A synthesis of feasible control methods for floating offshore wind turbine system dynamics

KA Shah, F Meng, Y Li, R Nagamune, Y Zhou… - … and Sustainable Energy …, 2021 - Elsevier
During the past decade, the development of offshore wind energy has transitioned from near
shore with shallow water to offshore middle-depth water regions. Consequently, the energy …

[HTML][HTML] Digital tools for floating offshore wind turbines (FOWT): A state of the art

A Ciuriuc, JI Rapha, R Guanche, JL Domínguez-García - Energy Reports, 2022 - Elsevier
Operations and installation on offshore wind and especially floating are complex and difficult
actions due to site accessibility and equipment availability. In this regard, digitalization is …

Stabilization of a multi-frequency open cavity flow with gradient-enriched machine learning control

GYC Maceda, E Varon, F Lusseyran… - Journal of Fluid …, 2023 - cambridge.org
We stabilize an open cavity flow experiment to 1% of its original fluctuation level. For the first
time, a multi-modal feedback control is automatically learned for this configuration. The key …

Enhancing Reliability in Floating Offshore Wind Turbines through Digital Twin Technology: A Comprehensive Review

BQ Chen, K Liu, T Yu, R Li - Energies, 2024 - mdpi.com
This comprehensive review explores the application and impact of digital twin (DT)
technology in bolstering the reliability of Floating Offshore Wind Turbines (FOWTs) and their …

Multivariable model-free adaptive controller design with differential characteristic for load reduction of wind turbines

J Li, S Wang, Z Hou, J Zhao - IEEE Transactions on Energy …, 2021 - ieeexplore.ieee.org
The asymmetric loads on wind turbines are becoming a fatal constraint factor with the
increase of wind turbine size. In order to tackle this challenge, individual pitch control …

Fatigue load minimization for a position-controlled floating offshore wind turbine

B Saunders, R Nagamune - Journal of Marine Science and Engineering, 2023 - mdpi.com
Floating offshore wind farm control via real-time turbine repositioning has a potential in
significantly enhancing the wind farm efficiency. Although the wind farm power capture …

A comprehensive review on advanced control methods for floating offshore wind turbine systems above the rated wind speed

F Didier, YC Liu, S Laghrouche, D Depernet - Energies, 2024 - mdpi.com
This paper presents a comprehensive review of advanced control methods specifically
designed for floating offshore wind turbines (FOWTs) above the rated wind speed. Focusing …

Aerodynamic optimization of a generic light truck under unsteady conditions using gradient-enriched machine learning control

R Semaan, P Oswald, GY Cornejo Maceda… - Experiments in …, 2023 - Springer
We present the first machine-learned multiple-input multiple-output aerodynamic feedback
control under varying operating conditions. Closed-loop control is relevant to many fluid …

Unlocking the potential: A review of artificial intelligence applications in wind energy

S Dörterler, S Arslan, D Özdemir - Expert Systems, 2024 - Wiley Online Library
This paper presents a comprehensive review of the most recent papers and research trends
in the fields of wind energy and artificial intelligence. Our study aims to guide future research …

Machine learning control for floating offshore wind turbine individual blade pitch control

J Velino, SK Kang, MB Kane - Journal of Computing in Civil …, 2022 - ascelibrary.org
Offshore wind energy is a promising option for emission-free power generationbecause its
potential can satisfy the entire US energy demand. However, deep offshore wind energy is …