Short-term electricity prices forecasting in a competitive market by a hybrid PSO-ANFIS approach

• Tipo: Artigo em Revista Científica Internacional
• Data: 2012

Autores

Pousinho, HMI (Autor) Outra; Mendes, VMF (Autor) Outra; Catalao, JPS (Autor) Outra

Revista

Título: International Journal of Electrical Power and Energy Systems

Vol. 39

Páginas: 29-35

ISSN: 0142-0615

Editora: Elsevier

Indexação

ISI Web of Knowledge - 78 Citações

Scopus - 98 Citações

Outras Informações

ID Authenticus: P-002-8T9

DOI: 10.1016/j.ijepes.2012.01.001

Abstract (EN): In this paper, a novel hybrid approach is proposed for electricity prices forecasting in a competitive market, considering a time horizon of 1 week. The proposed approach is based on the combination of particle swarm optimization and adaptive-network based fuzzy inference system. Results from a case study based on the electricity market of mainland Spain are presented. A thorough comparison is carried out, taking into account the results of previous publications, to demonstrate its effectiveness regarding forecasting accuracy and computation time. Finally, conclusions are duly drawn.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 7