Log in

Design of a new model predictive control for Lipschitz non-linear delayed switched systems with application to water pollution system

  • Original Paper
  • Published:
Multiscale and Multidisciplinary Modeling, Experiments and Design Aims and scope Submit manuscript

Abstract

An important area for future study on switched systems is the construction of model predictive control for non-linear delayed switched systems with the Lipschitz structure. This study develops a switched Lyapunov–Krasovskii functional and model predictive control approach for the non-linear delayed Lipschitz switched systems under arbitrary switching signal for asymptotically stabilizing the closed-loop system. The non-convex optimization issue is phrased as a linear matrix inequality optimizing problem, and a set of novel stability requirements was derived under the assumption that the cost function has an indefinite prediction horizon and input constraints. The success of the suggested plan is then evaluated using a computer simulation of a system that causes water pollution. The outcomes support the planned scheme’s successful performance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

The authors do not have permissions to share data.

References

  • Aminsafaee M, Shafiei MH (2019) Stabilization of uncertain nonlinear discrete-time switched systems with state delays: a constrained robust model predictive control approach. J Vib Control 25(14):2079–2090

    Article  MathSciNet  Google Scholar 

  • Baleghi NA, Shafiei MH (2018a) Stability analysis for discrete-time switched systems with uncertain time delay and affine parametric uncertainties. Trans Inst Meas Control 40(4):1150–1157

    Article  Google Scholar 

  • Baleghi NA, Shafiei MH (2018b) Design of static and dynamic output feedback controllers for a discrete-time switched non-linear system with time-varying delay and parametric uncertainty. IET Control Theory Appl 12(11):1635–1643

    Article  MathSciNet  Google Scholar 

  • Benallouch M, Schutz G, Fiorelli D, Boutayeb M (2014) H model predictive control for discrete-time switched linear systems with application to drinking water supply network. J Process Control 24(6):924–938

    Article  Google Scholar 

  • Camacho EF, Bordons C, Normey-Rico JE (1999) 2003. Model predictive control springer, Berlin (ISBN 3540762418)

    Google Scholar 

  • Dong Y, Liang S, Wang H (2019) Robust stability and H control for nonlinear discrete-time switched systems with interval time-varying delay. Math Methods Appl Sci 42(6):1999–2015

    Article  MathSciNet  MATH  Google Scholar 

  • Kermani M, Sakly A (2018) On robust stability analysis of uncertain discrete-time switched nonlinear systems with time varying delays. Math Probl Eng 2018:1–14

    Article  MathSciNet  MATH  Google Scholar 

  • Mohammed C, El Houssaine T, Mohamed O, Noureddine C (2018) Robust stability of uncertain discrete-time switched systems with time-varying delay. In: 2018 international conference on intelligent systems and computer vision (ISCV). IEEE, vol 82, no 1, pp 1–7

  • Müller M, Martius P, Allgöwer F (2012) Model predictive control of switched nonlinear systems under average dwell-time. J Process Control 22(9):1702–1710

    Article  Google Scholar 

  • Nodozi I, Rahmani M (2017) LMI-based model predictive control for switched nonlinear systems. J Process Control 59:49–58

    Article  Google Scholar 

  • Park MJ, Kwon OM, Choi SG (2017) Stability analysis of discrete-time switched systems with time-varying delays via a new summation inequality. Nonlinear Anal Hybrid Syst 23:76–90

    Article  MathSciNet  MATH  Google Scholar 

  • Qi Y, Yu W, Huang J, Yu Y (2021) Model predictive control for switched systems with a novel mixed time/event-triggering mechanism. Nonlinear Anal Hybrid Syst 42:101081

    Article  MathSciNet  MATH  Google Scholar 

  • Rahdan A, Abedi M (2023) Design of a robust model predictive control for nonlinear switched systems: a low-conservative and recursive feasibility strategy. Int J Robust Nonlinear Control 33(8):4654–4684

    Article  MathSciNet  Google Scholar 

  • Saki S, Bolandi H (2018) Optimal direct adaptive soft switching multi-model predictive control using the gap metric for spacecraft attitude control in a wide range of operating points. Aerosp Sci Technol 77:235–243

    Article  Google Scholar 

  • Shokrollahi A, Shamaghdari S (2021) Robust H model predictive control for constrained Lipschitz non-linear systems. J Process Control 104:101–111

    Article  Google Scholar 

  • Song X, Liu X (2016). Mixed H2/H model predictive control for a class of switched singular systems. In: 2016 Chinese control and decision conference (CCDC). IEEE, pp 2236–2241

  • Sun Z (2006) Switched linear systems: control and design. Springer Science & Business Media, Berlin

    Google Scholar 

  • Sun Z, Ge SS (2011) Stability theory of switched dynamical systems. Communications and Control Engineering, vol 1, pp 1–253

  • Tian E, Wong WK, Yue D, Yang TC (2015) H filtering for discrete-time switched systems with known sojourn probabilities. IEEE Trans Autom Control 60(9):2446–2451

    Article  MathSciNet  MATH  Google Scholar 

  • Wang D, Shi P, Wang J, Wang W (2012) Delay-dependent exponential H filtering for discrete-time switched delay systems. Int J Robust Nonlinear Control 22(13):1522–1536

    Article  MathSciNet  MATH  Google Scholar 

  • **ang Z, Wang R (2011) Robust stabilization of discrete-time switched non-linear systems with time delay under asynchronous switching. Trans Inst Meas Control 33(5):591–609

    Article  Google Scholar 

  • Yang H, Jiang B, Cocquempot V (2014) A survey of results and perspectives on stabilization of switched nonlinear systems with unstable modes. Nonlinear Anal Hybrid Syst 13:45–60

    Article  MathSciNet  MATH  Google Scholar 

  • Yuan C, Gu Y, Zeng W, Stegagno P (2020) Switching model predictive control of switched linear systems with average dwell time. In: 2020 American control conference, Denver, USA, pp 2888–2893

  • Zhang L, Shi P, Boukas EK (2007) H output-feedback control for switched linear discrete-time systems with time-varying delays. Int J Control 80(8):1354–1365

    Article  MathSciNet  MATH  Google Scholar 

  • Zhang L, Shi P, Basin M (2008) Robust stability and stabilisation of uncertain switched linear discrete time-delay systems. IET Control Theory Appl 2(7):606–614

    Article  MathSciNet  Google Scholar 

  • Zhang L, Li H, Chen Y (2010) Robust stability analysis and synthesis for switched discrete-time systems with time delay. Discrete Dyn Nat Soc 1:1–20

  • Zhang L, Zhuang S, Braatz RD (2016) Switched model predictive control of switched linear systems: feasibility, stability and robustness. Automatica 67:8–21

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

YM contributed to Methodology, Software, Validation, and Formal analysis. XH contributed to Writing and preparation of the Original draft, Conceptualization, Supervision, and Project administration.

Corresponding author

Correspondence to Xuesong Hui.

Ethics declarations

Conflict of interest

The authors declare no conflicts of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ma, Y., Hui, X. Design of a new model predictive control for Lipschitz non-linear delayed switched systems with application to water pollution system. Multiscale and Multidiscip. Model. Exp. and Des. (2023). https://doi.org/10.1007/s41939-023-00205-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s41939-023-00205-5

Keywords

Navigation