A review on the young history of the wind power short-term prediction

被引:436
作者
Costa, Alexandre [1 ]
Crespo, Antonio [2 ]
Navarro, Jorge [1 ]
Lizcano, Gil [3 ]
Madsen, Henrik [4 ]
Feitosa, Everaldo [5 ]
机构
[1] CIEMAT, Dept Energy, Div Renewable Energies, Madrid 28044, Spain
[2] Univ Politecn Madrid, Dept Ingn Energet & Fluidomecan, Lab Mech Fluidos, ETSII, E-28006 Madrid, Spain
[3] Univ Oxford, Oxford Univ Ctr Environm, Oxford OX1 3QY, England
[4] Tech Univ Denmark, Informat & Math Modelling IMM, DK-2800 Lyngby, Denmark
[5] Ctr Tecnol & Geociencias, Brazilian Wind Energy Ctr CBEE, BR-50740530 Recife, PE, Brazil
关键词
wind energy; short-term prediction; forecasting methods; models (mathematical); statistics; models (physical); meteorology;
D O I
10.1016/j.rser.2007.01.015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper makes a brief review on 30 years of history of the wind power short-term prediction, since the first ideas and sketches on the theme to the actual state of the art oil models and tools, giving emphasis to the most significant proposals and developments. The two principal lines of thought on short-term prediction (mathematical and physical) are indistinctly treated here and comparisons between models and tools are avoided, mainly because, on the one hand, a standard for a measure of performance is still not adopted and, on the other hand, it is very important that the data are exactly the same in order to compare two models (this fact makes it almost impossible to carry out a quantitative comparison between a huge number of models and methods). In place of a quantitative description, a qualitative approach is preferred for this review, remarking the contribution (and innovative aspect) of each model. On the basis of the review, some topics for future research are pointed out. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1725 / 1744
页数:20
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