Print Email Facebook Twitter Physics-informed data-driven reduced-order models for Dynamic Induction Control Title Physics-informed data-driven reduced-order models for Dynamic Induction Control Author Muscari, C. (TU Delft Team Jan-Willem van Wingerden; Politecnico di Milano) Schito, Paolo (Politecnico di Milano) Viré, A.C. (TU Delft Wind Energy) Zasso, Alberto (Politecnico di Milano) van Wingerden, J.W. (TU Delft Team Jan-Willem van Wingerden) Date 2023 Abstract In this work, we find a reduced-order model for the wake of a wind turbine controlled with dynamic induction control. We use a physics-informed dynamic mode decomposition algorithm to reduce the model complexity in a way such that the physics of the wake mixing can be investigated and that the model itself can be easily embedded into control-oriented frameworks. After discussing the advantage of forcing the linear system resulting from the algorithm to be conservative (as a consequence of the periodicity of the pitch excitation) and the choice of observables, we describe a procedure for calculating the energy associated with individual modes. The considered data-set is composed of large eddy simulation (LES) results for a single DTU 10 MW wind turbine in uniform flow. Simulations were performed first with baseline control (for reference) and then with the Pulse and the Helix approaches with constant excitation amplitude and different excitation frequencies. The frequencies and energies associated with the resulting modes are discussed. Subject Computational Fluid DynamicsDynamic Mode Decompositionreduced-order ModelsWake MixingWind Farm Control To reference this document use: http://resolver.tudelft.nl/uuid:79c914de-fb3a-453b-825b-26894651f4b3 DOI https://doi.org/10.1016/j.ifacol.2023.10.1036 Source IFAC-PapersOnLine, 56 (2), 8414-8419 Event 22nd IFAC World Congress, 2023-07-09 → 2023-07-14, Yokohama, Japan Part of collection Institutional Repository Document type journal article Rights © 2023 C. Muscari, Paolo Schito, A.C. Viré, Alberto Zasso, J.W. van Wingerden Files PDF 1-s2.0-S2405896323014192-main.pdf 742.1 KB Close viewer /islandora/object/uuid:79c914de-fb3a-453b-825b-26894651f4b3/datastream/OBJ/view