Dynamical Modeling of the Unsteady Flow over a Flapping Wing by applying Proper Orthogonal Decomposition and System Identification to Particle Image Velocimetry Data

Date

2011-12-15

Author

Durmaz, Oguz
Karaca, H. Deniz
Ozen, G. Deniz
KASNAKOĞLU, Coşku
Kurtuluş, Dilek Funda

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In this work a novel approach for the dynamical modeling of the unsteady flow over a pitching airfoil is considered. The technique is based on collecting instantaneous velocity field data of the flow using particle image velocimetry (PIV), applying image processing to these snapshots to locate the airfoil, filling the airfoil and its surface with proper velocity data, applying proper orthogonal decomposition (POD) to these post-processed images to compute the POD modes and time coefficients, and finally fitting a discrete time state space dynamical model to the trajectories of the time coefficients using subspace system identification (N4SID). The procedure is implemented using MATLAB for the data obtained from a NACA0012 airfoil, and the results show that the dynamical model obtained can represent the flow dynamics with acceptable accuracy.

Subject Keywords

Reduction, Transient

URI

https://hdl.handle.net/11511/55054

Conference Name

50th IEEE Conference of Decision and Control (CDC)/European Control Conference (ECC)

Collections

Department of Aerospace Engineering, Conference / Seminar

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Dynamical modeling of the flow over flapping wing by applying proper orthogonal decomposition and system identification Durmaz, Oğuz; Kurtuluş, Dilek Funda; Kasnakoğlu, Coşku; Department of Aerospace Engineering (2011) In this study the dynamical modeling of the unsteady flow over a flapping wing is considered. The technique is based on collecting instantaneous velocity field data of the flow using Particle Image Velocimetry (PIV), applying image processing to these snapshots to locate the airfoil, filling the airfoil and its surface with proper velocity data, applying Proper Orthogonal Decomposition (POD) to these post-processed images to compute the POD modes and time coefficients, and finally fitting a discrete time st...
Dynamical modelling of the flow over a flapping wing using proper orthogonal decomposition and system identification techniques DURMAZ, Oğuz; KARACA, H Deniz; ÖZEN, G Deniz; KASNAKOĞLU, COŞKU; Kurtuluş, Dilek Funda (2013-04-01) A systematic approach for the dynamical modelling of the unsteady flow over a flapping wing is developed, which is based on instantaneous velocity field data of the flow collected using particle image velocimetry (PIV) and computational fluid dynamics (CFD) simulations. The location and orientation of the airfoil is obtained by image processing and the airfoil is filled with proper velocity data. Proper orthogonal decomposition (POD) is applied to these post-processed images to compute POD modes and time co...
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Citation Formats

O. Durmaz, H. D. Karaca, G. D. Ozen, C. KASNAKOĞLU, and D. F. Kurtuluş, “Dynamical Modeling of the Unsteady Flow over a Flapping Wing by applying Proper Orthogonal Decomposition and System Identification to Particle Image Velocimetry Data,” presented at the 50th IEEE Conference of Decision and Control (CDC)/European Control Conference (ECC), Orlando, FL, 2011, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/55054.