Forecast of the bidding curve of generation players in the Iberian electricity market

• Type: Article in International Conference Proceedings Book
• Date: 2015

Authors

Rúben A. Soares (Author) FEUP; João Tomé Saraiva (Author) FEUP; José Nuno Fidalgo (Author) FEUP; Berto C. Martins (Author) Other

Conference proceedings International

Title: EEM 2015

Pages: 1-5

12th International Conference on the European Energy Market

Lisboa, 19 a 22 de Maio de 2015

Indexing

ISI Proceedings

ISI Web of Science

Scopus

INSPEC

Scientific classification

FOS: Engineering and technology > Electrical engineering, Electronic engineering, Information engineering

CORDIS: Technological sciences > Engineering > Electrical engineering

Other information

DOI: 10.1109/EEM.2015.7216659

Abstract (EN): This paper reports the research that was developed to predict biding curves submitted by generation players to the Market Operator of the Iberian Electricity Market. In this scope, we used a data set based on publicly available information from the website of the Market Operator to develop a two-step ANN prediction model. The first step involves the prediction of the amount of energy bidden at zero price and the second ANN predicts the parameters of the equation of the line that better approximates the remaining bid curve. The tests were done using information of a large generation player but this approach can be replicated to other players so that the individual predicted curves can be composed in order to obtain the aggregated selling curve for each hour of the next day.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 5