Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecasting

• Tipo: Artigo em Revista Científica Internacional
• Data: 2011

Autores

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

Revista

Título: IEEE Transactions on Power Systems

Vol. 26 Nº 2

Páginas: 137-144

ISSN: 0885-8950

Editora: IEEE

Indexação

ISI Web of Knowledge - 193 Citações

Scopus - 227 Citações

Outras Informações

ID Authenticus: P-002-VC2

DOI: 10.1109/tpwrs.2010.2049385

Abstract (EN): A novel hybrid approach, combining wavelet transform, particle swarm optimization, and adaptive-network-based fuzzy inference system, is proposed in this paper for short-term electricity prices forecasting in a competitive market. 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. Finally, conclusions are duly drawn.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 8