DocumentCode :
3529443
Title :
Robust control for propofol induced anesthesia based on Second-Order Sliding-Mode Control
Author :
Gallardo Hernandez, Ana Gabriela ; Fridman, L. ; Eslava Escobar, Aldo ; Davila, Jorge ; Leder, Ron ; Revilla Monsalve, Cristina ; Islas Andrade, Sergio ; Hernandez, Ana Luisa
Author_Institution :
Centro Medico Nac. Siglo XXI, Mexico City, Mexico
fYear :
2013
fDate :
10-13 Dec. 2013
Firstpage :
2864
Lastpage :
2869
Abstract :
The effect of anesthesia can be different in every patient. It is often the case that anesthesia has to be induced in emergency situations, where identification of the patient´s parameters cannot be done. It is preferable to have a controller insensitive to parameter variations, such as Second-Order Sliding-ModeControl (SOSMC). This kind of controller is also robust with respect to singular perturbations that may occur during surgery; therefore SOSMC is well suited to perform a closed loop propofol dosage. This in silico study tests the performance of an SOSMC for 4 different patients, to evaluate its insensibility to parameter variation (interpatient variability). SOSMC robustness with respect to perturbations is evaluated by a bleeding simulation, that changes the parameters of the pharmacokinetic model (intrapatient variability), and also by inducing a surgical stimuli.
Keywords :
closed loop systems; medical control systems; parameter estimation; robust control; surgery; variable structure systems; SOSMC; anesthesia effect; bleeding simulation; closed loop propofol dosage; emergency situations; interpatient variability; parameter variations; patient parameter identification; pharmacokinetic model; propofol induced anesthesia; robust control; second-order sliding-mode control; singular perturbations; surgical stimuli; Anesthesia; Brain modeling; Drugs; Hemorrhaging; Monitoring; Robustness; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
ISSN :
0743-1546
Print_ISBN :
978-1-4673-5714-2
Type :
conf
DOI :
10.1109/CDC.2013.6760318
Filename :
6760318
Link To Document :
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