Efficient Velocity-Based Quasi-Linear Model Predictive Control for Wind Turbine Side-Side Tower Periodic Load Reductions
Advancements in wind turbine technology have made wind energy more cost-competitive. While taller towers use less material, they are more susceptible to fatigue. This letter introduces a convex model predictive control scheme to actively counteract side-side periodic loads using a velocity-based app...
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Veröffentlicht in: | IEEE control systems letters 2024, Vol.8, p.2619-2624 |
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Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Advancements in wind turbine technology have made wind energy more cost-competitive. While taller towers use less material, they are more susceptible to fatigue. This letter introduces a convex model predictive control scheme to actively counteract side-side periodic loads using a velocity-based approach, which captures the system's nonlinear behavior without requiring extensive prior operating points. A quasi-linear parameter-varying dynamic model for wind turbine towers is established through model demodulation transformation. Simulation results show a 96% reduction in net force in the side-side direction at the tower top under turbulent wind conditions. |
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ISSN: | 2475-1456 |
DOI: | 10.1109/LCSYS.2024.3508616 |