DocumentCode
135445
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
fYear
2014
fDate
27-31 July 2014
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location
National Harbor, MD
Type
conf
DOI
10.1109/PESGM.2014.6939369
Filename
6939369
Link To Document