DWRF combines a diffusion-model climatological prior with a coarse-to-fine regression and SDEdit to generate accurate, low-cost, 1 km ensemble weather forecasts for a wind farm.
Engineering Science & Technology Journal 5(7), 2379–2401 (2024)
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Supporting renewable energy planning and operation with data-driven high-resolution ensemble weather forecast
DWRF combines a diffusion-model climatological prior with a coarse-to-fine regression and SDEdit to generate accurate, low-cost, 1 km ensemble weather forecasts for a wind farm.