Domain-informed CNN architectures for downscaling regional wind forecasts

High-resolution wind speed forecasts are of great importance to the wind energy industry, from short-term energy forecasting and trading to longer-term resource assessment and planning. Generating high-resolution regional wind forecasts currently requires compute-intensive numerical models to downsc...

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Bibliographic Details

Published in:	Energy and AI
Main Authors:	Alexander M. Campbell, Simon C. Warder, B. Bhaskaran, Matthew D. Piggott
Format:	Article
Language:	English
Published:	Elsevier 2025-05-01
Subjects:	Weather Wind energy Downscaling CNN
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666546825000175