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State-space model identification and feedback control of unsteady aerodynamic forces

Author(s): Brunton, Steven L; Dawson, Scott TM; Rowley, Clarence W

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dc.contributor.authorBrunton, Steven L-
dc.contributor.authorDawson, Scott TM-
dc.contributor.authorRowley, Clarence W-
dc.date.accessioned2016-10-17T14:14:44Z-
dc.date.available2016-10-17T14:14:44Z-
dc.date.issued2014-10en_US
dc.identifier.citationBrunton, Steven L, Dawson, Scott TM, Rowley, Clarence W. "State-space model identification and feedback control of unsteady aerodynamic forces" Journal of Fluids and Structures, 50, 253 - 270, doi:10.1016/j.jfluidstructs.2014.06.026en_US
dc.identifier.issn0889-9746-
dc.identifier.urihttp://arks.princeton.edu/ark:/88435/pr19c7w-
dc.description.abstractUnsteady aerodynamic models are necessary to accurately simulate forces and develop feedback controllers for wings in agile motion; however, these models are often high dimensional or incompatible with modern control techniques. Recently, reduced-order unsteady aerodynamic models have been developed for a pitching and plunging airfoil by linearizing the discretized Navier–Stokes equation with lift-force output. In this work, we extend these reduced-order models to include multiple inputs (pitch, plunge, and surge) and explicit parameterization by the pitch-axis location, inspired by Theodorsen׳s model. Next, we investigate the naïve application of system identification techniques to input–output data and the resulting pitfalls, such as unstable or inaccurate models. Finally, robust feedback controllers are constructed based on these low-dimensional state-space models for simulations of a rigid flat plate at Reynolds number 100. Various controllers are implemented for models linearized at base angles of attack α0=0°,α0=10°, and α0=20°. The resulting control laws are able to track an aggressive reference lift trajectory while attenuating sensor noise and compensating for strong nonlinearities.en_US
dc.format.extent253 - 270en_US
dc.relation.ispartofJournal of Fluids and Structuresen_US
dc.rightsThis is the author’s final manuscript. All rights reserved to author(s).en_US
dc.titleState-space model identification and feedback control of unsteady aerodynamic forcesen_US
dc.typeJournal Articleen_US
dc.identifier.doidoi:10.1016/j.jfluidstructs.2014.06.026-

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