IEEE - Institute of Electrical and Electronics Engineers, Inc. - Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Ronaldo R. B. de Aquino ; Ramon B. Souza ; Otoni Nobrega Neto ; Milde M. S. Lira ; Manoel A. Carvalho ; Aida A. Ferreira
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280687
Regular:

This article presents results from models developed to improve wind speed forecasting based on techniques of echo state networks, multi-layer perceptron (MLP) and neuro-fuzzy system (ANFIS). Wind... View More

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