Statistical downscaling of numerical weather prediction based on convolutional neural networks

Statistical downscaling of numerical weather prediction based on convolutional neural networks

Numerical Weather Prediction (NWP) is a necessary input for short-term wind power forecasting. Existing NWP models are all based on purely physical models. This requires mainframe computers to perform large-scale numerical calculations and the technical threshold of the assimilation process is high....

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Bibliographic Details
Main Authors: Hongwei Yang, Jie Yan, Yongqian Liu, Zongpeng Song
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-04-01
Series:Global Energy Interconnection
Subjects:
Convolutional Neural Network
Deep learning
Numerical Weather Prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S209651172200038X

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