Vertical wind speed extrapolation model using long short‐term memory and particle swarm optimization

Vertical wind speed extrapolation model using long short‐term memory and particle swarm optimization

Abstract Investigating the potential for deploying a wind farm requires accurate knowledge of the vertical profile of wind speed (WS), both temporal and with height. Commonly, WS estimations at different heights involves calculating site‐dependent parameters such as roughness length, atmospheric con...

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Bibliographic Details
Main Authors: Ali Al‐Shaikhi, Hilal Nuha, Mohamed Mohandes, Shafiqur Rehman, Monterico Adrian
Format: Article
Language:English
Published: Wiley 2022-12-01
Series:Energy Science & Engineering
Subjects:
artificial neural networks
logarithmic law
long short‐term memory
particle swarm optimization
vertical extrapolation
wind speed
Online Access:https://doi.org/10.1002/ese3.1291

Internet

https://doi.org/10.1002/ese3.1291

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