Application of time-series data mining for fault diagnosis of induction motors

Lecture Notes in Computer Science

Volumn 3483, Issue IV, 2005, Pages 1085-1094

  Bae, Hyeon ^a   Kim, Sungshin ^a   Kim, Yon Tae ^a   Lee, Sang Hyuk ^a  

^a Pusan National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; ELECTRIC FAULT LOCATION; MATHEMATICAL MODELS; NEURAL NETWORKS; ONLINE SYSTEMS; PATTERN RECOGNITION; POLYNOMIALS; SIGNAL PROCESSING; TIME SERIES ANALYSIS;

FAULT DIAGNOSIS; ONLINE MONITORING; POLYNOMIAL NEURAL NETWORK; SYSTEM FAULT DETECTION;

INDUCTION MOTORS;

EID: 24944517143     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11424925_113     Document Type: Conference Paper

References (7)

1. P. Vas, Parameter Estimation, Condition Monitoring, and Diagnosis of Electrical Machines, Clarendron Press, Oxford, 1993.
2. G. B. Kliman and J. Stein, "Induction motor fault detection via passive current monitoring," International Conference in Electrical Machines, Cambridge, MA, pp. 13-17, August 1990.
3. K. Abbaszadeh, J. Milimonfared, M. Haji, and H. A. Toliyat, "Broken Bar Detection In Iduction Motor via Wavelet Transformation," IECON'01: The 27th Annual Conference of the IEEE Industrial Electronics Society, pp. 95-99, 2001.
4. Y. E. Zhongming and W. U. Bin, "A Review on Induction Motor Online Fault Diagnosis," The Third International Power Electronics and Motion Control Conference (PIEMC 2000), vol. 3, pp. 1353-1358, Aug. 15-18, 2000.
5. Masoud Haji and Hamid A. Toliyat, "Patern Recognition-A Technique for Induction Machines Rotor Fault Detection Eccentricity and Broken Bar Fault," Conference Record of the 2001 IEEE Industry Applications Conference, vol. 3, pp. 1572-1578, 30 Sept.-4 Oct. 2001.
6. S. Nandi, H. A. Toliyat, "Condition Monitoring and Fault Diagnosis of Electrical Machines - A Review," IEEE Industry Applications Conference, vol. 1, pp. 197-204, 1999.
7. B. Yazici, G. B. Kliman, "An Adaptive Statistical Time-Frequency Method for Detection of Broken Bars and Bearing Faults in Motors Using Stator Current," IEEE Trans. On Industry Appl., vol. 35, no. 2, pp. 442-452, March/April 1999.