Robust H control for constrained discrete-time piecewise affine systems with time-varying parametric uncertainties

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Robust H control for constrained discrete-time piecewise affine systems with time-varying parametric uncertainties

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In this study, a novel robust H control scheme is presented for discrete-time piecewise affine (PWA) systems in the presence of time-varying uncertainties, external disturbance and time-domain constraints. The suggested control method is formulated as linear matrix inequalities (LMIs), and solved much more efficiently than current methods which could be only cast as bilinear matrix inequalities (BMIs). The key ideas are to introduce a parameter-dependent piecewise-quadratic Lyapunov function (PDPWQLF) to guarantee the closed-loop system to be energy dissipative, and use the concept of approximating polytopic operating regions by ellipsoids. The resulting controller can guarantee robust closed-loop properties, including stability, H performance and the satisfaction of constraints. An example is presented to verify the proposed theoretical results.

Inspec keywords: closed loop systems; linear matrix inequalities; robust control; H∞ control; time-varying systems; Lyapunov methods; discrete time systems

Other keywords: linear matrix inequalities; robust H∞ control; parameter-dependent piecewise-quadratic Lyapunov function; time-varying parametric uncertainty; system stability; closed-loop system; time-domain constraint; discrete-time piecewise affine system

Subjects: Optimal control; Algebra; Time-varying control systems; Discrete control systems; Stability in control theory

References

    1. 1)
      • Hassibi, A., Boyd, S.: `Quadratic stabilization and control of piecewise-linear systems', Proc. American Control Conf., June 1998, Philadelphia, Pennsylvania, p. 3659–3664.
    2. 2)
    3. 3)
    4. 4)
      • G. Ferrari-Trecate , F.A. Cuzzola , D. Mignone , M. Morari . Analysis of discrete-time piecewise affine and hybrid systems. Automatica , 12 , 2139 - 2146
    5. 5)
      • M. Johansson . (2003) Piecewise linear control system.
    6. 6)
      • G. Feng . Stability analysis of piecewise discrete-time linear systems. IEEE Trans. Autom. Control , 7 , 1108 - 1112
    7. 7)
    8. 8)
      • A. Bemporad , G.F. Trecate , M. Morari . Observability and controllability of piecewise affine and hybrid systems. IEEE Trans. Autom. Control , 10 , 1864 - 1876
    9. 9)
    10. 10)
      • O. Slupphaug , B.A. Foss . Constrained quadratic stabilization of discrete-time uncertain nonlinear multi-model systems using piecewise affine state feedback. Int. J. Control , 7 , 686 - 701
    11. 11)
      • W.P.M.H. Heemels , B.D. Schutter , A. Bemporad . Equivalence of hybrid dynamical models. Automatica , 7 , 1085 - 1091
    12. 12)
      • Xu, J., Xie, L.: ` State feedback control of discrete-time piecewise affine systems', Proc. 16th IFAC World Congress, July 2005, Prague, Czech.
    13. 13)
      • A. Bemporad , F.D. Torrisi , M. Morari , N. Lynch , B. Krogh . (2000) Optimization-based verification and stability characterization of piecewise affine and hybrid systems, HSCC 2000.
    14. 14)
    15. 15)
      • Rodrigues, L., Hassibi, A., How, J.P.: `Output feedback controller synthesis for piecewise-affine systems with multiple equilibria', Proc. American Control Conf., June 2000, Chicago, Illinois, p. 1784–1789.
    16. 16)
      • J. Zhang , W. Tang . Output feedback H∞ control for uncertain piecewise linear systems. J. Dyn. Control Syst. , 1 , 121 - 144
    17. 17)
      • Xu, J., Xie, L., Feng, G.: `Feedback control design for discrete-time piecewise affine systems', Int. Conf. Control Automation, June 2005, Budapest, Hungary, p. 425–430.
    18. 18)
      • S. Boyd , L.E. Ghaoui , E. Feron , V. Balakrishnan . (1994) Linear matrix inequalities in system and control theory.
    19. 19)
    20. 20)
      • Cairano, S.D., Bemporad, A.: `An equivalence result between linear hybrid automata and piecewise affine systems', Proc. 45th IEEE Conf. Decision and Control, December 2006, San Diego, CA, USA, p. 2631–2636.
    21. 21)
    22. 22)
      • F.A. Cuzzola , M. Morari . (2001) A generalized approach for analysis and control of discrete–time piecewise affine and hybrid systems, .
    23. 23)
      • H. Chen . Constrained H∞ control of active suspensions: an LMI approach. IEEE Trans. Control Syst. Technol. , 3 , 412 - 421
    24. 24)
      • Mignone, D., Trecate, G.F., Morari, M.: `Stability and stabilization of piecewise affine and hybrid systems: an LMI approach', Proc. 39th IEEE Conf. Decision and Control, December 2000, Sydney, Australia, p. 504–509.
    25. 25)
      • Goh, K.C., Turan, L., Safonov, M.G., Papavassilopoulos, G.P., Ly, J.H.: `Biaffine matrix inequality properties and computational methods', Proc. American Control Conf., June 1994, Balllmore, Maryland, p. 850–855.
    26. 26)
      • L. Rodrigues . Stability of sampled-data piecewise-affine systems under state feedback. Automatica , 7 , 1249 - 1256
    27. 27)
      • T. Kailath . (1980) Linear systems.
    28. 28)
      • Rodrigues, L., How, J.P.: `Automated control design for a piecewise-affine approximation of a class of nonlinear systems', Proc. American Control Conf., June 2001, Arlington, VA, p. 3189–3194.
    29. 29)
      • Trecate, G.F., Cuzzola, F.A., Mignone, D., Morari, M.: `Analysis and control with performance of piecewise affine and hybrid systems', Proc. American Control Conf., June 2001, Arlington, VA, p. 200–205.
    30. 30)
      • H. Chen . A feasible moving horizon H∞ control scheme for constrained uncertain linear systems. IEEE Trans. Autom. Control , 2 , 343 - 348
    31. 31)
      • T. Hu , Z. Lin . Composite quadratic Lyapunov functions for constrained control systems. IEEE Trans. Autom. Control , 3 , 440 - 450
    32. 32)
    33. 33)
      • Morinaga, E., Hirata, K.: `An L', Proc. American Control Conf., June 2004, Boston, Massachusetts, p. 5176–5181.
    34. 34)
      • Y. Jia . Alternative proofs for improved LMI representations for the analysis and the design of continuous-time systems with polytopic type uncertainty: a predictive approach. IEEE Trans. Autom. Control , 8 , 1413 - 1416
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