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From Lidar Measurement to Rotor Effective Wind Speed Prediction: Empirical Mode Decomposition and Gated Recurrent Unit Solution

Conventional wind speed sensors face difficulties in measuring wind speeds at multiple points, and related research on predicting rotor effective wind speed (REWS) is lacking. The utilization of a lidar device allows accurate REWS prediction, enabling advanced control technologies for wind turbines....

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Principais autores: Shuqi Shi, Zongze Liu, Xiaofei Deng, Sifan Chen, Dongran Song
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-11-01
Serier:Sensors
Fag:
wind lidar
rotor effective wind speed prediction
empirical mode decomposition
gated recurrent unit
equilibrium optimizer
Online adgang:https://www.mdpi.com/1424-8220/23/23/9379
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