Abstract
This chapter proposes some non-trivial extensions of the classical high-gain observer designs for finite-dimensional nonlinear systems to some classes of infinite-dimensional ones, written as triangular systems of coupled first-order hyperbolic Partial Differential Equations (PDEs), where an observation of one only coordinate of the state is considered as the system’s output. These forms may include some epidemic models and tubular chemical reactors. To deal with this problem, depending on the number of distinct velocities of the hyperbolic system, direct and indirect observer designs are proposed. We first show intuitively how direct observer design can be applied to quasilinear partial integrodifferential hyperbolic systems of balance laws with a single velocity, as a natural extension of the finite-dimensional case. We then introduce an indirect approach for systems with distinct velocities (up to three velocities), where an infinite-dimensional state transformation first maps the system into suitable systems of PDEs and the convergence of the observer is subsequently exhibited in appropriate norms. This indirect approach leads to the use of spatial derivatives of the output in the observer dynamics.
The original version of this chapter was revised: The author’s name “Gildas Besançon” incorrect on the website, correction have been incorporated. The correction to this chapter is available at https://doi.org/10.1007/978-3-030-74628-5_10
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Change history
22 December 2021
The original version of the book was published with incorrect author’s name on website in chapter 5 have been corrected from Gildas Besan to Gildas Besançon.
The chapter and book have been updated with the changes.
References
Alabau-Boussouira, F., Coron, J.-M., Olive, G.: Internal controllability of first order quasilinear hyperbolic systems with a reduced number of controls. SIAM J. Control Optim. 55(1), 300–323 (2017)
Anfinsen, H., Diagne, M., Aamo, O.M., Krstić, M.: An adaptive observer design for n \(+\) 1 coupled linear hyperbolic PDEs based on swapping. IEEE Trans. Autom. Control 61(12), 3979–3990 (2016)
Bastin, G., Coron, J.-M.: Stability and boundary stabilization of 1-D hyperbolic systems. In: Progress in Nonlinear Differential Equations and Their Applications. Springer International Publishing (2016)
Besançon, G.: Nonlinear Observers and Applications. Springer, New York (2007)
Bounit, H., Hammouri, H.: Observer design for distributed parameter dissipative bilinear systems. Appl. Math. Comput. Sci. 8, 381–402 (1998)
Castillo, F., Witrant, E., Prieur, C., Dugard, L.: Boundary observers for linear and quasi-linear hyperbolic systems with application to flow control. Automatica 49(11), 3180–3188 (2013)
Christofides, P.D., Daoutidis, P.: Feedback control of hyperbolic pde systems. AIChE J. 42(11), 3063–3086 (1996)
Coron, J.-M., Vazquez, R., Krstić, M., Bastin, G.: Local exponential stabilization of a 2 \(\times \) 2 quasilinear hyperbolic system using backstepping. SIAM J. Control Optim. 51(3), 2005–2035 (2013)
Coron, J.-M., Bastin, G.: Dissipative boundary conditions for one-dimensional quasi-linear hyperbolic systems: Lyapunov stability for the \(C1\)-norm. SIAM J. Control Optim. 53(3), 1464–1483 (2015)
Coron, J.-M., Nguyen, H.M.: Optimal time for the controllability of linear hyperbolic systems in one dimensional space. SIAM J. Control Optim. 57(2), 1127–1156 (2019)
Di Meglio, F., Vasquez, R., Krstić, M.: Stabilization of a system of \(n + 1\) coupled first-order hyperbolic linear PDEs with a single boundary input. IEEE Trans. Autom. Control. 58, 3097–3111 (2013)
Gauthier, J.P., Bornard, G.: Observability for any \(u(t)\) of a class of nonlinear systems. IEEE Trans. Autom. Control 26(4), 922–926 (1981)
Gauthier, J.P., Hammouri, H., Othman, S.: A simple observer for nonlinear systems: applications to bioreactors. IEEE Trans. Autom. Control 37(6), 875–880 (1992)
Hasan, A., Aamo, O.M., Krstić, M.: Boundary observer design for hyperbolic PDE-ODE cascade systems. Automatica 68, 75–86 (2016)
Karafyllis, I., Ahmed-Ali, T., Giri, F.: Sampled-data observers for 1-D parabolic PDEs with non-local outputs. Syst. Control Lett. 133 (2019)
Keimer, A., Pflug, L., Spinola, M.: Existence, uniqueness and regularity of multidimensional nonlocal balance laws with damping. J. Math. Anal. Appl. 466, 18–55 (2018)
Khalil, H.K.: High-gain observers in nonlinear feedback control. Advances in Design and Control, SIAM (2017)
Khalil, H.K., Praly, L.: High-gain observers in nonlinear feedback control. Int. J. Robust Nonlinear Control 24(6), 993–1015 (2014)
Kitsos, C.: High-gain observer design for systems of PDEs. Ph.D. Thesis. Univ. Grenoble Alpes (2020)
Kitsos, C., Besançon, G., Prieur, C.: High-gain observer design for a class of quasilinear integro-differential hyperbolic systems - application to an epidemic model. In: To appear in IEEE Transactions on Automatic Control (2022). https://doi.org/10.1109/TAC.2021.3063368
Kitsos, C., Besançon, G., Prieur, C.: High-gain observer design for some semilinear reaction-diffusion systems: a transformation-based approach. IEEE Control Syst. Lett. 5(2), 629–634 (2021)
Kmit, I.: Classical solvability of nonlinear initial-boundary problems for first-order hyperbolic systems. Int. J. Dyn. Syst. Differ. Equ. 1(3), 191–195 (2008)
Li, T.-T.: Exact boundary observability for quasilinear hyperbolic systems. ESAIM: Control, Optim. Calc. Var. 14(4), 759–766 (2008)
Lissy, P., Zuazua, E.: Internal observability for coupled systems of linear partial differential equations. SIAM J. Control Optim. Soc. Ind. Appl. Math. 57(2), 832–853 (2019)
Meurer, T.: On the extended Luenberger-type observer for semilinear distributed-parameter systems. IEEE Trans. Autom. Control 58(7), 1732–1743 (2013)
Nguyen, V., Georges, D., Besançon, G.: State and parameter estimation in 1-d hyperbolic PDEs based on an adjoint method. Automatica 67, 185–191 (2016)
Prieur, C., Girard, A., Witrant, E.: Stability of switched linear hyperbolic systems by Lyapunov techniques. IEEE Trans. Autom. Control 59(8), 2196–2202 (2014)
Schaum, A., Moreno, J.A., Alvarez, J., Meurer, T.: A simple observer scheme for a class of 1-D semi-linear parabolic distributed parameter systems. European Control Conf, Linz, Austria, pp. 49–54 (2015)
Vazquez, R., Krstić, M.: Boundary observer for output-feedback stabilization of thermal-fluid convection loop. IEEE Trans. Control Syst. Technol. 18(4), 789–797 (2010)
Xu, C., Ligarius, P., Gauthier, J.P.: An observer for infinite-dimensional dissipative bilinear systems. Comput. Math. Appl. 29(7), 13–21 (1995)
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Kitsos, C., Besançon, G., Prieur, C. (2022). Contributions to the Problem of High-Gain Observer Design for Hyperbolic Systems. In: Jiang, ZP., Prieur, C., Astolfi, A. (eds) Trends in Nonlinear and Adaptive Control. Lecture Notes in Control and Information Sciences, vol 488. Springer, Cham. https://doi.org/10.1007/978-3-030-74628-5_5
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DOI: https://doi.org/10.1007/978-3-030-74628-5_5
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