IEEE - Institute of Electrical and Electronics Engineers, Inc. - Investigating the use of Reservoir Computing for forecasting the hourly wind speed in short -term

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): A.A. Ferreira ; A.A. Ferreira ; T.B. Ludermir ; R.R.B. de Aquino ; M.M.S. Lira ; O.N. Neto
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 1,649 - 1,656
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4634019
Regular:

This paper presents the results of the models created for forecasting the hourly wind speed in 24-step-forward using Reservoir Computing (RC). RC is a new paradigm that offers an intuitive... View More

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