Title :
Research on correlation evaluation and joint probability model of multi-wind generation scenarios
Author :
Tao Shi;Lingzhi Zhu;Xiangyan Wang
Author_Institution :
China Electric Power Research Institute, Nan Jing, China
Abstract :
In this paper, in order to quantify the correlation and joint probability character between different wind farms, the relativity analysis theory is used in the correlation evaluation of multi-wind farms, located in different positions. And then a method for modeling the joint probability distribution of wind resource in multi-wind farms is provided, which is based on the copula function. The availability of this method are demonstrated by an actual case with two wind farms, located in northwest of China.
Keywords :
"Correlation","Wind farms","Wind","Probabilistic logic","Distribution functions","Indexes","Probability distribution"
Conference_Titel :
Electric Utility Deregulation and Restructuring and Power Technologies (DRPT), 2015 5th International Conference on
DOI :
10.1109/DRPT.2015.7432547