Title :
Security constrained economic dispatch considering wind energy conversion systems
Author :
Mishra, S. ; Mishra, Y. ; Vignesh, S.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Delhi, New Delhi, India
Abstract :
The available wind power is stochastic and requires appropriate tools in the OPF model for economic and reliable power system operation. This paper exhibit the OPF formulation with factors involved in the intermittency of wind power. Weibull distribution is adopted to find the stochastic wind speed and power distribution. The reserve requirement is evaluated based on the wind distribution and risk of under/over estimation of the wind power. In addition, the Wind Energy Conversion System (WECS) is represented by Doubly Fed Induction Generator (DFIG) based wind farms. The reactive power capability for DFIG based wind farm is also analyzed. The study is performed on IEEE-30 bus system with wind farm located at different buses and with different wind profiles. Also the reactive power capacity to be installed in the wind farm to maintain a satisfactory voltage profile under the various wind flow scenario is demonstrated.
Keywords :
Weibull distribution; asynchronous generators; load flow; power conversion; power generation dispatch; power generation economics; power generation reliability; reactive power; stochastic processes; wind power plants; DFIG based wind farm; IEEE-30 bus system; OPF formulation; OPF model; WECS; Weibull distribution; doubly fed induction generator; optimal power flow; over estimation risk; power distribution; power system operation reliability; reactive power capability; reactive power capacity; security constrained economic dispatch; stochastic wind speed; under estimation risk; wind distribution; wind energy conversion system; wind flow scenario; wind power intermittency; Generators; Microorganisms; Optimization; Reactive power; Wind farms; Wind power generation; Wind speed; Bacterial Foraging Algorithm (BFA); Doubly Fed Induction Generator (DFIG); Optimal Power Flow (OPF); Weibull probability distribution function; Wind energy;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6039544