Title :
Simulating the Impact of Wind Production on Locational Marginal Prices
Author :
Morales, Juan M. ; Conejo, Antonio J. ; Pérez-Ruiz, Juan
Author_Institution :
Univ. of Castilla-La Mancha, Ciudad Real, Spain
fDate :
5/1/2011 12:00:00 AM
Abstract :
This paper analyzes the impact of wind production on the locational marginal prices of a fully competitive pool-based electricity market. Wind productions are modeled as negative loads and characterized by historical data records. The analysis pertains to the structural relationship between wind production and locational marginal prices, and disregards the collateral effect of strategic offering. The study presented allows a statistical characterization of locational marginal prices as a function of the statistical data of the wind plants and the structure of the considered electric energy system.
Keywords :
power generation economics; power markets; pricing; statistical analysis; wind power plants; electric energy system; full competitive pool-based electricity market; locational marginal prices; statistical characterization; statistical data; wind plants; wind production; Analytical models; Distribution functions; Matrix decomposition; Production; Random variables; Transmission line matrix methods; Wind energy; Wind energy generation; Wind farms; Wind speed; Locational marginal prices (LMPs); market clearing; simulation; wind power;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2010.2052374