Innovative transformer neural network for wind density function estimation at different hub heights of turbine

Innovative transformer neural network for wind density function estimation at different hub heights of turbine

Abstract Accurate estimation of wind power potential is important for resource assessment to install wind turbine. Weibull distribution functions (WDF) have been widely used and it is a function of wind speed (WS). With Turbine hub height WS get changes and it form complex nonlinear equations with W...

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Bibliographic Details
Main Authors: Amit Kumar Yadav, Vibha Yadav, Walle Tilahun
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Cubic factor
Weibull
Wind power density
Wind potential
Transformer
Online Access:https://doi.org/10.1038/s41598-025-05901-5
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