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Nonlinear integral extension of PID control with improved convergence of perturbed second-order dynamic systems

Published 3 Apr 2024 in math.OC, cs.SY, and eess.SY | (2404.02502v3)

Abstract: Nonlinear extension of the integral part of a standard proportional-integral-derivative (PID) feedback control is proposed for perturbed second-order systems. The approach is model-free and requires solely the Lipschitz boundedness of the unknown matched perturbations. For constant disturbances, the global asymptotic stability is shown based on the circle criterion. For Lipschitz perturbations, an ultimately bounded output error is provided based on the steady-state behavior in frequency domain. Also the transient response to the stepwise disturbances is analyzed for the control tuning. Based on the developed analysis, the design recommendations are formulated as a step by step procedure. It is also discussed how the proposed control is applicable to second-order systems extended by additional (parasitic) actuator dynamics with low-pass characteristics. The proposed nonlinear control is proven to outperform its linear PID counterpart during the settling phase, i.e. at convergence of the residual output error. An experimental case study of the second-order system with an additional actuator dynamics and considerable perturbations is demonstrated to confirm and benchmark the control performance.

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References (19)
  1. K. H. Ang, G. Chong, and Y. Li, “PID control system analysis, design, and technology,” IEEE Transactions on Control Systems Technology, vol. 13, no. 4, pp. 559–576, 2005.
  2. S. Hara, T. Iwasaki, and D. Shiokata, “Robust PID control using generalized KYP synthesis: Direct open-loop shaping in multiple frequency ranges,” IEEE Control Systems Magazine, vol. 26, no. 1, pp. 80–91, 2006.
  3. O. Garpinger, T. Hägglund, and K. J. Åström, “Performance and robustness trade-offs in PID control,” Journal of Process Control, vol. 24, no. 5, pp. 568–577, 2014.
  4. S. Skogestad, “Simple analytic rules for model reduction and PID controller tuning,” Journal of Process Control, vol. 13, no. 4, pp. 291–309, 2003.
  5. A. Bisoffi, M. Da Lio, A. R. Teel, and L. Zaccarian, “Global asymptotic stability of a PID control system with Coulomb friction,” IEEE Transactions on Automatic Control, vol. 63, no. 8, pp. 2654–2661, 2017.
  6. M. Ruderman, “Stick-slip and convergence of feedback-controlled systems with Coulomb friction,” Asian Journal of Control, vol. 24, no. 6, pp. 2877–2887, 2022.
  7. J. Clegg, “A nonlinear integrator for servomechanisms,” Transactions of the American Institute of Electrical Engineers, Part II: Applications and Industry, vol. 77, no. 1, pp. 41–42, 1958.
  8. R. Beerens, A. Bisoffi, L. Zaccarian, W. Heemels, H. Nijmeijer, and N. van de Wouw, “Reset integral control for improved settling of PID-based motion systems with friction,” Automatica, vol. 107, pp. 483–492, 2019.
  9. O. Beker, C. Hollot, Y. Chait, and H. Han, “Fundamental properties of reset control systems,” Automatica, vol. 40, no. 6, pp. 905–915, 2004.
  10. S. Van Loon, K. Gruntjens, M. F. Heertjes, N. van de Wouw, and W. Heemels, “Frequency-domain tools for stability analysis of reset control systems,” Automatica, vol. 82, pp. 101–108, 2017.
  11. H. Logemann and E. P. Ryan, “Time-varying and adaptive integral control of infinite-dimensional regular linear systems with input nonlinearities,” SIAM Journal on Control and Optimization, vol. 38, no. 4, pp. 1120–1144, 2000.
  12. H. K. Khalil, “Universal integral controllers for minimum-phase nonlinear systems,” IEEE Transactions on Automatic Control, vol. 45, no. 3, pp. 490–494, 2000.
  13. Z.-P. Jiang and I. Marcels, “Robust nonlinear integral control,” IEEE Transactions on Automatic Control, vol. 46, no. 8, pp. 1336–1342, 2001.
  14. M. Ruderman, “Motion control with optimal nonlinear damping: from theory to experiment,” Control Engineering Practice, vol. 127, p. 105310, 2022.
  15. A. I. Lur’e and V. N. Postnikov, “On the theory of stability of control systems,” Applied Mathematics and Mechanics, vol. 8, pp. 246–248, 1944.
  16. K. Narendra and R. Goldwyn, “A geometrical criterion for the stability of certain nonlinear nonautonomous systems,” IEEE Transactions on Circuit Theory, vol. 11, no. 3, pp. 406–408, 1964.
  17. I. Sandberg, “A frequency-domain condition for the stability of feedback systems containing a single time-varying nonlinear element,” Bell System Technical Journal, vol. 43, no. 4, pp. 1601–1608, 1964.
  18. A. Levant, “Robust exact differentiation via sliding mode technique,” Automatica, vol. 34, no. 3, pp. 379–384, 1998.
  19. J. Moreno, “Lyapunov function for Levant’s second order differentiator,” in IEEE 51st Conference on Decision and Control (CDC’12), 2012, pp. 6448–6453.

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