Induction Machine Condition Monitoring Using Neural Network Modeling

Hua Su; Kil To Chong

doi:10.1109/tie.2006.888786

Induction Machine Condition Monitoring Using Neural Network Modeling

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2006.888786 ◽

2007 ◽

Vol 54 (1) ◽

pp. 241-249 ◽

Cited By ~ 174

Author(s):

Hua Su ◽

Kil To Chong

Keyword(s):

Neural Network ◽

Condition Monitoring ◽

Network Modeling ◽

Induction Machine ◽

Neural Network Modeling ◽

Machine Condition ◽

Machine Condition Monitoring

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Induction machine condition monitoring with higher order spectra

IEEE Transactions on Industrial Electronics ◽

10.1109/41.873211 ◽

2000 ◽

Vol 47 (5) ◽

pp. 1031-1041 ◽

Cited By ~ 121

Author(s):

N. Arthur ◽

J. Penman

Keyword(s):

Condition Monitoring ◽

Induction Machine ◽

Higher Order ◽

Machine Condition ◽

Machine Condition Monitoring ◽

Higher Order Spectra

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Induction machine condition monitoring with higher order spectra. II. Variable frequency operation and automated diagnosis

IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200) ◽

10.1109/iecon.1998.723031 ◽

2002 ◽

Cited By ~ 5

Author(s):

N. Arthur ◽

J. Penman ◽

A. McLean ◽

A. Parsons

Keyword(s):

Condition Monitoring ◽

Induction Machine ◽

Higher Order ◽

Variable Frequency ◽

Machine Condition ◽

Automated Diagnosis ◽

Machine Condition Monitoring ◽

Higher Order Spectra

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An ARTMAP neural network‐based machine condition monitoring system

Journal of Quality in Maintenance Engineering ◽

10.1108/13552510010328095 ◽

2000 ◽

Vol 6 (2) ◽

pp. 86-105 ◽

Cited By ~ 12

Author(s):

Gerald M. Knapp ◽

Roya Javadpour ◽

Hsu‐Pin (Ben) Wang

Keyword(s):

Neural Network ◽

Monitoring System ◽

Condition Monitoring ◽

Machine Condition ◽

Machine Condition Monitoring ◽

Condition Monitoring System

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An online self-constructing wavelet fuzzy neural network for machine condition monitoring

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527673 ◽

2005 ◽

Author(s):

Qian-Jin Guo ◽

Hai-Bin Yu ◽

Ai-Dong Xu

Keyword(s):

Neural Network ◽

Condition Monitoring ◽

Fuzzy Neural Network ◽

Machine Condition ◽

Machine Condition Monitoring ◽

Fuzzy Neural

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Nonlinear neural-network modeling of an induction machine

IEEE Transactions on Control Systems Technology ◽

10.1109/87.748146 ◽

1999 ◽

Vol 7 (2) ◽

pp. 203-211 ◽

Cited By ~ 26

Author(s):

Seung-Ill Moon ◽

A. Keyhani ◽

S. Pillutla

Keyword(s):

Neural Network ◽

Network Modeling ◽

Induction Machine ◽

Neural Network Modeling

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Inverter fed induction machine condition monitoring using the bispectrum

Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics ◽

10.1109/host.1997.613489 ◽

2002 ◽

Cited By ~ 7

Author(s):

N. Arthur ◽

J. Penman

Keyword(s):

Condition Monitoring ◽

Induction Machine ◽

Machine Condition ◽

Machine Condition Monitoring

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A fuzzy neural network approach to machine condition monitoring

Computers & Industrial Engineering ◽

10.1016/s0360-8352(03)00039-1 ◽

2003 ◽

Vol 45 (2) ◽

pp. 323-330 ◽

Cited By ~ 43

Author(s):

Roya Javadpour ◽

Gerald M. Knapp

Keyword(s):

Neural Network ◽

Condition Monitoring ◽

Fuzzy Neural Network ◽

Machine Condition ◽

Network Approach ◽

Neural Network Approach ◽

Machine Condition Monitoring ◽

Fuzzy Neural

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Induction machine condition monitoring using notch-filtered motor current

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2009.05.011 ◽

2009 ◽

Vol 23 (8) ◽

pp. 2658-2670 ◽

Cited By ~ 13

Author(s):

Serkan Günal ◽

Dog˜an Gökhan Ece ◽

Ömer Nezih Gerek

Keyword(s):

Condition Monitoring ◽

Induction Machine ◽

Machine Condition ◽

Motor Current ◽

Machine Condition Monitoring

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Retraction: Yuan, N., et al. Laplacian Eigenmaps Feature Conversion and Particle Swarm Optimization-Based Deep Neural Network for Machine Condition Monitoring. Appl. Sci. 2018, 8, 2611, doi:10.3390/app8122611

Applied Sciences ◽

10.3390/app10041413 ◽

2020 ◽

Vol 10 (4) ◽

pp. 1413

Author(s):

Nanqi Yuan ◽

Wenli Yang ◽

Byeong Kang ◽

Shuxiang Xu ◽

Xiaolin Wang ◽

...

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Condition Monitoring ◽

Deep Neural Network ◽

Particle Swarm ◽

Machine Condition ◽

Swarm Optimization ◽

Laplacian Eigenmaps ◽

Machine Condition Monitoring ◽

Feature Conversion

The published article [1] has been retracted at the request of the authors [...]

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Induction machine condition monitoring with higher order spectra. I. Fundamentals and fixed frequency operation

IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200) ◽

10.1109/iecon.1998.723030 ◽

2002 ◽

Cited By ~ 9

Author(s):

N. Arthur ◽

J. Penman ◽

A. McLean ◽

A. Parsons

Keyword(s):

Condition Monitoring ◽

Induction Machine ◽

Higher Order ◽

Machine Condition ◽

Fixed Frequency ◽

Machine Condition Monitoring ◽

Higher Order Spectra

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