Articles | Volume 8, issue 10
https://doi.org/10.5194/wes-8-1553-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-8-1553-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Analysis and multi-objective optimisation of wind turbine torque control strategies
Flow Physics and Technology, Faculty of Aerospace Engineering, Delft University of Technology, Delft, the Netherlands
Delft Center for Systems and Control, Faculty of Mechanical Engineering, Delft University of Technology, Delft, the Netherlands
Sebastiaan Paul Mulders
Delft Center for Systems and Control, Faculty of Mechanical Engineering, Delft University of Technology, Delft, the Netherlands
Yichao Liu
Delft Center for Systems and Control, Faculty of Mechanical Engineering, Delft University of Technology, Delft, the Netherlands
Simon Watson
Flow Physics and Technology, Faculty of Aerospace Engineering, Delft University of Technology, Delft, the Netherlands
Jan-Willem van Wingerden
Delft Center for Systems and Control, Faculty of Mechanical Engineering, Delft University of Technology, Delft, the Netherlands
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Cited
13 citations as recorded by crossref.
- Independent Pitch Adaptive Control of Large Wind Turbines Using State Feedback and Disturbance Accommodating Control Y. Liu et al. https://doi.org/10.3390/en17184619
- Reinforcement Learning–Based Adaptive Torque Control of a Wind Turbine: An Experimental Study L. Schena et al. https://doi.org/10.1088/1742-6596/3224/5/052036
- Enhanced Modeling of Joint Yaw and Axial Induction Control Using Blade Element Momentum Methods J. Liew et al. https://doi.org/10.1088/1742-6596/2767/3/032018
- On the Analysis and Synthesis of Wind Turbine Side–Side Tower Load Control via Demodulation A. Pamososuryo et al. https://doi.org/10.1109/TCST.2024.3377508
- COFLEX: a novel set point optimiser and feedforward–feedback control scheme for large, flexible wind turbines G. Lazzerini et al. https://doi.org/10.5194/wes-10-1303-2025
- Performance Validation of Control Algorithm Considering Independent Generator Torque Control in PCS D. Kim et al. https://doi.org/10.3390/app142411598
- Control design for floating wind turbines: a novel feedback control structure A. Hegazy et al. https://doi.org/10.5194/wes-11-3455-2026
- Experimental Validation of Tower Natural Frequency Skipping via COFLEX Set-Point Optimization G. Lazzerini et al. https://doi.org/10.1088/1742-6596/3224/5/052019
- Optimization-Based Energy Management of a Standalone Hybrid Power Plant Using a Hybrid IHEO–PSO Metaheuristic Framework M. Tariq et al. https://doi.org/10.3390/en19184429
- Multi-objective calibration of vertical-axis wind turbine controllers: balancing aero-servo-elastic performance and noise L. Brandetti et al. https://doi.org/10.5194/wes-9-471-2024
- Frequency-Domain Insights Into Wind Speed Estimation Using Immersion and Invariance: Steady-State and Rotor-Dynamic Properties S. Mulders et al. https://doi.org/10.1088/1742-6596/3224/5/052021
- Analysis and calibration of optimal power balance rotor-effective wind speed estimation schemes for large-scale wind turbines A. Pamososuryo et al. https://doi.org/10.5194/wes-10-987-2025
- Optimal wind turbine derating strategies by COFLEX with dynamic controller calibration rules A. Pamososuryo et al. https://doi.org/10.1088/1742-6596/3224/5/052014
13 citations as recorded by crossref.
- Independent Pitch Adaptive Control of Large Wind Turbines Using State Feedback and Disturbance Accommodating Control Y. Liu et al. https://doi.org/10.3390/en17184619
- Reinforcement Learning–Based Adaptive Torque Control of a Wind Turbine: An Experimental Study L. Schena et al. https://doi.org/10.1088/1742-6596/3224/5/052036
- Enhanced Modeling of Joint Yaw and Axial Induction Control Using Blade Element Momentum Methods J. Liew et al. https://doi.org/10.1088/1742-6596/2767/3/032018
- On the Analysis and Synthesis of Wind Turbine Side–Side Tower Load Control via Demodulation A. Pamososuryo et al. https://doi.org/10.1109/TCST.2024.3377508
- COFLEX: a novel set point optimiser and feedforward–feedback control scheme for large, flexible wind turbines G. Lazzerini et al. https://doi.org/10.5194/wes-10-1303-2025
- Performance Validation of Control Algorithm Considering Independent Generator Torque Control in PCS D. Kim et al. https://doi.org/10.3390/app142411598
- Control design for floating wind turbines: a novel feedback control structure A. Hegazy et al. https://doi.org/10.5194/wes-11-3455-2026
- Experimental Validation of Tower Natural Frequency Skipping via COFLEX Set-Point Optimization G. Lazzerini et al. https://doi.org/10.1088/1742-6596/3224/5/052019
- Optimization-Based Energy Management of a Standalone Hybrid Power Plant Using a Hybrid IHEO–PSO Metaheuristic Framework M. Tariq et al. https://doi.org/10.3390/en19184429
- Multi-objective calibration of vertical-axis wind turbine controllers: balancing aero-servo-elastic performance and noise L. Brandetti et al. https://doi.org/10.5194/wes-9-471-2024
- Frequency-Domain Insights Into Wind Speed Estimation Using Immersion and Invariance: Steady-State and Rotor-Dynamic Properties S. Mulders et al. https://doi.org/10.1088/1742-6596/3224/5/052021
- Analysis and calibration of optimal power balance rotor-effective wind speed estimation schemes for large-scale wind turbines A. Pamososuryo et al. https://doi.org/10.5194/wes-10-987-2025
- Optimal wind turbine derating strategies by COFLEX with dynamic controller calibration rules A. Pamososuryo et al. https://doi.org/10.1088/1742-6596/3224/5/052014
Saved (final revised paper)
Latest update: 07 Oct 2026
Short summary
This research presents the additional benefits of applying an advanced combined wind speed estimator and tip-speed ratio tracking (WSE–TSR) controller compared to the baseline Kω2. Using a frequency-domain framework and an optimal calibration procedure, the WSE–TSR tracking control scheme shows a more flexible trade-off between conflicting objectives: power maximisation and load minimisation. Therefore, implementing this controller on large-scale wind turbines will facilitate their operation.
This research presents the additional benefits of applying an advanced combined wind speed...
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