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Hybrid meta-optimized GNN network to optimize pitch angle and active power of wind turbines for reducing fatigue load | Synapse
March 3, 2026
Hybrid meta-optimized GNN network to optimize pitch angle and active power of wind turbines for reducing fatigue load
GB
Guan Bai
Guangzhou Maritime College
PB
Ping Bai
LW
Luobin Wang
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Puntos clave
Optimizing pitch angle and active power can significantly reduce fatigue load on wind turbines.
The method implemented involves a hybrid meta-optimized GNN network designed for efficiency.
Results indicate a measurable decrease in fatigue load, enhancing overall turbine performance.
This approach may enable better energy output while prolonging the lifespan of wind turbine systems.
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Bai et al. (Wed,) studied this question.
synapsesocial.com/papers/69a7608bc6e9836116a2d65c
https://doi.org/https://doi.org/10.1016/j.energy.2026.140309