One week ahead short term load forecasting

Proceedings of the IASTED International Conference on Energy and Power Systems

Volumn , Issue , 2007, Pages 91-96

  Baharudin, Zuhairi ^a   Kamel, Nidal ^a  

^a DEPARTMENT OF CHEMICAL ENGINEERING   (Malaysia)

Author keywords

Autoregressive (AR); Autoregressive moving average (ARMA); Burg; Durbin; MAPE; Short term load forecasting (STLF)

Indexed keywords

ELECTRIC POWER SYSTEMS; FORECASTING;

AUTOREGRESSIVE (AR); AUTOREGRESSIVE MOVING AVERAGE (ARMA); BURG; DURBIN; MAPE; SHORT TERM LOAD FORECASTING (STLF);

ELECTRIC LOAD FORECASTING;

EID: 56249089709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Ir M Fuad Jamaluddin. July 2003. National Load Dispatch Centre (NLDC)/System Planning Department, Tenaga Nasional Berhad.
2. G. Gross, F.D. Galiana, " Short term load forecasting," Proc. IEEE, Vol. 75, No. 12, pp. 1558-1573, 1987.
3. D.W. Bunn and E.D. Farmer, Comparative Models for Electrical Load Forecasting, John Wiley & Son, New York, 1985.
4. G. E. P Box & G. M. Jenkins, Time Series Analysis: Forecasting and control, Prentice Hall, New Jersey, 1970.
5. M. Peng, N.F. Hubele, and G. G. Karady. Advancement in the Application of Neural Networks for Short-Term Load Forecasting. IEEE Transactions on Power Systems, 7:250 -257, 1992.
6. A. G. Bakirtzis, V. Petridis, S J. Kiartzis, M. C. Alexiadis, and A. H. Maissis. A Neural Network Short-Term Load Forecasting Model for the Greek Power System. IEEE Transactions on Power Systems, 11:858 - 863, 1996.
7. A. D. Papalexopoulos, S. Hao, and T. M. Peng. An Implementation of a Neural Network Based Load Forecasting Model for the EMS. IEEE Transactions on Power Systems, 9:1956 -1962, 1994.
8. A. Khotanzad, R. A. Rohani, T. L. Lu, A. Abaye, M. Davis, and D. J. Maratukulam. ANNSTLF-A Neural-Network-Based Electric Load Forecasting System. IEEE Transactions on Neural Networks, 8:835 -846, 1997.
9. A. Khotanzad, R. A. Rohani, and D. Maratukulam. ANNSTLF- Artificial Neural Network Short-Term Load Forecaster -Generation Three. IEEE Transactions on Neural Networks, 13:1413-1422, 1998.
10. H. Chen, C. A. Canizares, and A. Singh. ANNBased Short-Term Load Forecasting in Electricity Markets. Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, 2:411 -415, 2001.
11. Z. Baharudin, M. F. Jamaluddin, and N. Saad. Fuzzy Logic Technique for Short Term Load Forecasting, BICET Brunei Darussalam, Aug 2005.
12. nd ICAIET Sabah Malaysia, 2003.
13. S. J. Kiartzis and A. G. Bakirtzis. A Fuzzy Expert System for Peak Load Forecasting: Application to the Greek Power System. Proceedings of the 10th Mediterranean Electrotechnical Conference, 3:1097-1100, 2000.
14. V. Miranda and C. Monteiro. Fuzzy Inference in Spatial Load Forecasting. Proceedings of IEEE Power Engineering Winter Meeting, 2:1063-1068, 2000.
15. S. E. Skarman and M. Georgiopoulous. Short-Term Electrical Load Forecasting using a Fuzzy ARTMAP Neural Network. Proceedings of SPIE, 181-191, 1998.
16. M. H. Hayes, Statistical Digital Signal Processing and Modeling, John Wiley, 1996.
17. J. Durbin, "Efficient estimation of parameters in moving-average models," Biometrica, vol. 46, pp. 306-316, 1959.
18. J. Burg," Maximum entropy spectral analysis," Proc. 37th Meeting of Soc. Of Exploration Geophysicists, Oklahoma City, OK., Oct. 1967.
19. J. Burg," Maximum entropy spectral analysis," Ph.D. dissertation, Stanford University, Stanford, CA, May, 1975.
20. Nemmco, www.nemmco.com.au, Jan 2007.