Price forecasting in deregulated electricity markets - A bibliographical survey

被引:10
作者
Daneshi, H. [1 ]
Daneshi, A. [1 ]
机构
[1] LCG Consulting Engn, Los Altos, CA 94022 USA
来源
2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6 | 2008年
关键词
electricity price forecasting; intelligent systems; artificial neural network; fuzzy logic; regression method; load forecasting;
D O I
10.1109/DRPT.2008.4523487
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In electricity markets, short-term price forecasting plays a vital role in the daily scheduling of generating assets and the estimation of market competitors' payoff. The volatility of electricity market and its uncertain behavior in constrained networks could make it cumbersome to forecast the hourly price of electricity based on conventional methods. This paper gives a bibliographical survey, a brief review and general background of different approaches and developments in the field of price forecasting. We provide an overview of published literature on this topic, highlighting common futures and drawing out some important aspects of the methodology used.
引用
收藏
页码:657 / 661
页数:5
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