Mechano-electric system fault diagnosis based on wavelet analysis and neural networks

ICEMS 2005: Proceedings of the Eighth International Conference on Electrical Machines and Systems

Volumn 3, Issue , 2005, Pages 2236-2238

  Chen, Changzheng ^a   Gou, Yi ^a   Wang, Nan ^b   Wang, Yi ^a  

^a SHENYANG UNIVERSITY OF TECHNOLOGY   (China)

^b NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; FUNCTION EVALUATION; NEURAL NETWORKS; ROTATING MACHINERY; SIGNAL PROCESSING; WAVELET TRANSFORMS;

FAULT DIAGNOSIS; INTEGRATED NEURAL NETWORKS; MECHANO ELECTRIC SYSTEM FAULT DIAGNOSIS;

ELECTRIC FAULT CURRENTS;

EID: 33846999696     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Bandler,J.W., and Salama, A.E., "Fault diagnosis of analog circuits," proc IEEE, 1985, 73,(8),pp. 1279-1325
2. Sorsa,T., Koivo,H.N. and Koivisto,H., "Neural network in process fault diagnosis," IEEE Trans. Syst. Man. Cybern, 1991,21,(4), pp. 815-825
3. Srinvasan,A., and Batur,C., "Hopfield/Art-1 neural network-based fault detection and fault diagnosis on dynamic systems," IEEE Trans Neural Netw., 1994,5,(6), pp. 890-899
4. Aminian,F., Aminian.M., and Collins,H.W., "Analog fault diagnosis of actual circuits using neural network," IEEE Trans. Instrum. Meas, 2002, 51.(3), pp. 544-550
5. Y.He, Y.Tan, and Y.Sun, "Wavelet Neural Network Approach for Fault Diagnosis of Analogue Circuits," IEE Proc.-Circuits Devices Syst., 2004, 151, (4), pp. 379-384
6. Weirong Chen, Qingquan Qian, and Xiaoru Wang, "Wavelet Neural Network Based Transient Fault Signal Detection and Identification," ICICS'97,1997, pp. 1377-1381
7. I Daubechies, S.Mallat, and A.S. Willsky, "Special issue on wavelet transform and multiresolution signal analysis," IEEE Trans. Inform. Theory. 1992, 38, (2) 645-652
8. Q.H;Zhang, A.Benveniste, "Wavelet network," IEEE Trans. Neural Network, 1992, 3, (6), pp. 889-898
9. J.X.Yu, "The waveform and frequency spectrum analysis of transient from Ultra-high voltage network fault," Proceedings of the EPSA, 1994, 6, (2), pp.65-71
10. Y.C.Pati, P.S.Krishnaprasad, "Analysis and synthesis of feedforward neural networks using discrete affine wavelet transformation," IEEE Trans. Neural Network 1993, 4, (1), pp. 73-85