IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hybrid Approach Combining SARIMA and Neural Networks for Multi-Step Ahead Wind Speed Forecasting in Brazil

Author(s): David B. Alencar ; Carolina M. Affonso ; Roberto C. L. Oliveira ; Jose C. R. Filho
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2018
Volume: 6
Page(s): 55,986 - 55,994
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2018.2872720
Regular:

This paper proposes a hybrid approach based on seasonal autoregressive integrated moving average (SARIMA) and neural networks for multi-step ahead wind speed forecasting using explanatory... View More

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