Adaptive Control of the Aerodynamic Flaps of the Savonius Rotor Under Variable Wind Loads
Source abstract
Abstract
This study presents the development of an adaptive control system for aerodynamic flaps of a two-tier vertical-axis Savonius wind rotor to improve performance under variable wind loads. The approach includes detailed kinematic and dynamic modeling of the flap actuation mechanism, accounting for real-world nonlinearities such as backlash, friction, and impact loads. The mechanical transmission system is analyzed to evaluate the influence of design parameters on system dynamics and control accuracy. A mathematical model of an adaptive PID controller is proposed, capable of real-time adjustment of gain parameters based on external wind torque. Numerical simulations under various wind conditions demonstrate that adaptive tuning significantly enhances system stability, reduces overshoot, and ensures faster response compared to fixed-parameter controllers. Sensitivity analysis confirms the importance of mass distribution, mechanical stiffness, and damping in minimizing vibrations and ensuring durability. The developed system provides a reliable solution for efficient wind energy conversion in dynamic environments, including urban and coastal applications.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Wind Energy Research and Development · Aeolian processes and effects · Wind and Air Flow Studies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Electronic Engineering, Almaty University of Power Engineering and Telecommunications named after G. Daukeev, Almaty 05000, Kazakhstan
Department of Telecommunications, University of Ruse, 8 Studentska Str., 7004 Ruse, Bulgaria
Funding
Committee of Science of the Ministry of Science and Higher Education of the Republic of Kazakhstan
References (41)
Show source-provided references
1. Numerical Investigation of Flow Characteristics and Performance of a Savonius Wind Turbine with Various Blade Shapes
2. Islam, M., Ting, D.S.-K., and Fartaj, A. (November, January 31). Performance Analysis of a Vertical Axis Wind Turbine with Variable Pitch Mechanism. Proceedings of the ASME 2008 International Mechanical Engineering Congress and Exposition, Boston, MA, USA.
3. Development of a Monitoring System for the State of the Main Components of the Wind Turbine
4. An integrated dynamic model for evaluating the influence of ground to air heat transfer system on heating, cooling and CO2 supply in greenhouses: Considering crop transpiration10.1016/j.renene.2021.03.120 ↗
5. Wind tunnel experiments of a newly developed two-bladed Savonius-style wind turbine10.1016/j.apenergy.2014.10.022 ↗
6. Investigation on aerodynamics and active flow control of a vertical axis wind turbine with flapped airfoil10.1007/s12206-017-0312-0 ↗
7. Adaptive and predictive control strategies for wind turbine systems: A survey10.1109/JAS.2019.1911375 ↗
8. Responses of vertical axis wind turbines to gusty winds
9. Anthony, M., Prasad, V., Raju, K., Alsharif, M.H., Geem, Z.W., and Hong, J. (2020). Design of Rotor Blades for Vertical Axis Wind Turbine with Wind Flow Modifier for Low Wind Profile Areas. Sustainability, 12.10.3390/su12198050 ↗
10. Li, L., Chopra, I., Zhu, W., and Yu, M. (2021). Performance Analysis and Optimization of a Vertical-Axis Wind Turbine with a High Tip-Speed Ratio. Energies, 14.10.3390/en14040996 ↗
11. Sayyad, J., Ramesh, B.T., and Attarde, K. (2024, January 26–27). A Systematic PID Tuning for Enhanced Performance in a Wind Turbine Systems. Proceedings of the 2024 Asia Pacific Conference on Innovation in Technology (APCIT), Mysuru, India.10.1109/APCIT62007.2024.10673570 ↗
12. Maximum power point tracking strategy for large-scale wind generation systems considering wind turbine dynamics10.1109/TIE.2015.2395384 ↗
13. Flow control for high-solidity vertical axis wind turbine based on adaptive flap10.1016/j.enconman.2021.114845 ↗
14. Performance improvement of adaptive flap on flow separation control and its effect on VAWT10.1016/j.energy.2020.118809 ↗
15. Geometry optimization of vertical axis wind turbine with Gurney flap for performance enhancement at low, medium and high ranges of tip speed ratios
16. Performance enhancement of a vertical axis wind turbine using a slotted deflective flap at the trailing edge10.1016/j.enconman.2022.116388 ↗
17. Drag reducer design of wind turbine blade under flap-wise fatigue testing10.1016/j.compstruct.2023.117094 ↗
18. Impacts of Gurney flap and solidity on the aerodynamic performance of vertical axis wind turbines in array configurations10.1016/j.energy.2020.118915 ↗
19. Wind farm interference and terrain interaction simulation by means of an adaptive actuator disc10.1016/j.jweia.2018.12.018 ↗
20. Numerical investigation and improvement of the aerodynamic performance of a modified elliptical-bladed Savonius-style wind turbine10.3934/energy.2023055 ↗
21. Ang, E.B., and Honra, J.P. (2025). Theoretical Aerodynamic Performance and FEA Analysis of a Novel Three-Blade Savonius Wind Turbine Blade with Pointed Deflectors. Dynamics, 5.10.3390/dynamics5010008 ↗
22. Singh, P., Jaiswal, V., Roy, S., and Singh, R.K. (2023). Maximizing Savonius Turbine Performance using Kriging Surrogate Model and Grey Wolf-Driven Cylindrical Deflector Optimization. arXiv.
23. Singh, P., Jaiswal, V., Roy, S., Tyagi, A., Kumar, G., and Singh, R.K. (2024). Quantum-Based Salp Swarm Algorithm Driven Design Optimization of Savonius Wind Turbine-Cylindrical Deflector System. arXiv.
24. Aerodynamic performance improvement of Savonius wind turbine through a passive flow control method using grooved surfaces on a deflector10.1016/j.oceaneng.2023.115282 ↗
25. Performance assessment of an innovative Gurney flap for straight-bladed vertical axis wind turbine10.1016/j.renene.2021.12.098 ↗
26. Effects of the Reynolds number and reduced frequency on the aerodynamic performance and dynamic stall behaviors of a vertical axis wind turbine10.1016/j.enconman.2023.117513 ↗
27. Fazylova, A., Iliev, T., Stoyanov, I., and Siemens, E. (2024). Height Control System for Wind Turbines Based on Critical Wind Speed Calculation. Appl. Sci., 14.10.3390/app14219802 ↗
28. Numerical Modeling of Wind Turbine Wakes10.1115/1.1471361 ↗
29. Book Review: ‘Wind Turbine Design—With Emphasis on (The) Darrieus Concept’10.1260/030952403321833789 ↗
30. The Darrieus wind turbine: Proposal for a new performance prediction model based on CFD10.1016/j.energy.2011.05.036 ↗
31. CFD Simulation of a Vertical Axis Wind Turbine Operating at a Moderate Tip Speed Ratio: Guidelines for Minimum Domain Size and Azimuthal Increment10.1016/j.renene.2017.02.006 ↗
32. Critical issues in the CFD simulation of Darrieus wind turbines10.1016/j.renene.2015.06.048 ↗
33. Wind tunnel and numerical study of a small vertical axis wind turbine10.1016/j.renene.2009.07.025 ↗
34. Three-dimensional effects and arm effects on modeling a vertical axis tidal current turbine10.1016/j.renene.2010.03.002 ↗
35. Design guidelines for H-Darrieus wind turbines: Optimization of the annual energy yield10.1016/j.enconman.2014.10.038 ↗
36. Fazylova, A., Alipbayev, K., Iliev, T., and Aden, A. (2024, January 20–22). Advanced Control Strategies for Wind Turbine Blade Pitch Optimization. Proceedings of the 5th IEEE International Conference on Communications, Information, Electronic and Energy Systems (CIEES), Veliko Tarnovo, Bulgaria.10.1109/CIEES62939.2024.10811305 ↗
37. System of short-term forecasting of wind turbine output power consumption10.32014/2022.2518-170X.193 ↗
38. Indian scenario of wind energy: Problems and solutions10.1080/00908310490465885 ↗
39. Darrieus vertical axis wind turbine for power generation II: Challenges in HAWT and the opportunity of multi-megawatt Darrieus VAWT development10.1016/j.renene.2014.10.039 ↗
40. Flow and performance analysis of H-Darrieus hydro turbine in a confined flow: A computational and experimental study10.1016/j.jfluidstructs.2016.08.003 ↗
41. Research and design of an efficient adaptive drive with balancing friction coupling10.5937/jaes0-44991 ↗