Forecasting electricity consumption by separating the periodic variable and decompositions the pattern

IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management

Volumn , Issue , 2007, Pages 292-296

  Ghaderi, S F ^a   Azadeh, A ^a   Keyno, H Sadeghi ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Electricity consumption; Forecasting; Macro decision; Micro decision

Indexed keywords

CLUSTERING ALGORITHMS; DECISION MAKING; ECONOMIC AND SOCIAL EFFECTS; ELECTRIC POWER UTILIZATION; MATHEMATICAL MODELS;

ELECTRICITY CONSUMPTION; ELECTRICITY CONSUMPTION PATTERN; MACRO DECISION; MICRO DECISION; TECHNICAL ENGINEERS;

ELECTRIC LOAD FORECASTING;

EID: 40649115989     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEEM.2007.4419198     Document Type: Conference Paper

References (13)

1. H.Ching-Lai, A.Marmont, W.Simon, M.Shanti, "Analyzing the impact of weather variables on monthly electricity demand", IEEE Transactions, 20, pp. 2078-2085, 2005.
2. F. Egelioglu, A. A. Mohamad, H.Guven, "Economic variables and electricity consumption in Northern Cyprus ", Energy, Energy 26, pp.355-62, 2001.
3. L.Wei, J.Wu, Y.Liu, "Long-term electric load forecasting based on system dynamics", Automation of Electric Power Systems, 24, pp.47, 2000.
4. C.Marie, G.Bernard, R.Patrick, "Forecasting of curves using a Kohonen classification", Journal of Forecasting, 17, pp. 429-439, 1998.
5. P.J.Santos, A.G.Martins, A.J.Pires, J.F.Martins, R.V.Mendes, "Short-term load forecast using trend information and process reconstruction", International Journal of Energy Research, 30, pp. 811-822, 2006.
6. C. Hamzac-ebi, "Forecasting of Turkey's net electricity energy consumption on sectoral bases", Energy Policy, 2006.
7. G.E.Nasr, E.A.Badr, M.R.Younes, "Neural networks in forecasting electrical energy consumption: Univariate and multivariate approaches", International Journal of Energy Research, 26, pp. 67-78, 2002.
8. S.Saab, E.Badr, G.Nasr, "Univariate modeling and forecasting of energy consumption: The case of electricity in Lebanon", Energy, 26, pp. 1-14, 2001.
9. T.W.S.Chow, C.T.Leung, "Neural network based short-term load forecasting using weather compensation", IEEE Transactions on Power Systems, 11, pp. 1736-1742, 1996.
10. Z.Mohamed, P.Bodger, "Forecasting electricity consumption in New Zealand using economic and demographic variables", Energy, 2003.
11. A.Azadeh, F.Ghaderi, S.Sohrabkhani, "Forecasting and modeling electricity demand by an ANN", Applied Mathematics and Computation, 2006.
12. A.Azadeh, F.Ghaderi, S.Tarvardiyan, "Integration of artifical nural network and genetic algoritm to predict electrical energy consumption", Applied mathematical and computation, 2006.
13. Planning and Budget Organization Estimate demand for energy in Iran, Technical Report, Supreme Research Institute in Planning and Development, 1982.