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Anastasia Ioannou

Technical University of Denmark

SCHOLARLY PAPERS

3

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199

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Scholarly Papers (3)

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1.

Deep Learning-Enhanced Model Predictive Control of Wind Turbine for Constant Power Tracking and Tower Fore-Aft Damping

Number of pages: 47 Posted: 23 Nov 2023
Tenghui Li, Jin Yang and Anastasia Ioannou
University of Glasgow, University of Glasgow and Technical University of Denmark
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model predictive control, deep learning model, aerodynamic forecasting, wind turbine control, fore-aft compensation

2.

Model Predictive Control of Generator, Pitch, Shaft Rotation, and Tower Damping Based on Deep-Learning Online Wind Power Strategy

Number of pages: 87 Posted: 26 Feb 2024
Tenghui Li, Jin Yang and Anastasia Ioannou
University of Glasgow, University of Glasgow and Technical University of Denmark
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model predictive control, deep learning model, aerodynamics forecasting, wind turbine control, online power strategy

3.

Data-Driven Control of Wind Turbine Under Online Power Strategy Via Deep Learning and Reinforcement Learning

Number of pages: 38 Posted: 23 Apr 2024
Tenghui Li, Jin Yang and Anastasia Ioannou
University of Glasgow, University of Glasgow and Technical University of Denmark
Downloads 32

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model predictive control, deep learning, reinforcement learning, wind turbine control