Abstract
Proper orthogonal decomposition (POD) is often employed in developing reduced-order models (ROM) in fluid flows for design, control, and optimization. Contrary to the usual practice where velocity field is the focus, we apply the POD analysis on the pressure field data obtained from numerical simulations of the flow past stationary and oscillating cylinders. Since pressure mainly contributes to the hydrodynamic forces acting on the structure, we compute the pressure POD modes on the cylinder surface oscillating in lock-in and lock-out regions. These modes are then dissected into sine and cosine magnitudes to estimate their contribution in the development of pressure lift and drag decomposition coefficients, respectively. The key finding of this study is that more POD modes are required to capture the flow physics in nonsynchronous regimes as compared to synchronization case. Engineering application of this study is the development of reduced-order models for effective control techniques.
Similar content being viewed by others
Abbreviations
- A e /D :
-
Nondimensional amplitude of oscillation
- a i :
-
Generalized coordinate in Galerkin expansion
- D i :
-
Drag decomposition coefficient DDC (ith component)
- f e /f s :
-
Excitation to shedding frequency
- G :
-
Nonnegative Hermitian matrix
- L i :
-
Lift decomposition coefficient LDC (ith component)
- Q:
-
Eigenvectors
- W :
-
Snapshot matrix (rows: grid points, column: time)
- ψ i :
-
Pressure POD mode (ith component)
- ψ s i :
-
Surface pressure POD mode (ith component)
- θ :
-
Circumferential direction along the cylinder
- λ :
-
Eigenvalues
References
C. H. K. Williamson, Vortex dynamics in the cylinder wake, Annual Review of Fluid Mechanics, 28 (1996) 477–539.
G. H. Koopmann, The vortex wakes of vibrating cylinders at low Reynolds numbers, Journal of Fluid Mechanics, 28(7) (1967) 501–512.
C. Norberg, Flow around a circular cylinder: aspects of fluctuating lift, Journal of Fluids and Structures, 15(3–4) (2001) 459–469.
L. Sirovich, Turbulence and the dynamics of coherent structures, Quarterly of Applied Mathematics, 45 (1987) 561–590.
I. Akhtar, J. Borggaard, J. A. Burns, H. Imtiaz and L. Zietsman, Using functional gains for effective sensor location in flow control: a reduced-order modelling approach, Journal of Fluid Mechanics, 781 (2015) 622–656.
C. W. Rowley and S. T. M. Dawson, Model reduction for flow analysis and control, Annual Review of Fluid Mechanics, 49(1) (2017) 387–417.
Z. Wang, I. Akhtar, J. Borggaard and T. Iliescu, Two-level discretizations of nonlinear closure models for proper orthogonal decomposition, Journal of Computational Physics, 230 (2011) 126–146.
Z. Wang, I. Akhtar, J. Borggaard and T. Iliescu, Proper orthogonal decomposition closure models for turbulent flows: a numerical comparison, Computer Methods in Applied Mechanics and Engineering, 237 (2012) 10–26.
H. Imtiaz and I. Akhtar, Closure modeling in reduced-order model of Burgers equation for control applications, Proceedings of the Institution of Mechanical Engineers, Part G: Journal of. Aerospace Engineering, 231(4) (2017) 642–656.
H. Imtiaz and I. Akhtar, Nonlinear closure modeling in reduced order models for turbulent flows: a dynamical system approach, Nonlinear Dynamics, 99(1) (2019) 1–16.
G. Berkooz, P. Holmes and J. L. Lumley, The proper orthogonal decomposition in the analysis of turbulent flows, Annual Review of Fluid Mechanics, 25(1) (1993) 539–75.
B. R. Noack, P. Papas and P. A. Monkewitz, The need for a pressure-term representation in empirical Galerkin models of incompressible shear flows, Journal of Fluid Mechanics, 523 (2005) 339–365.
I. Akhtar, A. H. Nayfeh and C. J. Ribbens, On the stability and extension of reduced-order Galerkin models in incompressible flows, Theoretical and Computational Fluid Dynamics, 23(3) (2009) 213–237.
H. Imtiaz and I. Akhtar, On lift and drag decomposition coefficients in a model reduction framework using pressure-mode decomposition (PMD) analysis, Journal of Fluids and Structures, 75 (2017) 174–192.
M. Ghommem, I. Akhtar and M. R. Hajj, A low-dimensional tool for predicting force decomposition coefficients for varying inflow conditions, Progress in Computational Fluid Dynamics, an International Journal, 13(6) (2013) 368–381.
M. S. U. Khalid, T. Rabbani, I. Akhtar, N. Durrani and S. Siddiqui, Reduced-order modeling of torque on a vertical-axis wind turbine at varying tip speed ratios, Journal of Computational and Nonlinear Dynamics, 10 (4) (2015).
I. Akhtar and A. H. Nayfeh, Model based control of laminar wake using fluidic actuation, Journal of Computational and Nonlinear Dynamics, 5 (4) (2010).
L. Qua, C. Norberg, L. Davidson, S. Peng and F. Wang, Quantitative numerical analysis of flow past a circular cylinder at Reynolds number between 50 and 200, Journal of Fluids and Structures, 39 (2013) 347–370.
H. M. Blackburn and R. A. Henderson, A study of two-dimensional flow past an oscillating cylinder, Journal of Fluid Mechanics, 385 (1999) 255–1385.
I. Akhtar, Parallel simulations, reduced-order modeling, and feedback control of vortex shedding using fluidic actuators, Ph.D. Thesis, Virginia Tech. (2008).
I. Akhtar and M. Elyyan, Higher-order spectral analysis to identify quadratic nonlinearities in fluid-structure interaction, Mathematical Problems in Engineering (2018).
Acknowledgments
This research is conducted at the Digital Pakistan Lab supported by the National Center of Big Data & Cloud Computing under Higher Education Commission, Pakistan.
Author information
Authors and Affiliations
Corresponding author
Additional information
Muhammad Sufyan is a Research Associate at Digital Pakistan Lab. He received his M.S. in Mechanical Engineering from SeoulTech, South Korea, where he worked with Prof. H. G. Choi. His research interests include multiphase flows and FSI.
Hamayun Farooq is a Ph.D. student in the Centre for Advanced Studies in Pure and Applied Mathematics (CASPAM), Bahauddin Zakariya University, Multan, Pakistan. His research interests include parallel computing, FSI, and reduced-order modeling.
Imran Akhtar is an Associate Professor with research interests in the field of CFD, reduced-order modeling, flow control, and energy systems. He completed his Ph.D. from Virginia Tech., USA. He is the Co-PI in Digital Pakistan Lab.
Zafar Bangash is an Assistant Professor at NUST College of EME, Pakistan. He received his Ph.D. from Rovira i Virgili University, Spain. His research interests include fluid-structure interactions, automation, and experimental fluid dynamics.
Rights and permissions
About this article
Cite this article
Sufyan, M., Farooq, H., Akhtar, I. et al. Pressure mode decomposition analysis of the flow past a cross-flow oscillating circular cylinder. J Mech Sci Technol 35, 153–158 (2021). https://doi.org/10.1007/s12206-020-1214-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12206-020-1214-0