele Rosato ◽

Sven Hartmann ◽

Clemens Guehmann

Keyword(s):

Fault Diagnosis ◽

Electrical Machines ◽

Current Signal ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Motor Current

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