Title :
Robust optimization-based AC optimal power flow considering wind and solar power uncertainty
Author :
Samakpong, Titipong ; Ongsakul, Weerakorn ; Polprasert, Jirawadee
Author_Institution :
Asian Inst. of Technol., Klong Luang, Thailand
Abstract :
In this paper, robust optimization based AC optimal power flow (ROPF) considering wind and solar power uncertainty is proposed. ROPF is used to determine optimal power dispatch and locational marginal prices in a day-ahead market while limiting the risk of dispatch cost variation. ROPF is tested on PJM 5-bus system integrating wind and solar PV generation. Simulation results indicate that ROPF results in a lower expected dispatch cost at the same risk preference level than a stochastic nonlinear programming (SNP) approach. Accordingly, it is potentially useful for day-ahead market operator in policy and decision making.
Keywords :
load flow; optimisation; photovoltaic power systems; power generation dispatch; solar power; wind power; AC optimal power flow; PJM 5-bus system; SNP; day-ahead market; dispatch cost variation; locational marginal prices; optimal power dispatch; risk preference level; robust optimization; solar PV generation; solar power uncertainty; stochastic nonlinear programming; wind PV generation; wind power uncertainty; Mathematical model; Optimization; Robustness; Uncertainty; Wind forecasting; Wind power generation; optimal power flow; robust optimization; solar uncertainty; wind uncertainty;
Conference_Titel :
Green Energy for Sustainable Development (ICUE), 2014 International Conference and Utility Exhibition on
Conference_Location :
Pattaya
Print_ISBN :
978-1-4799-2628-2