A neurofuzzy application for AC motor drives monitoring system

被引：11
作者：
Cristaldi, L [1 ]
Lazzaroni, M
Monti, A
Ponci, F
机构：
[1] Politecn Milan, Dipartimento Elettr, I-20133 Milan, Italy
[2] Univ Milan, Dept Informat Technol, I-26013 Crema, CR, Italy
[3] Univ S Carolina, Dept Elect Engn, Columbia, SC 29208 USA
来源：
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2004年 / 53卷 / 04期
关键词：
neurofuzzy; virtual instruments; virtual test bed;
D O I：
10.1109/TIM.2004.830589
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Currently industrial applications require suitable monitoring systems able to identify any decrease in efficiency resulting in economic losses. This paper shows that the information coming from a general purpose monitoring system can be usefully exploited to realize a sensorless instrument for the monitoring of an ac motor drive, and can be fed to a diagnostic tool for providing useful risk coefficients. The method is based on digital processing of the line signals acquired by means of a virtual instrument. The employed wavelet algorithms have been implemented within a Matlab environment, and risk coefficients are generated by means of suitable neurofuzzy algorithms.
引用
收藏
页码：1020 / 1027
页数：8
相关论文
共 17 条
  • [1] [Anonymous], 1999, WAVELET TOUR SIGNAL
  • [2] Neuro-fuzzy approach for the detection of partial discharge
    Carminati, E
    Cristaldi, L
    Lazzaroni, M
    Monti, A
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2001, 50 (05) : 1413 - 1417
  • [3] CRISTALDI A, 2001, P IEEE SDEMPED 2001
  • [4] Cristaldi L, 2001, IEEE IMTC P, P2130, DOI 10.1109/IMTC.2001.929572
  • [5] CRISTALDI L, P IEEE IMTC02 ANCH A
  • [6] CRITALDI L, 2001, IEEE T INSTRUM MEAS, V50, P1413
  • [7] DECAPUA C, P 5 INT IEE C POW EL
  • [8] Ferrero A, 2001, IEEE IMTC P, P259, DOI 10.1109/IMTC.2001.928823
  • [9] GANDELLI A, P IEEE PESC01 VANC B
  • [10] GANDELLI A, P IEEE PESC00 GALW I
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