Harmonic estimation in a power system using adaptive perceptrons

IEE Proceedings: Generation, Transmission and Distribution

Volumn 143, Issue 6, 1996, Pages 565-574

  Dash, P K ^a   Swain, D P ^b   Routray, A ^b   Liew, A C ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Adaline; Adaptive perceptrons; Harmonic estimation; Neural networks; Power systems

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; DIFFERENCE EQUATIONS; ERRORS; FOURIER TRANSFORMS; KALMAN FILTERING; NEURAL NETWORKS; SPURIOUS SIGNAL NOISE; TESTING;

BACKPROPAGATION LEARNING TECHNIQUE; HARMONIC ESTIMATION; NONLINEAR WEIGHT ADJUSTMENT ALGORITHM; RECURSIVE DISCRETE FOURIER TRANSFORM;

ELECTRIC POWER SYSTEMS;

EID: 0030283726     PISSN: 13502360     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-gtd:19960464     Document Type: Article

References (13)

1. COOLEY, J.W., and TUKEY, J.W.: 'An algorithm for machine calculation of complex Fourier series', J. Math. Comput., 1965, 19, pp. 297-301
2. ORAN BRIGHAM, E.: 'The Fast Fourier Transform and its applications' (Prentice-Hall International, 1988)
3. HOSTETTER, D.H.: 'Fourier analysis using spectral observers', Proc. IEEE, 1980, 68, pp. 284-285
4. HOSTETTER, G.H.: 'Recursive discrete Fourier transformation', IEEE Trans., 1980, ASSP-28, pp. 184-180
5. OLEJNICZAK, K., and HEYDT, G.: 'Basic mechanisms of generation and flow of harmonic signals in balanced and unbalanced three-phase power systems'. IEEE Winter Power Meeting, Jan.27-Feb.2 1989
6. HEYDT, G.T., KISH, D.J., HOLCOMB, F., and HILL, Y.: 'A methodology for assessment of harmonic impact and compliance with standards for distribution systems', IEEE Trans., 1991, PD-6, (4), pp. 1748-1754
7. DASH, P.K., and SHARAF, A.M.: 'A Kalman filtering approach for estimation of power system harmonics'. Proc. 3rd Int. Conf. on Harmonics in Power Systems, Nashville, Indiana, Sept.28-Oct.1 1988, pp. 34-40
8. GIRGIS, A.A., CHANG, W.B., and MAKRAM, E.B.: 'A digital measurement scheme for on-line tracking of power system harmonics', IEEE Trans., 1991, PD-6, (3), pp. 1153-1160
9. HARTANA, R.K., and RICHARDS, G.H.: 'Harmonic source monitoring using neural networks', IEEE Trans., 1990, PWRS-5, (4), pp. 1098-1104
10. MORI, H.: 'An artificial neural network based method for power system voltage harmonics', IEEE Trans., 1992, PD-7, (1), pp. 402-409
11. OSOWSKI, S.: 'Neural network for estimation of harmonic components in a power system', IEE Proc. C, 1992, 139, (2), pp. 129-135
12. WIDROW, B., and LEHR, M.A.: '30 years of adaptive neural networks: perceptrons, madaline and backpropagation', Proc. IEEE, 1990, 78, pp. 1415-1442
13. KUSCHEWSKI, J.G., HUI, S., and ZAK, S.H.: 'Application of feed forward neural networks to dynamical system identification and control', IEEE Trans., 1993, CST-1, (1), pp. 37-49