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

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...

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Detalhes bibliográficos
Autor principal: Pousinho, Hugo Miguel Inácio (author)
Outros Autores: Mendes, Victor (author), Catalão, João Paulo da Silva (author)
Formato: article
Idioma:eng
Publicado em: 2012
Assuntos:
Electricity Market
Price Forecasting
Swarm Optimization
Neural Networks
Fuzzy Logic
Neural-Network
ARIMA Models
System
Texto completo:http://hdl.handle.net/10400.21/1878
País:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/1878

Texto Completo

http://hdl.handle.net/10400.21/1878

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