Title :
Optimal determination of respiratory airflow patterns using a nonlinear multi-compartment model for a lung-rib-cage system
Author :
Hancao Li ; Haddad, W.M.
Author_Institution :
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
June 29 2011-July 1 2011
Abstract :
In this paper, we develop optimal respiratory airflow patterns using a nonlinear multi-compartment model for a lung-rib-cage system. Specifically, we use classical calculus of variations minimization techniques to derive an optimal airflow pattern for inspiratory and expiratory breathing cycles. The physiological interpretation of the optimality criteria used involve the minimization of work of breathing and lung volume acceleration for the inspiratory phase, and the minimization of the elastic potential energy and rapid airflow rate changes for the expiratory phase. Finally, we numerically integrate the resulting nonlinear two-point boundary value problems to determine the optimal airflow patterns over the inspiratory and expiratory breathing cycles.
Keywords :
biocontrol; boundary-value problems; lung; minimisation; optimal control; pattern formation; physiological models; pneumodynamics; variational techniques; elastic potential energy minimization; expiratory breathing cycles; expiratory phase; inspiratory breathing cycles; inspiratory phase; lung volume acceleration; lung-rib-cage system; minimization techniques; nonlinear multicompartment model; nonlinear two-point boundary value problems; optimal determination; optimal respiratory airflow patterns; optimality criteria; physiological interpretation; rapid airflow rate changes; variations classical calculus; Atmospheric modeling; Boundary conditions; Equations; Lungs; Mathematical model; Tin; Water;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991315