Using artificial neural networks or Lagrange interpolation to characterize the faults in an analog circuit: An experimental study

IEEE Transactions on Instrumentation and Measurement

Volumn 48, Issue 5, 1999, Pages 932-938

  Maidon, Yvan ^a   Jervis, Barrie W ^a   Fouillat, Pascal ^a   Lesage, S ^a  

^a UNIVERSITÉ DE BORDEAUX   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED NETWORK ANALYSIS; COMPUTER SIMULATION; ELECTRIC NETWORK SYNTHESIS; EXPERT SYSTEMS; INTERPOLATION; LAGRANGE MULTIPLIERS; NEURAL NETWORKS; TIME DOMAIN ANALYSIS;

ANALOG SYSTEM FAULT DIAGNOSIS; DIRAC IMPULSES;

LINEAR INTEGRATED CIRCUITS;

EID: 0033365095     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/19.799650     Document Type: Article

References (6)

1. J. W. Bandler and A. E. Salama, "Fault diagnosis of analog circuits," Proc. IEEE, vol. 73, pp. 1279-1286, Aug. 1985.
2. Y. Maidon, S. Lesage, B. W. Jervis, S. Ogg, and J. P. Dom, "Comparison between neural network and arithmetic Lagrange interpolation methods of analogue circuits testing," Proc. IEEE IMSTW'96, Quebec, P.Q., Canada, May 15-18, 1996.
3. Y. Maidon, B. W. Jervis, N. Dutton, and S. Lesage, "Diagnosis of multifaults in analogue circuit using multilayer perceptron," Proc. Inst. Elect. Eng. Circuits, Devices, Syst., vol. 144, pp. 149-154, June 1997.
4. A. Bernieri, M. D'Apuzzo, L. Sansone, and M. Savastano, "A neural network approach for identification and fault diagnosis on dynamic systems," IEEE Trans. Instrum. Meas., vol. 43, pp. 867-873, Dec. 1994.
5. T. Sorsa and H. N. Koivo, "Application of artificial neural networks in process fault diagnosis," Automatica, vol. 29, no. 4, pp. 843-849, 1993.
6. T. Sorsa, H. N. Koivo, and H. Koivisto, "Neural networks in process fault diagnosis," IEEE Trans. Syst., Man, Cybern., vol. 21, no. 4, pp. 815-825, 1991.