Title :
Studies on economic/environmental dispatch for power system integrated with wind farms
Author_Institution :
East China Jiaotong Univ., Nanchang, China
Abstract :
With consideration of the increased costs for maintaining power system stable due to the incorporation of wind power, in this paper, an economic/environmental dispatch stochastic optimization model for power system integrated with large scale wind farms was formulated based on in-depth analysis of the random nature and probability calculations of overestimation and underestimation of available wind power output. The optimization goals are to minimize both the total polluting emission and operational cost as much as possible. An excellent multi-objective optimization algorithm based on the non-dominated sorting differential evolution was proposed to solve this model, and entropy weights and fuzzy set theory were employed to extract the comprehensive optimal solution. The simulation results on a power system with large scale wind farms demonstrate the effectiveness of the proposed method, and the impacts of wind power to power systems optimal dispatch were analyzed from the points of energy saving and emission reduction.
Keywords :
air pollution control; cost reduction; differential equations; evolutionary computation; power generation dispatch; power generation economics; power system stability; wind power plants; comprehensive optimal solution; economic-environmental dispatch stochastic optimization model; emission reduction; energy saving; entropy weights; fuzzy set theory; large-scale wind farms; multiobjective optimization algorithm; nondominated sorting differential evolution; operational cost minimization; power system optimal dispatch; power system stability; probability calculation; total polluting emission minimization; wind power incorporation; wind power output overestimation; wind power output underestimation; Economics; Generators; Optimization; Power systems; Wind farms; Wind power generation; Wind speed; Differential evolution; Entropy weights; Environmental/economic dispatch; Wind-thermal power system;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561071