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Nonstationary fuzzy forecasting of wind and wave climate in very long-term scales

Christos Stefanakos, Eric Vanem

Journal of Ocean Engineering and Science（2018）

Cited 14|Views0
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Abstract
•Combination of FIS/ANFIS models with nonstationary time series modelling.•RMSE, MAPE, MASE and RMSSE are used for the verification of forecasts.•Wind and wave predictions in the Northeast Atlantic Ocean.•Application for wave field predictions.•Wind and wave climatic predictions based on fuzzy systems for the first time.
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Key words
Fuzzy time series,Wind and wave data,Forecasting,Nonstationary,Ocean wind and wave climate
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