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Robust Higher-Order Nonsingular Terminal Sliding Mode Control of Unknown Nonlinear Dynamic Systems

Author

Listed:
  • Quanmin Zhu

    (School of Engineering, University of the West of England, Frenchy Campus, Coldharbour Lane, Bristol BS16 1QY, UK)

  • Jianhua Zhang

    (School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China)

  • Zhen Liu

    (School of Automation, Qingdao University, Qingdao 266071, China)

  • Shuanghe Yu

    (College of Marine Electrical Engineering, Dalian Maritime University, Dalian 116026, China)

Abstract

In contrast to the majority of model-based terminal sliding mode control (TSMC) approaches that rely on the plant physical model and/or data-driven adaptive pointwise model, this study treats the unknown dynamic plant as a total uncertainty in a black box with enabled control inputs and attainable outputs (either measured or estimated), which accordingly proposes a model-free (MF) nonsingular terminal sliding mode control (MFTSMC) for higher-order dynamic systems to reduce the tedious modelling work and the design complexity associated with the model-based control approaches. The total model-free controllers, derived from the Lyapunov differential inequality, obviously provide conciseness and robustness in analysis/design/tuning and implementation while keeping the essence of the TSMC. Three simulated bench test examples, in which two of them have representatively numerical challenges and the other is a two-link rigid robotic manipulator with two input and two output (TITO) operational mode as a typical multi-degree interconnected nonlinear dynamics tool, are studied to demonstrate the effectiveness of the MFTSMC and employed to show the user-transparent procedure to facilitate the potential applications. The major MFTSMC performance includes (1) finite time ( 2.5 ± 0.05 s) dynamic stabilization to equilibria in dealing with total physical model uncertainty and disturbance, (2) effective dynamic tracking and small steady state error 0 ± 0.002 , (3) robustness (zero sensitivity at state output against the unknown bounded internal uncertainty and external disturbance), (4) no singularity issue in the neighborhood of TSM σ = 0 , (5) stable chattering with low amplitude ( ± 0.01 ) at frequency 50 mHz due to high gain used against disturbance d ( t ) = 100 + 30 sin ( 2 π t ) ). The simulation results are similar to those from well-known nominal model-based approaches.

Suggested Citation

  • Quanmin Zhu & Jianhua Zhang & Zhen Liu & Shuanghe Yu, 2025. "Robust Higher-Order Nonsingular Terminal Sliding Mode Control of Unknown Nonlinear Dynamic Systems," Mathematics, MDPI, vol. 13(10), pages 1-23, May.
  • Handle: RePEc:gam:jmathe:v:13:y:2025:i:10:p:1559-:d:1652174
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    References listed on IDEAS

    as
    1. Kening Li & Jianyong Cao & Fan Yu, 2013. "Study on the Nonsingular Problem of Fractional-Order Terminal Sliding Mode Control," Mathematical Problems in Engineering, Hindawi, vol. 2013, pages 1-7, August.
    2. Quanmin Zhu & Ruobing Li & Jianhua Zhang, 2023. "Model-free robust decoupling control of nonlinear nonaffine dynamic systems," International Journal of Systems Science, Taylor & Francis Journals, vol. 54(13), pages 2590-2607, October.
    3. Quanmin Zhu & Weicun Zhang & Shaoyuan Li & Qiang Chen & Jing Na & Haigang Ding, 2025. "U-control – a universal platform for control system design with inversion/cancellation of nonlinearity, dynamic and coupling through model-based to model-free procedures," International Journal of Systems Science, Taylor & Francis Journals, vol. 56(3), pages 484-501, February.
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