Evaluation of orography and roughness model inputs and deep neural network regression for wind speed predictions

Abstract Many wind energy projects start with resource assessments based on outputs from numerical models followed by meteorological campaigns. These models are imperfect and have a substantial input parameter space. It is difficult to discern how the inputs affect the simulation results. Surface ro...

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Bibliographic Details
Main Authors: Markus Gross, Vanesa Magar, Alfredo Peña
Format: Article
Language:English
Published: Wiley 2022-12-01
Series:Wind Energy
Subjects:
Online Access:https://doi.org/10.1002/we.2782