Skip to main content

A New Discretization Framework for Input/Output Maps and Its Application to Flow Control

  • Conference paper
  • 1826 Accesses

Part of the book series: Notes on Numerical Fluid Mechanics and Multidisciplinary Design ((NNFM,volume 108))

Abstract

We discuss the direct discretization of the input/output map of linear time-invariant systems with distributed inputs and outputs. At first, the input and output signals are discretized in space and time, resulting in a matrix representation of an approximated input/output map. Then the system dynamics is approximated, in order to calculate the matrix representation numerically. The discretization framework, corresponding error estimates, a SVD-based system reduction method and a numerical application in optimal flow control are presented.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Antoulas, A.C.: Approximation of large-scale dynamical systems. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2005)

    MATH  Google Scholar 

  2. Bangerth, W., Rannacher, R.: Adaptive finite element methods for differential equations. Lectures in Mathematics ETH Zürich. Birkhäuser, Basel (2003)

    MATH  Google Scholar 

  3. Becker, R., Garwon, M., Gutknecht, C., et al.: Robust control of separated shear flows in simulation and experiment. J. of Process Control 15, 691–700 (2005)

    Article  Google Scholar 

  4. Benner, P., Mehrmann, V., Sorensen, D. (eds.): Dimension Reduction of Large-Scale Systems. Springer, Berlin (2005)

    MATH  Google Scholar 

  5. Berkooz, G., Holmes, P., Lumley, J.L.: The proper orthogonal decomposition in the analysis of turbulent flows. In: Annual review of fluid mechanics, 25th edn., pp. 539–575. Annual Reviews Inc., Palo Alto (1993)

    Google Scholar 

  6. Elman, H.C., Silvester, D.J., Wathen, A.J.: Finite elements and fast iterative solvers: with applications in incompressible fluid dynamics. Oxford University Press, Oxford (2005)

    MATH  Google Scholar 

  7. Emmrich, E.: Gewöhnliche und Operator-Differentialgleichungen. Vieweg, Wiesbaden (2004)

    Google Scholar 

  8. Emmrich, E., Mehrmann, V.: Analysis of a class of operator differential algebraic equations arising in fluid mechanics (2009) (in preparation)

    Google Scholar 

  9. Eriksson, K., Johnson, C.: Adaptive finite element methods for parabolic problems. II. Optimal error estimates in L ∞  L 2 and L ∞ L ∞ . SIAM J. Numer. Anal. 32, 706–740 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  10. Freund, R.W.: Model reduction methods based on Krylov subspaces. Technical report, Bell Laboratories, Lucent Technologies (2001)

    Google Scholar 

  11. Gantmacher, F.R.: The theory of matrices. AMS Chelsea Publishing, Providence (1998)

    Google Scholar 

  12. Gugercin, S., Antoulas, A.C.: A survey of model reduction by balanced truncation and some new results. Internat. J. Control 77, 748–766 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  13. Heiland, J.: Distributed Control of Semidiscretized Oseen Equations. Master’s thesis, TU Berlin (2009)

    Google Scholar 

  14. Henning, L., Kuzmin, D., Mehrmann, V., et al.: Flow control on the basis of a Featflow-Matlab coupling. In: King, R. (ed.) Active Flow Control. Springer, Berlin (2006)

    Google Scholar 

  15. Johnson, C.: Numerical solution of partial differential equations by the finite element method. Cambridge University Press, Cambridge (1987)

    Google Scholar 

  16. Kunkel, P., Mehrmann, V.: Differential-algebraic equations. Analysis and numerical solution. European Mathematical Society Publishing House, Zürich (2006)

    Book  MATH  Google Scholar 

  17. Lions, J.L., Magenes, E.: Non-homogeneous boundary value problems and applications, vol. II. Springer, New York (1972)

    Google Scholar 

  18. Luchtenburg, D.M., Gunter, B., Noack, B.R., et al.: A generalized mean-field model of the natural and actuated flows around a high-lift configuration. J. Fluid Mech. 623, 283–316 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  19. Lunardi, A.: Analytic semigroups and optimal regularity in parabolic problems. In: Progress in Nonlinear Differential Equations and their Applications, vol. 16. Birkhäuser, Basel (1995)

    Google Scholar 

  20. Mehrmann, V., Stykel, T.: Balanced truncation model reduction for large-scale systems in descriptor form. In: Benner, P., Mehrmann, V., Sorensen, D. (eds.) Dimension Reduction of Large-Scale Systems, pp. 83–115. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  21. Noack, B.R., Schlegel, M., Ahlborn, B., et al.: A finite-time thermodynamics of unsteady fluid flows. J. Non-Equilib. Thermodyn. 33, 103–148 (2008)

    Article  MATH  Google Scholar 

  22. Pastoor, M., Henning, L., Noack, B.R., et al.: Feedback shear layer control for bluff body drag reduction. J. Fluid Mech. 608, 161–196 (2008)

    Article  MATH  Google Scholar 

  23. Pazy, A.: Semigroups of linear operators and applications to partial differential equations. Springer, New York (1983)

    MATH  Google Scholar 

  24. Rowley, C.W.: Model reduction for fluids, using balanced proper orthogonal decomposition. Internat. J. Bifur. Chaos Appl. Sci. Engrg. 15, 997–1013 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  25. Schmidt, M.: Systematic Discretization of Input/Output Maps and other Contributions to the Control of Distributed Parameter Systems. Ph.D. thesis, TU Berlin (2007)

    Google Scholar 

  26. Sohr, H.: The Navier-Stokes equations. Birkhäuser, Basel (2001)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Heiland, J., Mehrmann, V., Schmidt, M. (2010). A New Discretization Framework for Input/Output Maps and Its Application to Flow Control. In: King, R. (eds) Active Flow Control II. Notes on Numerical Fluid Mechanics and Multidisciplinary Design, vol 108. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11735-0_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-11735-0_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-11734-3

  • Online ISBN: 978-3-642-11735-0

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics