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

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2015

Autores

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

Ata de Conferência Internacional

Título: EEM 2015

Páginas: 1-5

12th International Conference on the European Energy Market

Lisboa, 19 a 22 de Maio de 2015

Indexação

ISI Proceedings

ISI Web of Science

Scopus

INSPEC

Classificação Científica

FOS: Ciências da engenharia e tecnologias > Engenharia electrotécnica, electrónica e informática

CORDIS: Ciências Tecnológicas > Engenharia > Engenharia electrotécnica

Outras Informações

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.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 5