Title :
Optimal power flow with consideration of wind generation cost
Author :
Shi, L.B. ; Wang, C. ; Yao, L.Z. ; Wang, L.M. ; Ni, Y.X. ; Masoud, B.
Author_Institution :
Grad. Sch. at Shenzhen, Tsinghua Univ., Shenzhen, China
Abstract :
This paper discusses the solution of optimal power flow incorporating wind generation cost. A new model of wind generation cost is presented based on the probability distribution of wind farm power output. In this model, the wind farm generation cost consists of two components: the reserve capacity cost and the environmental benefit loss. Both of the two components could be attributed to the intermittence and uncertainties of wind power. A self-adaptive evolutionary programming method is employed to solve the OPF with wind power incorporated. A case study is conduced based on the IEEE New England test system (10-Geneartor-39-Bus) as benchmark. The simulation results demonstrate the effectiveness and validity of the proposed model and method.
Keywords :
evolutionary computation; load flow; power generation economics; statistical distributions; wind power plants; IEEE New England test system; optimal power flow; probability distribution; self-adaptive evolutionary programming method; wind farm power output; wind generation cost; Discharges; Monte Carlo; intermittence; optimal power flow; self-adaptive evolutionary programming; wind power;
Conference_Titel :
Power System Technology (POWERCON), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-5938-4
DOI :
10.1109/POWERCON.2010.5666679