Professor Robert S Balog along with University of Doha for Science and Technology collaborators Dr. Mostafa Soliman, Dr. Morcos Metry, and Dr. Mohammad Tayyab presented their paper, titled “Data-Driven MPC for Variable-Speed Variable-Pitch Wind Turbines” at the IEEE Energy Conversion and Congress Exhibition oral presentation session in Philadelphia, Pa on October 23, 2025.
This paper investigates the effectiveness of a data-driven model predictive control (DD-MPC) technique for variable-speed variable-pitch wind energy conversion systems (WECS), comparing its performance with multiple model predictive control under different wind speed ranges. These improvements facilitate improved grid integration, reduce mechanical wear, and extend turbine lifespan.
