• DocumentCode
    183640
  • Title

    Nonlinear dynamics in closed-loop anesthesia: Pharmacokinetic/pharmacodynamic model under PID-feedback

  • Author

    Zhusubaliyev, Zhanybai T. ; Medvedev, Alexander ; Silva, Margarida M.

  • Author_Institution
    Dept. of Comput. Sci., South West State Univ., Kursk, Russia
  • fYear
    2014
  • fDate
    4-6 June 2014
  • Firstpage
    5496
  • Lastpage
    5501
  • Abstract
    The problem of finding admissible tunings for a PID-controller for automatic neuromuscular blockade drug administration in closed-loop anesthesia is considered. A conventional compartmental pharmacokinetic/pharmacodynamic model with Wiener structure under a PID feedback is analyzed in order to discern the safe intervals of the controller parameters that are free of complex dynamics phenomena. The analysis shows that the closed-loop system undergoes Andronov-Hopf bifurcation at a point in the model parameter space giving rise to nonlinear oscillations, as previously observed in surgical practice. For higher, but still feasible values of the Hill function parametrizing the static nonlinearity, deterministic chaos can arise in the closed loop for lower concentrations of the anesthetic drug.
  • Keywords
    bifurcation; chaos; closed loop systems; control nonlinearities; drugs; feedback; medical control systems; nonlinear dynamical systems; surgery; three-term control; Andronov-Hopf bifurcation; Hill function; PID feedback; PID-controller; Wiener structure; anesthetic drug; automatic neuromuscular blockade drug administration; closed-loop anesthesia; closed-loop system; compartmental pharmacokinetic/pharmacodynamic model; complex dynamics phenomena; controller parameters; deterministic chaos; model parameter space; nonlinear dynamics; nonlinear oscillations; static nonlinearity; surgical practice; Analytical models; Anesthesia; Bifurcation; Chaos; Drugs; Eigenvalues and eigenfunctions; Mathematical model; Biomedical; Nonlinear systems; PID control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2014
  • Conference_Location
    Portland, OR
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-3272-6
  • Type

    conf

  • DOI
    10.1109/ACC.2014.6858674
  • Filename
    6858674