Title :
Impacts of Wind Power Penetration on Combined Economic and Emission Dispatch
Author :
Zhan, Junpeng ; Wu, Q.H. ; Guo, Chuangxin ; Zhang, Linda L. ; Bazargan, Masoud
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
This paper presents a combined economic and emission dispatch (CEED) model incorporating the wind power which minimizes both the cost and the emission objectives. Considering the stochastic nature of wind power, cost due to both the underestimation and the overestimation of wind power and the fuel costs are incorporated into the cost objective. A multi-objective evolutionary algorithm, group search optimizer with multiple producers (GSOMP), is adopted to solve the CEED model on a modified IEEE 30-bus system incorporating two wind units. The simulation results show that the CEED model is well solved by the GSOMP and some conclusions are obtained.
Keywords :
air pollution; evolutionary computation; power generation dispatch; power generation economics; wind power plants; CEED model; GSOMP; IEEE 30-bus system; combined economic and emission dispatch; group search optimizer with multiple producers; multiobjective evolutionary algorithm; wind power penetration; Economics; Educational institutions; Load modeling; Power systems; Wind power generation; Wind speed; Wind power penetration; economic dispatch; emission; multi-objective optimization;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695426