An on-line neurofuzzy approach for detecting faults in induction motors

IEMDC 2001 - IEEE International Electric Machines and Drives Conference

Volumn , Issue , 2001, Pages 878-883

  Tan, Woei Wan ^a   Huo, Hong ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ASYNCHRONOUS MACHINE; BROKEN ROTOR BAR; FAULT DETECTION SCHEMES; LOADING CONDITION; NEURO-FUZZY APPROACH; NEURO-FUZZY MODEL; ONLINE MONITORING; STATIC CHARACTERISTIC;

ELECTRIC DRIVES; ELECTRIC MACHINERY; FAULT DETECTION; INDUCTION MOTORS; PARTIAL DISCHARGES; ROTORS (WINDINGS);

LOADING;

EID: 84886826937     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMDC.2001.939423     Document Type: Conference Paper

References (8)

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2. R Vas, "Parameter estimation, condition monitoring and diagnosis of electrical machines", Oxford: Oxford University Press, 1993
3. M.-Y. Chow, "Methodologies of using neural network and fuzzy logic technologies for motor incipient fault detection", Singapore: World Scientific, 1997
4. N. Maruyama, "Fault detection in uncertain systems using neurofuzzy modelling", D. Phil Thesis, University of Oxford, 1997
5. N. Maruyama, M. Benouarets and A. L. Dexter, "Detecting faults in nonlinear dynamic systems using neurofuzzy models" lEE Colloquium on Qualitative and Quantitative modelling methods for fault diagnosis, York, Digest No: 1995/079, pp. 8/1-8/10, 1995
6. CM. Ong, "Dynamic Simulation of Electric Machinery: using MATLAB/SIMULINK", New Jersey: Prentice Hall, 1997
7. F. Filippetti, G. Franceschini and C. Tassoni, " Neural Networks Aided On-Line Diagnostics of Induction Motor Rotor Faults" IEEE Transactions on Industry Applications, vol. 31, no. 4, 1995
8. J. Penman and A. Stavrou, "The Effects of Broken Rotor Bars on The Transient Run Up of Induction Machines," Elecrical Machines and Drives, 1995, lEE, 1995.