A new optimal electricity market bid model solved through perspective cuts
- Cristina Corchero 1
- Eugenio Mijangos 2
- F.-Javier Heredia 1
- 1 Universitat Politècnica de Catalunya, España
- 2 Universidad del País Vasco, España
ISSN: 1863-8279, 1134-5764
Year of publication: 2013
Volume: 21
Issue: 1
Pages: 84-108
Type: Article
More publications in: Top
Abstract
On current electricity markets the electrical utilities are faced with very sophisticated decision making problems under uncertainty. Moreover, when focusing in the short-term management, generation companies must include some medium-term products that directly influence their short-term strategies. In this work, the bilateral and physical futures contracts are included into the day-ahead market bid following MIBEL rules and a stochastic quadratic mixed-integer programming model is presented. The complexity of this stochastic programming problem makes unpractical the resolution of large-scale instances with general-purpose optimization codes. Therefore, in order to gain efficiency, a polyhedral outer approximation of the quadratic objective function obtained by means of perspective cuts (PC) is proposed. A set of instances of the problem has been defined with real data and solved with the PC methodology. The numerical results obtained show the efficiency of this methodology compared with standard mixed quadratic optimization solvers.
Funding information
Acknowledgements This work was supported by the Ministry of Science and Technology of Spain through MICINN Project DPI2008-02153.Funders
-
Ministerio de Ciencia y Tecnología
Spain
- DPI2008-02153