LSTM-NN Yaw Control of Wind Turbines Based on Upstream Wind Information

LSTM-NN Yaw Control of Wind Turbines Based on Upstream Wind Information

Based on wind lidar, a novel yaw control scheme was designed that utilizes forecast wind information. The new scheme can reduce the power loss caused by the lag of accurate measurement data in the traditional yaw control strategy. A theoretical analysis of the power loss caused by the traditional wi...

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Bibliographic Details
Main Authors: Wenting Chen, Hang Liu, Yonggang Lin, Wei Li, Yong Sun, Di Zhang
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Energies
Subjects:
wind turbine
lidar
yaw power
lstm-nn yaw control
wind evolution
fast/simulink
Online Access:https://www.mdpi.com/1996-1073/13/6/1482

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