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Resolving Nonstationary Spectral Information in Wind Speed Time Series Using the Hilbert–Huang Transform
Publisher: American Meteorological Society
Abstract: This work is motivated by the observation that large-amplitude wind fluctuations on temporal scales of 1?10 h present challenges for the power management of large offshore wind farms. Wind fluctuations on these scales are ...
Generation of Scenarios from Calibrated Ensemble Forecasts with a Dual-Ensemble Copula-Coupling Approach
Publisher: American Meteorological Society
Abstract: robabilistic forecasts in the form of ensembles of scenarios are required for complex decision-making processes. Ensemble forecasting systems provide such products but the spatiotemporal structures of the forecast uncertainty ...
Convolutional Encoding and Normalizing Flows: A Deep Learning Approach for Offshore Wind Speed Probabilistic Forecasting in the Mediterranean Sea
Publisher: American Meteorological Society
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