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Model Reduction of Periodic Descriptor Systems Using Balanced Truncation

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Model Reduction for Circuit Simulation

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 74))

Abstract

Linear periodic descriptor systems represent a broad class of time evolutionary processes in micro-electronics and circuit simulation. In this paper, we consider discrete-time linear periodic descriptor systems and study the concepts of periodic reachability and observability Gramians. We also discuss a lifted representation of periodic descriptor systems and propose a balanced truncation model reduction method for such systems.The behaviour of the suggested model reduction technique is illustrated using a numerical example.

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References

  1. Arcara, P., Bittanti, S.: Periodic control of helicopter rotors for attenuation of vibrations in forward flight. IEEE Trans. on Control Syst. Tech. 8(6), 883–894 (2000)

    Article  Google Scholar 

  2. Benner, P., Mehrmann, V., Xu, H.: Perturbation analysis for the eigenvalue problem of a formal product of matrices. BIT 42(1), 1–43 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  3. Benner, P., Quintana-Ortí, E., Quintana-Ortí, G.: Computing passive reduced-order models for circuit simulation. In: Proceedings of International Conference on Parallel Computing in Electrical Engineering. PARELEC 2004, pp. 146–151. IEEE Computer Society, Los Alamitos (2004)

    Google Scholar 

  4. Bittanti, S., Colaneri, P.: Invariant representations of discrete-time periodic systems. Automatica 36, 1777–1793 (2000)

    MATH  MathSciNet  Google Scholar 

  5. Byers, R., Rhee, N.: Cyclic Schur and Hessenberg-Schur numerical methods for solving periodic Lyapunov and Sylvester equations. Technical report, Department of Mathematics, University of Missouri, Kansas (1995)

    Google Scholar 

  6. Chu, E.W., Fan, H.Y., Lin, W.W.: Projected generalized discrete-time periodic Lyapunov equations and balanced realization of periodic descriptor systems. SIAM J. Matrix Anal. Appl. 29(3), 982–1006 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  7. Farhood, M., Beck, C., Dullerud, G.: Model reduction of periodic systems: a lifting approach. Automatica, 41, 1085–1090 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  8. Freund, R.W.: Padé-type model reduction of second-order and higher-order linear dynamical systems. In: Benner, P., Mehrmann, V., Sorensen, D. (eds.) Dimension Reduction of Large-Scale Systems, Lecture Notes in Computational Science and Engineering, vol. 45, pp. 191–223. Springer-Verlag, Berlin (2005)

    Google Scholar 

  9. Granat, R., Jonsson, I., Kågström, B.: Recursive blocked algorithms for solving periodic triangular Sylvester-type matrix equations. In: Kågström, B., Elmroth, E., Dongarra, J., Waśniewski, J. (eds.) Applied Parallel Computing. State of the Art in Scientific Computing, Lecture Notes in Computer Science, vol. 4699, pp. 531–539. Springer-Verlag (2007)

    Google Scholar 

  10. Günther, M., Feldmann, U.: CAD-based electric-circuit modeling in industry. II. Impact of circuit configurations and parameters. Surv. Math. Ind. 8(2), 131–157 (1999)

    MATH  Google Scholar 

  11. Kressner, D.: An efficient and reliable implementation of the periodic QZ algorithm, In: S. Bittanti, P. Colaneri (eds.) Periodic Control Systems 2001. A Proceedings volume of the IFAC Workshop, Cernobbio-Como, Italy, 27–28 August 2001, Elsevier Science, Oxford, UK ( 2001)

    Google Scholar 

  12. Kressner, D.: Large periodic Lyapunov equations: Algorithms and applications. In: Proceedings of ECC03, Cambridge (2003)

    Google Scholar 

  13. Lall, S., Beck, C., Dullerud, G.: Guaranteed error bounds for model reduction of linear time-varying systems. In: Proceedings of the Americal Control Conference, Philadelphia, pp. 634–638 (1998)

    Google Scholar 

  14. 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, Lecture Notes in Computational Science and Engineering, vol. 45, pp. 83–115. Springer-Verlag, Berlin (2005)

    Google Scholar 

  15. Moore, B.: Principal component analysis in linear systems: controllability, observability, and model reduction. IEEE Trans. Automat. Contr. AC-26(1):17–32 (1981)

    Article  Google Scholar 

  16. Nakhla, M., Gad, E.: Efficient model reduction of linear periodically time-varying systems via compressed transient system function. IEEE Trans. Automat. Contr. 52(6) (2005)

    Google Scholar 

  17. Park, B., Verriest, E.: Canonical forms of discrete linear periodically time-varying systems and a control application. In: Proceedings of the 28th Conference on Decision and Control, Tampa, pp. 1220–1225 (1989)

    Google Scholar 

  18. Phillips, J., Daniel, L., Miguel Silveira, L.: Guaranteed passive balancing transformations for model order reduction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 22, 1027–1041 (2003)

    Article  Google Scholar 

  19. Roychowdhury, J.: Reduced-order modelling of linear time-varying systems. Design automation conference, 1999. In: Proceedings of the ASP-DAC ’99. Asia and South Pacific 1, 53–56 (18-21 Jan.1999)

    Google Scholar 

  20. Roychowdhury, J.: Reduced-order modeling of time-varying systems. IEEE Control Syst. Mag. 46, 1273–1288 (1999)

    Google Scholar 

  21. Shokoohi, S., Silverman, L., Van Dooren, P.: Linear time-variable systems: Balancing and model reduction. IEEE Trans. Automat. Contr. AC-28(8), 810–822 (1983)

    Article  MathSciNet  Google Scholar 

  22. Smith, R.: Matrix equation XA + BX = C. SIAM J. Appl. Math. 16, 198–201 (1968)

    Article  MATH  MathSciNet  Google Scholar 

  23. Stykel, T.: Numerical solution and perturbation theory for generalized Lyapunov equations. Linear Algebra Appl. 349, 155–185 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  24. Stykel, T.: Stability and inertia theorems for generalized Lyapunov equations. Linear Algebra Appl. 355, 297–314 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  25. Stykel, T.: Gramian-based model reduction for descriptor systems. Math. Control Signals Syst. 16, 297–319 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  26. Stykel, T.: On some norms for descriptor systems. IEEE Trans. Automat. Control 51(5), 842–847 (2006)

    Article  MathSciNet  Google Scholar 

  27. Stykel, T.: Low-rank iterative methods for projected generalized Lyapunov equations. Electron. Trans. Numer. Anal. 30, 187–202 (2008)

    MATH  MathSciNet  Google Scholar 

  28. Van Dooren, P.: Gramian based model reduction of large-scale dynamical systems. In: Numerical Analysis 1999, Chapman & Hall/CRC Research Notes in Mathematics, 420, pp. 231–247. Chapman & Hall/CRC, Boca Raton, FL (2000)

    Google Scholar 

  29. Varga, A.: Periodic Lyapunov equations: some applications and new algorithms. Int. J. Control 67(1), 69–87 (1997)

    Article  MATH  Google Scholar 

  30. Varga, A.: Balancing related methods for minimal realization of periodic systems. Syst. Control Lett. 36, 339–349 (1999)

    Article  MATH  Google Scholar 

  31. Varga, A.: Balanced truncation model reduction of periodic systems. In: Proceedings of CDC’2000, Sydney (2000)

    Google Scholar 

  32. Varga, A.: Computation of Kronecker-like forms of periodic matrix pairs. In: Proceedings of Mathematical Theory of Networks and Systems, MTNS 2004, Leuven, 5-9 July 2004

    Google Scholar 

  33. Varga, A.: A PERIODIC SYSTEMS toolbox for MATLAB. In: Proceedings of IFAC’05 World Congress, Prague, 3-8 July 2005

    Google Scholar 

  34. Wisniewski, R., Blanke, M.: Fully magnetic attitude control for spacecraft subject to gravity gradient. Automatica 35(7), 1201–1214 (1999)

    Article  MATH  Google Scholar 

  35. Yang, X., Kawamata, M., Higuchi, T.: Balanced realisations and model reduction of periodically time-varying state-space digital filters, In: IEE Proc. Vision, Image & Singal Proc., vol. 143, pp. 370–376 (1996)

    Google Scholar 

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Acknowledgements

This work was supported by the Research Network SyreNe—System Reduction for Nanoscale IC Design funded by the German Federal Ministry of Education and Science (BMBF), grants 03BEPAE1 and 03STPAE3. Responsibility for the contents of this publication rests with the authors.

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Correspondence to Mohammad-Sahadet Hossain .

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Benner, P., Hossain, MS., Stykel, T. (2011). Model Reduction of Periodic Descriptor Systems Using Balanced Truncation. In: Benner, P., Hinze, M., ter Maten, E. (eds) Model Reduction for Circuit Simulation. Lecture Notes in Electrical Engineering, vol 74. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-0089-5_11

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  • DOI: https://doi.org/10.1007/978-94-007-0089-5_11

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