A functional-link-neural network for short-term electric load forecasting

Journal of Intelligent and Fuzzy Systems

Volumn 7, Issue 3, 1999, Pages 209-221

  Dash, P K ^a   Liew, A C ^a   Satpathy, H P ^b  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0033436134     PISSN: 10641246     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (19)

1. G.E. Box and G.M. Jenkins, Time Series Analysis-Forecasting and Control, Holden-Day, San Francisco, 1976.
2. R. Campo and P. Ruiz, Adaptive weather-sensitive short-term load forecast, IEEE Trans. on PWRS 4 (1987), 592-600.
3. J.Y. Fan and J.D. McDonald, A real-time implementation of short-term load forecasting for distribution power systems, IEEE Trans. on PWRS 9(2) (1994), 987-993.
4. G. Gross and F.D. Galiana, Short-term load forecasting, Proc. of the IEEE 75(12) (1987), 1558-1572.
5. M.T. Hagan and R. Klein, On-line maximum likelihood estimation for load forecasting, IEEE Trans. on Systems, Man, and Cybernetics 8(9) (1987), 711-715.
6. M.T. Hagan and S.M. Behr, The time series approach to short-term load forecasting, IEEE Trans. on PWRS 2(3) (1987), 785-791.
7. J.G. Kuschewski, S. Hui and S.H. Zak, Application of feed forward neural networks to dynamical system identification and Control, IEEE Trans. on Control System technology 1(1) (1993), 37-49.
8. Y. Lin and G.A. Cunningham, A new approach to fuzzy-neural system modeling, IEEE Trans. on Fuzzy Systems 3(2) (1995), 190-197.
9. I. Moghram and S. Rahman, Analysis and evaluation of five short-term load forecasting techniques, IEEE Trans. on PWRS 4(4) (1989), 1484-1491.
10. N. Mues, Evaluation of characteristics of the random-vector functional-link net in supervised learning and optimisation tasks, CAISR report, Case Western Reserve Univ., Cleveland, 1991.
11. Y.H. Pao, Adaptive Pattern Recognition and Neural Networks, Addison-Wesley, Reading, Mass, 1989, pp. 197-222.
12. Y.H. Pao and Y.T. Takefji, Functional-link net computing, IEEE Computer Journal (1992), 76-79.
13. D. Park, M. El-Sharkawi, R. Marks R., A. Atlas and M. Damborg, "Electric load forecasting using an artificial neural network, IEEE Trans. on Power Systems 6(2) (1991), 442-449.
14. T. Peng, N. Hubele and G. Karady, An adaptive neural network approach to one-week ahead load forecasting, IEEE Trans. on PWRS 8(3) (1993), 1195-1202.
15. T.M. Peng, N.F. Hubele and G.G. Karady, Advancement in the Application of Neural Networks for short-term load Forecasting, in: 91 SM 451-5 PWRS, IEEE/PES Summer Meeting, San Diego, California, 1991.
16. S. Rahman and R. Bhatnagar, An expert system based algorithm for short-term load forecast, IEEE Trans. on PWRS 3 (1988), 392-399.
17. D.K. Ranaweera, N.F. Hubele and A.D. Papalexopoulos, Application of radial basis function neural network model for short-term load forecasting, Proc. IEE-Gen. Trans. Distri. 142(1) (1995), 45-50.
18. S. Vemuri, W. Huang and D. Nelson, On-line algorithms for forecasting hourly loads of an electric utility, IEEE Trans. Power App.&Syst. 100(8) (1981), 3775-3784.
19. B. Widrow and M. A. Lehr, 30 years of adaptive neural networks : perception, madaline, and backpropagation, Proc. IEEE 78(9) (1990), 1415-1492.