Real-time model-based fault detection and diagnosis for alternators and induction motors

Proceedings of IEEE International Electric Machines and Drives Conference, IEMDC 2007

Volumn 1, Issue , 2007, Pages 202-207

  Leite, Daniel F ^a   Hell, Michel B ^a   Diez, Patrícia H ^a   Ganglio, Bernardo S L ^a   Nascimento, Lucas O ^a   Costa Jr , Pyramo ^a  

^a PONTIFICAL CATHOLIC UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SOFTWARE; DATA ACQUISITION; ELECTRIC MACHINERY; EXTENDED KALMAN FILTERS; FAULT DETECTION; FUZZY SETS; NEURAL NETWORKS; RECURSIVE FUNCTIONS; STATORS; SYNCHRONOUS GENERATORS; WINDING;

COVERS FIELD WINDING; DIAGNOSIS SOFTWARE; ELECTRIC MACHINES DIAGNOSIS SYSTEM (EMDS); FUZZY C-MEANS (FCM) TECHNIQUE; REAL-TIME MODEL-BASED FAULT DETECTION; RECURSIVE LEAST SQUARES (RLS); STATOR WINDINGS;

INDUCTION MOTORS;

EID: 35048850905     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMDC.2007.383577     Document Type: Conference Paper

References (12)

1. Tlusty, G.; "Manufacturing Processes and Equipment". New Jersey: Prentice Hall, 2000.
2. Fong, A. C. M.; Hui, S. C.; "An Intteligent online machine fault diagnosis system". Computing & Control Engineering Journal, IEE, October 2001. Page(s): 217 - 223.
3. Kliman, G. B.; Premerlani, W. J.; Koegl, R. A.; Hoeweler, D.; "A new approach to on-line turn fault detection in AC motors". Industry Applications Conference, 1996. Thirty-First IAS Annual Meeting, IAS '96., Conference Record of the 1996 IEEE. Volume 1, 6-10 Oct. 1996. Page(s): 687 - 693.
4. Tallam, R. M.; Lee, S. B.; Stone, G.; Kliman, G. B.; Yoo, J.; Habetler, T. G.; Harley, R. G.; "A survey of methods for detection of stator related faults in induction machines". Diagnostics for Electric Machines, Power Electronics and Drives, 4th IEEE International Symposium on, SDEMPED 2003. 24-26 Aug. 2003. Page(s): 35 - 46.
5. Cruz, S. M. A.; Cardoso, A. J. M.; "The method of multiple reference frames applied to the diagnosis of stator faults in three-phase induction motors". The 4th International Power Electronics and Motion Control Conference, IPEMC 2004. Vol. 2. Page(s): 603 - 609.
6. Megahed, A. I.; Malik, O. P.; "Simulation of internal faults in synchronous generators". Energy Conversion, IEEE Transactions on. Volume 14, Issue 4, Dec. 1999. Page(s): 1306 - 1311.
7. Lee, S. B.; Tallam, R. M.; Habetler, T. G.; "A robust, on-line turn-fault detection technique for induction machines based on monitoring the sequence component impedance matrix". Power Electronics, IEEE Transactions on. Volume 18, Issue 3, May 2003. Page(s): 865 - 872.
8. Codd, E. F.; "A Relational Model of Data for Large Shared Data Banks". Communications of the ACM, 1970. Page(s): 377 - 387. vol.13, NO. 6, 1970.
9. Iwasaki, T.; Kataoka, T.; "Application of an extended Kalman filter to parameter identification of an induction motor". Industry Applications Society Annual Meeting, 1989. Conference Record of the 1989 IEEE, 1-5 Oct. 1989. Page(s): 248 - 253. vol.1.
10. Krause, P.C.; Wasynczuk, O.; Sudhoff, S.D.; "Analysis of Electric Machinery". New York: IEEE Press, NJ: 1995. Pages: 133 - 159.
11. D'Angelo, M. F. S. V.; Costa Jr., P. P.; "Simulator of Faults in the Stator Windings in Induction Machines". IV Industry Applications Conference IEEE INDUSCON, November 2000. Pages: 76 - 80.
12. Nasar, S. A.; Unnewehr, L. E.; "Electomechanics and Electric Machines". Second Edition, John Wiley & Sons, New York, 1979.