Methods for long-term electric load demand forecasting; a comprehensive investigation

Proceedings of the IEEE International Conference on Industrial Technology

Volumn , Issue , 2008, Pages

  Ghods, Ladan ^a   Kalantar, Mohsen ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Demand forecasting; Fuzzy rules; Genetic algorithms; Long term; Neural networks

Indexed keywords

ALGORITHMS; DIESEL ENGINES; ELECTRIC UTILITIES; FORECASTING; FUZZY NEURAL NETWORKS; FUZZY RULES; FUZZY SETS; GENETIC ALGORITHMS; NETWORK PROTOCOLS; NEURAL NETWORKS; PUBLIC UTILITIES; RESOURCE ALLOCATION; SENSOR NETWORKS; SOLUTE TRANSPORT;

COST PLANS; CURRENT PRACTICES; DEMAND FORECASTING; ELECTRIC LOAD DEMANDS; EXPERT OPINIONS; FUTURE GENERATIONS; GENERATION RESOURCES; LOAD DEMANDS; LONG-TERM; PRIMARY TASKS; RESOURCE PLANNING; TRANSMISSION AND DISTRIBUTION FACILITIES; WAVELET NETWORKS;

ELECTRIC LOAD FORECASTING;

EID: 54549106985     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIT.2008.4608469     Document Type: Conference Paper

References (14)

1. Mostaf Al Mamun, and K. Negasaka, "Artificial neural networks applied to long-term electricity demand forecasting," Proceedings of the Fourth International Conference on Hybrid Intelligent Systems(HIS'04), 5-8Dec 2004, pp. 204 - 209.
2. Truong Quang dang Khoa, and Pham. Tu Oanh , "Application of Elman and neural wavelet network to long-term load forecasting," ISEE journal, 2005, track 3, sec. B, No.20.
3. H.M.Al-Hamidi, and S.A.Soliman, "Long-term/mid-term electric load forecasting based on short-term correlation and annual growth," Electric power system research (Elsevier), vol. 74, Issue 3, June 2005 ,pp. 353-361.
4. Engineering and design hydropower proponent, "Load forecasting methods," in EM 110-2-1701, Dec 1985, appendix B.
5. D. Genethliou, and Euen A.Feinberg, "Load forecasting," Applied mathematics for restructured electric power system: optimization, control and computational intelligence(J. H. Chow, F.F. Wu, and J.J. Momoh, eds.), chapter 12, 2005, pp. 269-285.
6. C.W.Fu, and T.T.Nguyen, "Models for long-term energy forecasting," IEEE power engineering society general meeting, vol.1, 13-17 July 2003, pp. 235-239.
7. M.Taradar Heque, and A.M.Kashtiban, "Application of neural networks in power systems; A review," Transaction of engineering, computing and technology, Vol.6, June 2005, ISSN 1305-5313, pp. 53-57.
8. Amir F. Atiya, "Development of an intelligent long-term electric load forecasting system," Proceedings of the International Conference, ISAP apos, 1996, pp. 288-292.
9. Bahman S. Kermanshahi, and Hiroshi Iwamiya, "Up to year 2020 load forecasting using neural nets," Electric power system research (Elsevier), vol. 24, No.9, 2002 ,pp. 789-797.
10. Santisouk Phimphachanh, Kosin Chamnongthai, Pinit Kumhom, and Anawch Sangswang, "Using neural network for long term peak load forecasting in Vientiane municipality." IEEE region 10 conference, TENCON 2004, vol. 3, pp. 319-322.
11. T. Q. D. Khoa, L. M. Phuong, P.T.T.B inh, N. T. H. Lien"Application of wavelet and neural network to long-term load forecasting," International conference on power system technology (POWERCON 2004),Singapore, 21-24 November 2004, pp. 840-844.
12. T. Q. D. Khoa, L. M. Phuong, P.T.T.B inh, N. T. H. Lien"Power load forecasting algorithm based on wavelet packet analysis," International conference on power system technology (POWERCON 2004), Singapore, 21-24 November 2004, pp. 987-990.
13. Khaled M. EL_Naggar, and Khaled A. AL-Rumaih, "Electric load forecasting using genetic based algorithm, optimal filter estimator and least error square technique: Comparative study," Transaction of engineering, computing and technology , Vol.6, June 2005, ISSN 1305-5313, pp. 138-142.
14. th International universities power engineering conference, UPEC 2004, vol. 1, pp. 368-372.