A neurofuzzy application for AC motor drives monitoring system

IEEE Transactions on Instrumentation and Measurement

Volumn 53, Issue 4, 2004, Pages 1020-1027

  Cristaldi, Loredana ^a   Lazzaroni, Massimo ^b   Monti, Antonello ^a   Ponci, Ferdinanda ^a  

^a IEEE   (United States)

^b UNIVERSITY OF MILAN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

AC MOTORS; ALGORITHMS; DIGITAL SIGNAL PROCESSING; ELECTRIC DRIVES; FUZZY SETS; MEASUREMENT THEORY; WAVELET TRANSFORMS;

AC MOTOR DRIVES; MONITORING SYSTEM; NEUROFUZZY ALGORITHMS; VIRTUAL INSTRUMENTS; VIRTUAL TEST BED; WAVELET ALGORITHMS;

CONDITION MONITORING;

EID: 4043106960     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2004.830589     Document Type: Article

References (17)

1. Cristaldi, A. Ferrero, A. Monti, and S. Salicone, "A versatile monitoring system for AC motor drives," in Proc. IEEE SDEMPED 2001, Grado, Italy, Sept. 2001.
2. L. Cristaldi, A. Ferrero, and S. Salicone, "A distributed system for electric power quality measurement," in Proc. IEEE IMTC 2001, Budapest, Hungary, May 21-23, 2001, pp. 2130-2135.
3. C. De Capua, M. Intartaglia, C. Landi, and M. Rebolini, "Performance analysis of induction motor large variable speed drives," in Proc. 5th Int. IEE Conf. Power Electronics Variable-Speed Drives, London, U.K..
4. L. Cristaldi, M. Lazzaroni, A. Monti, and F. Ponci, "A wavelet-based approach to diagnostic and monitoring for AC drives," in Proc. IEEE IMTC02, Anchorage, AK.
5. G. Kaiser, A Friendly Guide to Wavelet. Berlin, Germany: Springer-Verlag, 1994.
6. S. Mallat, A Wavelet Tour of Signal Processing. New York: Academic, 1999.
7. S. Santoso, E. J. Powers, W. M. Grady, and A. C. Parsons, "Power quality disturbance waveform recognition using wavelet-based neural classifier - Part 1: Theoretical foundation," IEEE Trans. Power Delivery, vol. 15, pp. 222-228, Jan. 2000.
8. S. Santoso, "Power quality disturbance waveform recognition using wavelet-based neural classifier - Part 2: Application," IEEE Trans. Power Delivery, vol. 15, pp. 229-235, Jan. 2000.
9. L. Cristaldi, A. Ferrero, M. Lazzaroni, and R. Ottoboni, "A linearization method for nonlinearity reduction in commercial Hall-effect current transducers," IEEE Trans. Instrum. Meas., vol. 50, pp. 1413-1417, Oct. 2001.
10. A. Ferrero, M. Lazzaroni, and S. Salicone, "A calibration procedure for a digital instrument for electric power quality measurement," in Proc. IEEE IMTC 2001, vol. 1, Budapest, Hungary, May 21-23, 2001, pp. 259-264.
11. E. Carminati, L. Cristaldi, M. Lazzaroni, and A. Monti, "A neuro-fuzzy approach for the detection of partial discharge," IEEE Trans. Instrum. Meas., vol. 50, pp. 1413-1417, Oct. 2001.
12. A. Gandelli, A. Monti, and F. Ponci, "Time evolution of Haar spectra for periodic switching circuits," in Proc. IEEE PESC00, Galway, Ireland.
13. A. Gandelli, A. Monti, F. Ponci, and E. Santi, "Power converter control design based on Haar analysis," in Proc. IEEE PESC01, Vancouver, BC, Canada.
14. S. Santoso, E. J. Powers, W. M. Grady, and A. C. Parsons, "Electric power quality disturbance detection using wavelet transform analysis," in Proc. IEEE-SP Int. Symp. Time-Frequency and Time-Scale Analysis, Philadelphia, PA, Oct. 1994, pp. 166-169.
15. M. L. Presti, R. Poluzzi, and A. M. Zanaboni, "Synthesis of fuzzy controllers through neural networks," Fuzzy Sets Syst., no. 71, pp. 47-70, 1995.
16. W. Li-Xin, Adaptive Fuzzy Systems Control Design and Stability Analysis - PTR. Englewood Cliffs, NJ: Prentice-Hall, 1995.
17. T. Lovett, A. Monti, and R. A. Dougal, "The new architecture of the virtual test bed," in IEEE-COMPEL02, Mayaguez, Puerto Rico, June 2002.