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An MPEC model for Strategic Offers in a Jointly Cleared Energy and Reserve Market under Stochastic Production
- Publication Year :
- 2019
- Publisher :
- Elsevier, 2019.
-
Abstract
- This work, based on Stackelberg hypothesis, considers a conventional power producer exercising their dominant position in an electricity pool with high penetration of wind power production. A bi-level optimization model is used to provide optimal offer strategies for the aforementioned producer in a jointly cleared energy and reserve pool settled through an hourly auction process. The upper-level problem illustrates the expected profit optimization of the strategic producer while the lower-level problem represents the energy-only market clearing process through a two-stage stochastic program. The first stage clears the day ahead market, and the second stage presents the system operation in balancing time though a set of plausible wind power production realizations. The bi-level problem is recast into mathematical programming with equilibrium constraints (MPEC) which is then reformulated into an MILP. These transformations occur using the Karush-Kuhn-Tucker optimality conditions and the strong duality theory. The suggested model provides optimal strategic offers and local marginal prices under different levels of wind penetration and network line transmission capacities.
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi...........042f964d56b1980981faaf21858118ad
- Full Text :
- https://doi.org/10.1016/b978-0-12-818634-3.50273-3