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Adaptive Output-Feedback Stabilization for PDE-ODE Cascaded Systems with Unknown Control Coefficient and Spatially Varying Parameter

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Abstract

This paper investigates the adaptive stabilization for a class of uncertain PDE-ODE cascaded systems. Remarkably, the PDE subsystem allows unknown control coefficient and spatially varying parameter, and only its one boundary value is measurable. This renders the system in question more general and practical, and the control problem more challenging. To solve the problem, an invertible transformation is first introduced to change the system into an observer canonical form, from which a couple of filters are constructed to estimate the unmeasurable states. Then, by adaptive technique and infinite-dimensional backstepping method, an adaptive controller is constructed which guarantees that all states of the resulting closed-loop system are bounded while the original system states converging to zero. Finally, a numerical simulation is provided to illustrate the effectiveness of the proposed method.

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References

  1. Diagne M, Bekiaris-Liberis N, Otto A, et al., Control of transport PDE/nonlinear ODE cascades with state-dependent propagation speed, IEEE Transactions on Automatic Control, 2017, 62(12): 6278–6293.

    Article  MathSciNet  Google Scholar 

  2. Li J and Liu Y G, Adaptive stabilization for ODE systems via boundary measurement of uncertain diffusion-dominated actuator dynamics, International Journal of Robust and Nonlinear Control, 2014, 24(18): 3214–3238.

    Article  MathSciNet  Google Scholar 

  3. Wu H N and Wang J W, Static output feedback control via PDE boundary and ODE measurements in linear cascaded ODE-beam systems, Automatica, 2014, 50(11): 2787–2798.

    Article  MathSciNet  Google Scholar 

  4. Guo B Z, Liu J J, AL-Fhaidd A S, et al., The active disturbance rejection control approach to stabilisation of coupled heat and ODE system subject to boundary control matched disturbance, International Journal of Control, 2015, 88(8): 1554–1564.

    Article  MathSciNet  Google Scholar 

  5. Zhou H C and Guo B Z, Stabilization of ODE with hyperbolic equation actuator subject to boundary control matched disturbance, International Journal of Control, 2019, 92(1): 12–26.

    Article  MathSciNet  Google Scholar 

  6. Bresch-Pietri D and Krstic M, Adaptive trajectory tracking despite unknown input delay and plant parameters, Automatica, 2009, 45(9): 2074–2081.

    Article  MathSciNet  Google Scholar 

  7. Bresch-Pietri D and Krstic M, Delay-adaptive predictor feedback for systems with unknown long actuator delay, IEEE Transactions on Automatic Control, 2010, 55(9): 2106–2112.

    Article  MathSciNet  Google Scholar 

  8. Zhu Y, Krstic M, and Su H Y, Adaptive global stabilization of uncertain multi-input linear time-delay systems by PDE full-state feedback, Automatica, 2018, 96: 270–279.

    Article  MathSciNet  Google Scholar 

  9. Krstic M and Smyshlyaev A, Backstepping boundary control for first-order hyperbolic PDEs and application to systems with actuator and sensor delays, Systems & Control Letters, 2008, 57(9): 750–758.

    Article  MathSciNet  Google Scholar 

  10. Hasan A, Aamo O M, and Krstic M, Boundary observer design for hyperbolic PDE-ODE cascade systems, Automatica, 2016, 68: 75–86.

    Article  MathSciNet  Google Scholar 

  11. Ahmed-Ali T, Karafyllis I, Giri F, et al., Exponential stability analysis of sampled-data ODEPDE systems and application to observer design, IEEE Transactions on Automatic Control, 2017, 62(6): 3091–3098.

    Article  MathSciNet  Google Scholar 

  12. Zhou Z C, Ren Z G, and Xu C, Stabilization of a general linear heat-ODE system coupling at an intermediate point, International Journal of Robust and Nonlinear Control, 2017, 27(17): 3951–3970.

    MathSciNet  MATH  Google Scholar 

  13. Anfinsen H and Aamo O M, Disturbance rejection in general heterodirectional 1-D linear hyperbolic systems using collocated sensing and control, Automatica, 2017, 76: 230–242.

    Article  MathSciNet  Google Scholar 

  14. Krstic M, Compensating actuator and sensor dynamics governed by diffusion PDEs, Systems & Control Letters, 2009, 58(5): 372–377.

    Article  MathSciNet  Google Scholar 

  15. Li J and Liu Y G, Adaptive control of the ODE systems with uncertain diffusion-dominated actuator dynamics, International Journal of Control, 2012, 85(7): 868–879.

    Article  MathSciNet  Google Scholar 

  16. Wang J M, Liu J J, Ren B B, et al., Sliding mode control to stabilization of cascaded heat PDE-ODE systems subject to boundary control matched disturbance, Automatica, 2015, 52: 23–34.

    Article  MathSciNet  Google Scholar 

  17. Liu J J and Wang J M, Boundary stabilization of a cascade of ODE-wave systems subject to boundary control matched disturbance, International Journal of Robust and Nonlinear Control, 2017, 27(2): 252–280.

    Article  MathSciNet  Google Scholar 

  18. Zhu Y, Krstic M, and Su H Y, PDE boundary control of multi-input LTI systems with distinct and uncertain input delays, IEEE Transactions on Automatic Control, 2018, 63(12): 4270–4277.

    Article  MathSciNet  Google Scholar 

  19. Borsche R, Colombo R M, and Garavello M, On the coupling of systems of hyperbolic conservation laws with ordinary differential equations, Nonlinearity, 2010, 23(11): 2749–2770.

    Article  MathSciNet  Google Scholar 

  20. Moghadama A A, Aksikas I, Dubljevic S, et al., Boundary optimal (LQ) control of coupled hyperbolic PDEs and ODEs, Automatica, 2013, 49(2): 526–533.

    Article  MathSciNet  Google Scholar 

  21. Xu Z H and Liu Y G, Adaptive boundary stabilization for first-order hyperbolic PDEs with unknown spatially varying parameter, International Journal of Robust and Nonlinear Control, 2016, 26(3): 613–628.

    Article  MathSciNet  Google Scholar 

  22. Yang W Y, Cao W, Chung T S, et al., Applied Numerical Methods Using Matlab, John Wiley & Sons, Hoboken, 2005.

    Book  Google Scholar 

  23. Krstic M and Smyshlyaev A, Adaptive boundary control for unstable parabolic PDEs — Part I: Lyapunov design, IEEE Transactions on Automatic Control, 2008, 53(7): 1575–1591.

    Article  MathSciNet  Google Scholar 

  24. Smyshlyaev A and Krstić M, Adaptive Control of Parabolic PDEs, Princeton University Press, Princeton, 2010.

    Book  Google Scholar 

  25. Min Y Y and Liu Y G, Barbălat lemma and its application in analysis of system stability, Journal of Shandong University (Engineering Science), 2007, 37(1): 51–55.

    Google Scholar 

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Correspondence to Yungang Liu.

Additional information

This work was supported by the National Natural Science Foundations of China under Grant Nos. 61821004, 61873146 and 61773332, and the Special Fund of Postdoctoral Innovation Projects in Shandong Province under Grant No. 201703012.

This paper was recommended for publication by Editor HU Xiaoming.

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Li, X., Liu, Y., Li, J. et al. Adaptive Output-Feedback Stabilization for PDE-ODE Cascaded Systems with Unknown Control Coefficient and Spatially Varying Parameter. J Syst Sci Complex 34, 298–313 (2021). https://doi.org/10.1007/s11424-020-9159-z

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  • DOI: https://doi.org/10.1007/s11424-020-9159-z

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