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
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