Title | Piecewise affine dispatch policies for economic dispatch under uncertainty |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Daniel Munoz-Alvarez, Eilyan Bitar, Lang Tong, Jianhui Wang |
Conference Name | 2014 IEEE Power & Energy Society (PES) General Meeting |
Date Published | 07/2014 |
Publisher | IEEE |
Conference Location | National Harbor, MD, USA |
Keywords | CERTS, economic dispatch, Power system modeling, reliability and markets, stochastic optimization |
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. |
DOI | 10.1109/PESGM.2014.6939369 |