Adequacy assessment of generating systems containing wind power considering wind speed correlation

被引:81
作者
Gao, Y. [1 ]
Billinton, R. [1 ]
机构
[1] Univ Saskatchewan, Power Syst Res Grp, Saskatoon, SK S7N 0W0, Canada
关键词
ENERGY-CONVERSION SYSTEM; RELIABILITY; FARMS; MODELS;
D O I
10.1049/iet-rpg:20080036
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind power is an important renewable energy resource. Electrical power generation from wind energy behaves quite differently from that of conventional sources, and maintaining a reliable power supply is an important issue in power systems containing wind energy. In these systems, the wind speeds at different wind sites are correlated to some degree if the distances between the sites are not very large. Genetic algorithm methods are applied here to adjust autoregressive moving-average time series models in order to simulate correlated hourly wind speeds with specified wind speed cross-correlation coefficients of two wind sites. Multi-state wind energy conversion system models are used to incorporate the correlated wind farms in reliability studies of generating systems. A method to generate random numbers with specified correlation coefficients for application in a state-sampling Monte Carlo simulation technique is introduced. It is shown that the proposed method can be used in the adequacy assessment of a generating system incorporating partially dependent wind farms.
引用
收藏
页码:217 / 226
页数:10
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