Title :
Environmental Protection and Security Considered Dynamic Economic Dispatch for Wind Farm Integrated Systems
Author :
Guan, Yongchang ; Wang, Yansong ; Tan, Zhiyong
Author_Institution :
China Univ. of Pet., Qingdao, China
Abstract :
Wind power output is a random variable, and before the random variables realized, the power system scheduling decisions must be made. Based on stochastic chance-constrained programming theory, a dynamic economic dispatching model for wind farm integrated systems was established to solve this problem. The power system security and stability, environmental protection and system cost were all taken into the objective function. The model was solved by a hybrid particle swarm optimization and tabu search algorithm(PSO-TS) in which the closed Monte Carlo simulation was introduced. The closed Monte Carlo simulation solves the problem that the Forecasting level of wind power output cannot meet the demand of power system. The results of IEEE30 system with wind farms show that the proposed dispatch model is reasonable and the algorithm is feasible.
Keywords :
Monte Carlo methods; particle swarm optimisation; power generation dispatch; power generation economics; power generation protection; power generation scheduling; power system security; power system stability; search problems; stochastic programming; wind power plants; IEEE30 system; PSO-TS; closed Monte Carlo simulation; dynamic economic dispatching model; environmental protection; hybrid particle swarm optimization; objective function; power system cost; power system scheduling decisions; power system security; power system stability; stochastic chance-constrained programming theory; tabu search algorithm; wind farm integrated systems; wind power output forecasting level; Economics; Power system stability; Stability analysis; Thermal stability; Wind farms; Wind power generation; Wind speed;
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2012 Asia-Pacific
Conference_Location :
Shanghai
Print_ISBN :
978-1-4577-0545-8
DOI :
10.1109/APPEEC.2012.6307116