Title :
Piecewise affine dispatch policies for economic dispatch under uncertainty
Author :
Munoz-Alvarez, Daniel ; Bitar, Eilyan ; Lang Tong ; Jianhui Wang
Author_Institution :
Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY, USA
Abstract :
Stochastic optimization has become one of the fundamental mathematical frameworks for modeling power systems with important sources of uncertainty in the demand and supply sides. In this framework, a main challenge is to find optimal dispatch policies and settlement schemes that support a market equilibrium. In this paper, the economic dispatch under linear network constraints and resource uncertainty is revisited. Piece-wise affine continuous dispatch policies and locational prices that support a market equilibrium using a two-settlement scheme are derived. We find that the ex-post locational prices are piecewise affine continuous functions of the system uncertainties.
Keywords :
optimisation; power generation dispatch; power generation economics; power markets; pricing; economic dispatch; ex-post locational prices; fundamental mathematical frameworks; linear network constraint; market equilibrium; optimal dispatch policy; piecewise affine continuous dispatch policy; piecewise affine continuous functions; power system modeling; resource uncertainty; stochastic optimization; system uncertainties; two-settlement scheme; Approximation methods; Computational modeling; Mathematical model; Optimization; Power systems; Stochastic processes; Uncertainty;
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
DOI :
10.1109/PESGM.2014.6939369