Forecasting loads and prices in competitive power markets

被引:290
作者
Bunn, DW [1 ]
机构
[1] London Business Sch, London NW1 4SA, England
关键词
agent based simulation; electricity load forecasting; neural networks;
D O I
10.1109/5.823996
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper provides a review of some of the main methodological issues and techniques which have become innovative in addressing the problem of forecasting daily loads and prices in the new competitive power markets. Particular, emphasis is placed upon computationally intensive methods, including variable segmentation, multiple modeling, combinations, and neural networks for forecasting the demand side, and strategic simulation using artificial agents for the supply side.
引用
收藏
页码:163 / 169
页数:7
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