Title :
Economic dispatch model with fuzzy wind constraints and attitudes of dispatchers
Author :
Miranda, Vladimiro ; Hang, Pun Sio
Author_Institution :
Fac. de Engenharia, Porto Univ., Portugal
Abstract :
The letter describes a new economic dispatch algorithm for systems with uncertain wind generation prediction, similar to the classical thermal dispatch model with load on a single bus. The optimization is achieved in a compromise between fuzzy constraints in the magnitude of wind penetration and the variation of running costs. The model includes also the attitudes of the dispatcher toward risk (security) and cost.
Keywords :
costing; fuzzy systems; optimisation; power generation dispatch; power generation economics; wind power plants; costing; economic dispatch model; fuzzy wind constraint; optimization; thermal dispatch model; wind generation prediction; Cost function; Economic forecasting; Power generation; Power generation economics; Predictive models; Security; Thermal loading; Wind energy; Wind energy generation; Wind forecasting; Fuzzy systems; generation dispatch; wind;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2005.857930