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A Comparison of Long-Term Wind Speed Forecasting Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents a time series analysis of historical observations of wind speed in order to project future wind speed trends. For this study, 52 years of data have been used from seven ...
Automated Identification of “Dunkelflaute” Events: A Convolutional Neural Network–Based Autoencoder Approach
Publisher: American Meteorological Society
Abstract: As wind and solar power play increasingly important roles in the European energy system, unfavorable weather conditions, such as “Dunkelflaute” (extended calm and cloudy periods), will pose ever greater challenges to ...