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Disturbance observer for uncertain Lipschitz nonlinear systems under multiple time-varying delays

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Abstract

The prime aim of this paper is to synthesize a novel disturbance observer based on a cascade structure for a class of Lipschitz nonlinear systems with model uncertainties and output measurements corrupted by external disturbances and multiple time-varying delays. The proposed observation scheme is comprised of a cascade of state observers, where everyone is tasked to estimate the state over a short time interval, while the initial item provides the undelayed estimation. Each item of the cascade disturbance observer contains a dynamical proportional-integral term which allows to reduce effects of the time-delay and the unknown signals. An originality of the proposed approach is that it involves less-restrictive Lipschitz inequalities for function describing the nonlinear system. The convergence analysis is based on a Lyapunov–Krasovskii functional approach to demonstrate that the observation error is decaying to zero. The proposed disturbance observer can appropriately estimate the state variables by attenuating the effect of model uncertainties and external disturbances. An example considering a Chua’s chaotic system illustrates the effectiveness of the proposed approach.

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References

  • Ahmed-Ali T, Giri F, Krstic M, Kahelras M (2018) PDE based observer design for nonlinear systems with large output delay. Syst Control Lett 113:1–8

    Article  MathSciNet  Google Scholar 

  • Ahmed-Ali T, Cherrier E, M’Saad M (2009) Cascade high gain observers for nonlinear systems with delayed output measurement. In: Proceedings of the 48h IEEE Conference on Decision and Control (CDC) Held Jointly with 2009 28th Chinese Control Conference, pp 8226–8231

  • Assche VV, Ahmed-Ali T, Hann CAB, Lamnabhi-Lagarrigue F (2011) High gain observer design for nonlinear systems with time varying delayed measurements. IFAC Proceedings Volumes 44(1):692–696. 18th IFAC World Congress

  • Besançon G, Georges D, Benayache Z (2007) Asymptotic state prediction for continuous-time systems with delayed input and application to control. In: 2007 European Control Conference (ECC), pp 1786–1791

  • Cacace F, Germani A, Manes C (2010) An observer for a class of nonlinear systems with time varying observation delay. Syst Control Lett 59(5):305–312

    Article  MathSciNet  Google Scholar 

  • Cacace F, Germani A, Manes C (2013) A chain approach for state observation of a class of MIMO nonlinear systems with time-varying output delays. IFAC Proc Vol 46(3):546–551

    Article  Google Scholar 

  • Dong Y, Liu W, Liang S (2017) Nonlinear observer design for one-sided Lipschitz systems with time-varying delay and uncertainties. Int J Robust Nonlinear Control 27(11):1974–1998

    Article  MathSciNet  Google Scholar 

  • Farza M, Hernández-González O, Menard T, Targui B, M’saad M, Astorga-Zaragoza C-M (2018) Cascade observer design for a class of uncertain nonlinear systems with delayed outputs. Automatica 89:125–134

    Article  MathSciNet  Google Scholar 

  • Germani A, Manes C, Pepe P (2002) A new approach to state observation of nonlinear systems with delayed output. IEEE Trans Autom Control 47(1):96–101

    Article  MathSciNet  Google Scholar 

  • Hassan L, Zemouche A, Boutayeb M (2014) A new observer-based controller design method for a class of time-varying delay systems with Lipschitz nonlinearities. In: 2014 American Control Conference, pp 4163–4168

  • He Q, Liu J (2014) Sliding mode observer for a class of globally Lipschitz non-linear systems with time-varying delay and noise in its output. IET Control Theory Appl 8(14):1328–1336

    Article  MathSciNet  Google Scholar 

  • Hou M, Zitek P, Patton RJ (2002) An observer design for linear time-delay systems. IEEE Trans Autom Control 47(1):121–125

    Article  MathSciNet  Google Scholar 

  • Kazantzis N, Wright RA (2005) Nonlinear observer design in the presence of delayed output measurements. Syst Control Lett 54(9):877–886

    Article  MathSciNet  Google Scholar 

  • Khalil HK (2002) Nonlinear systems, 3rd edn. Prentice Hall, New Jersey

    MATH  Google Scholar 

  • Mao J, Karimi HR, Xiang Z (2019) Observer-based adaptive consensus for a class of nonlinear multiagent systems. IEEE Trans Syst Man Cybern Syst 49(9):1893–1900

    Article  Google Scholar 

  • Mobayen S (2014) Robust tracking controller for multivariable delayed systems with input saturation via composite nonlinear feedback. Nonlinear Dyn 76(1):827–838

    Article  MathSciNet  Google Scholar 

  • Moon YS, Park P, Kwon WH, Lee YS (2001) Delay-dependent robust stabilization of uncertain state-delayed systems. Int J Control 74(14):1447–1455

    Article  MathSciNet  Google Scholar 

  • Nemati F, Hamami SMS, Zemouche A (2019) A nonlinear observer-based approach to fault detection, isolation and estimation for satellite formation flight application. Automatica 107:474–482

    Article  MathSciNet  Google Scholar 

  • Nguyen CM, Pathirana PN, Trinh H (2019) Robust state estimation for non-linear systems with unknown delays. IET Control Theory Appl 13(8):1147–1154

    Article  MathSciNet  Google Scholar 

  • Ramírez-Rasgado F, Astorga-Zaragoza C.-M, Hernández-González O, Guerrero-Sànchez M-E, Osorio-Gordillo G-L, Reyes-Reyes J (2021) Observer synthesis for uncertain nonlinear systems with nonuniformly sampled and delayed output. IEEE Syst J 1–9

  • Subbarao K, Muralidhar PC (2008) A state observer for LTI systems with delayed outputs: Time-varying delay. In: 2008 American Control Conference, pp 3029–3033

  • Targui B, Hernández-González O, Astorga-Zaragoza C-M, Guerrero-Sánchez ME (2018) Chain observer for Lipschitz non-linear systems with long time-varying delayed measurements. IET Control Theory Appl 12:1431–1439

    Article  MathSciNet  Google Scholar 

  • Targui B, Hernández-González O, Astorga-Zaragoza C-M, Guerrero-Ramírez G-V, Guerrero-Sánchez M-E (2019) A new observer design for systems in presence of time-varying delayed output measurements. Int J Control Autom Syst 17(1):117–125

    Article  Google Scholar 

  • Targui B, Hernández-González O, Astorga-Zaragoza CM, Pouliquen M, Gehan O (2018) A chain observer for a class of nonlinear systems with long multiple delays in output measurements. In: 2018 European Control Conference (ECC) pp 1590–1595

  • Targui B, Hernández-González O, Astorga-Zaragoza C.M, Guerrero-Sánchez M.E, Valencia-Palomo G (2021) Observer for a class of lipschitz nonlinear systems with multiple time-varying delays in the nonlinear measured outputs. Asian J Control 1–11

  • Tréangle C, Farza M, M’Saad M (2019) Observer design for a class of disturbed nonlinear systems with time-varying delayed outputs using mixed time-continuous and sampled measurements. Automatica 107:231–240

    Article  MathSciNet  Google Scholar 

  • Vafaei A, Yazdanpanah MJ (2016) A chain observer for nonlinear long constant delay systems: a matrix inequality approach. Automatica 65:164–169

    Article  MathSciNet  Google Scholar 

  • Wang Z, Goodall DP, Burnham KJ (2002) On designing observers for time-delay systems with non-linear disturbances. Int J Control 75(11):803–811

    Article  MathSciNet  Google Scholar 

  • Yang H, Liu L, Wang Y (2019) Observer-based sliding mode control for bilateral teleoperation with time-varying delays. Control Eng Pract 91:104097

    Article  Google Scholar 

  • Yang Y, Lin C, Chen B, Zhao X (2020) H\(_\infty \) observer design for uncertain one-sided lipschitz nonlinear systems with time-varying delay. Appl Math Comput 375:125066

    MathSciNet  Google Scholar 

  • Zemouche A, Boutayeb M (2013) On LMI conditions to design observers for Lipschitz nonlinear systems. Automatica 49(2):585–591

    Article  MathSciNet  Google Scholar 

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Correspondence to Omar Hernández-González.

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Communicated by Antonio C. G. Leitao.

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Targui, B., Hernández-González, O., Astorga-Zaragoza, CM. et al. Disturbance observer for uncertain Lipschitz nonlinear systems under multiple time-varying delays. Comp. Appl. Math. 41, 113 (2022). https://doi.org/10.1007/s40314-022-01773-x

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  • DOI: https://doi.org/10.1007/s40314-022-01773-x

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