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Modeling bidding curves: The linear hinges. Model versus the sigmo model

A. Mateo, E.F. Sánchez-Úbeda, A. Muñoz, J. García-González, J. Villar, M. Casado, A. Sáiz, E.J. García, R. González

IEEE PowerTech Conference - PowerTech 2001, Oporto (Portugal). 10-13 septiembre 2001


Resumen:

In this paper, we present and compare two approaches to model supply and demand curves of a sealed-bid auction market. Both the Linear Hinges model and the Sigmo model are able to extract the relevant information from these bidding curves, without losing significant market information. We discuss their main similarities and important differences using an unified framework, to highlight their main strengths and weakness. A practical comparative study based on real supply functions from the Californian electricity market has been included to derive practical conclusions.


Palabras clave: Bidding curves, supply functions, electricity market, curve fitting, data mining, automatic learning, neural networks.


DOI: DOI icon https://doi.org/10.1109/PTC.2001.964635

Fecha de publicación: 2001-09-10.



Cita:
A. Mateo, E.F. Sánchez-Úbeda, A. Muñoz, J. García-González, J. Villar, M. Casado, A. Sáiz, E.J. García, R. González, Modeling bidding curves: The linear hinges. Model versus the sigmo model, IEEE PowerTech Conference - PowerTech 2001, Oporto (Portugal). 10-13 septiembre 2001.


    Líneas de investigación:
  • *Predicción y Análisis de Datos
  • *Programación de la Operación a Corto Plazo, Elaboración de Ofertas y Análisis de Reservas de Operación

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