Empirical state-space representations for Theodorsen's lift model
Author(s): Brunton, Steven L; Rowley, Clarence W
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Abstract: | In this work, we cast Theodorsen's unsteady aerodynamic model into a general form that allows for the introduction of empirically determined quasi-steady and added-mass coefficients as well as an empirical Theodorsen function. An empirically determined Theodorsen model is constructed using data from direct numerical simulations of a flat plate pitching at low Reynolds number, Re=100. Next, we develop low-dimensional, state-space realizations that are useful for either the classical Theodorsen lift model or the empirical model. The resulting model is parameterized by pitch-axis location and has physically meaningful states that isolate the effect of added-mass and quasi-steady forces, as well as the effect of the wake. A low-order approximation of Theodorsen's function is developed based on balanced truncation of a model fit to the analytical frequency response, and it is shown that this approximation outperforms other models from the literature. We demonstrate the utility of these state-space lift models by constructing a robust controller that tracks a reference lift coefficient by varying pitch angle while rejecting gust disturbances. |
Publication Date: | Apr-2013 |
Citation: | Brunton, Steven L, Rowley, Clarence W. "Empirical state-space representations for Theodorsen's lift model" Journal of Fluids and Structures, 38, 174 - 186, doi:10.1016/j.jfluidstructs.2012.10.005 |
DOI: | doi:10.1016/j.jfluidstructs.2012.10.005 |
ISSN: | 0889-9746 |
Pages: | 174 - 186 |
Type of Material: | Journal Article |
Journal/Proceeding Title: | Journal of Fluids and Structures |
Version: | This is the author’s final manuscript. All rights reserved to author(s). |
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