Title :
Energy and reserve co-optimization in power system with wind and PV power
Author :
Vasilj, Josip ; Jakus, Damir ; Sarajcev, Petar
Author_Institution :
Dept. of Power Eng., Univ. of Split, Split, Croatia
Abstract :
Due to increase in renewable generation presence in power systems worldwide, current practices in day-ahead or hour-ahead operation planning require revision. Both wind and solar energy governed power sources require forecasting similar to load forecasts performed in traditional power systems. When such stochastic generation reaches significant amounts, traditional day-ahead or hour-ahead operation planning is not suitable, and a novel approach is required in order to ensure reliable and economically efficient generation scheduling. This paper presents an optimization procedure for energy and reserve co-optimization accounting for uncertainty in both wind and solar power forecasting. Problem formulation is based on two-stage stochastic programming where energy and capacity procurement is performed in the first stage, while balancing power or curtailments and load losses are performed in the second stage.
Keywords :
power generation economics; power generation planning; power generation reliability; power generation scheduling; solar power; stochastic programming; wind power; PV power; day-ahead operation planning; energy and reserve cooptimization; hour-ahead operation planning; load forecasting; power generation economic; power generation reliability; power generation scheduling; power system; renewable generation; solar energy; solar power forecasting; stochastic generation; two-stage stochastic programming; wind power forecasting; Optimization; Reactive power; Stochastic processes; Uncertainty; Wind forecasting; Wind power generation; Balancing power; Power system reserves; Stochastic programming; Wind and PV power uncertainty;
Conference_Titel :
European Energy Market (EEM), 2015 12th International Conference on the
Conference_Location :
Lisbon
DOI :
10.1109/EEM.2015.7216679