Title :
The probability distribution calculation of Wind Power Penetration
Author :
Hong, Yang ; Jianxin, Liu ; Qiaolin, Ding
Author_Institution :
Sch. of Electr. & Electron. Eng., North China Electr. Power Univ., Baoding, China
Abstract :
WPP(Wind Power Penetration) is an important indicator to ensure wind power system security. It is with great practical significance for knowing probability distribution of WPP. There were two types of method to calculate probability distribution of WPP in the past. One type of method which used statistic theory to calculate were fast but had to know simple function relationship between WPP and load. Another type of method which used stochastic simulation to calculate could be fit for complex relationship between WPP and load but were very slow. To solve the problem, a flexibility method is given in the paper. Firstly, a piecewise linear function is given to express the relationship of WPP and load, and then a formula of calculating probability density of WPP is derived by applying the probability theory. The given method for calculating probability distribution of WPP is not only clear, simple, but also fast in speed. It is an ideal method. A practical calculation example shows that the method of this paper is effective and significance.
Keywords :
piecewise linear techniques; power station load; power system security; probability; wind power; wind power plants; piecewise linear function; power system load; probability density; probability distribution calculation; stochastic simulation; wind power penetration; wind power system security; Load modeling; Power systems; Probability density function; Probability distribution; Security; Wind power generation; Piecewise Linear Function; Probability Distribution; Wind Power Penetration;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554906