Multivariable neural network to postprocess short‐term, hub‐height wind forecasts

Abstract This work introduces a novel error correction method for short‐term, hub‐height wind speed forecasting systems aimed at power output prediction. We present a multivariable neural network that is trained to reduce the error in wind speed predictions out of a numerical weather prediction (NWP...

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Bibliographic Details
Main Authors: Andrés A. Salazar, Yuzhang Che, Jiafeng Zheng, Feng Xiao
Format: Article
Language:English
Published: Wiley 2022-07-01
Series:Energy Science & Engineering
Subjects:
Online Access:https://doi.org/10.1002/ese3.928