Title :
An Investigation on the Active-Power Variations of Wind Farms
Author :
Lin, Weixing ; Wen, Jinyu ; Cheng, Shijie ; Lee, Wei-Jen
Author_Institution :
State Key Lab. of Adv. Electromagn. Eng. & Technol. (AEET), Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Variation is one of the most important inherent characteristics of wind power. Very few common methods exist to quantify the variations. This presents difficulty for the security and efficiency operations of power systems if large-scale wind power is included. Based on the analysis results from the large amounts of field measurements from nine aggregated wind farms, it is found that the t location-scale distribution and the Laplace distribution are able to cope with this problem. A systemic methodology is proposed accordingly. Therefore, the characteristic of the wind-power variations could be appropriately represented.
Keywords :
Laplace transforms; distribution networks; power system security; wind power plants; Laplace distribution; active-power variations; field measurements; large-scale wind power; power systems; security operations; t location-scale distribution; wind farms; Correlation; Fitting; Histograms; Logistics; Probability distribution; Wind farms; Wind power generation; Power systems; probability; wind; wind power; wind power generation;
Journal_Title :
Industry Applications, IEEE Transactions on
DOI :
10.1109/TIA.2012.2190817