Title :
An optimal control algorithm for intra-aortic balloon pumping
Author :
Barnea, Ofer ; Smith, Brian ; Moore, Thomas W. ; Jaron, Dov
Author_Institution :
Biomed. Eng. & Sci. Inst., Drexel Univ., Philadelphia, PA, USA
Abstract :
An unconstrained univariate optimization method was adapted to control an intra-aortic balloon pump operating under constraints in a time-varying environment. Of the four physiologically motivated constraints, minimum step size and maximum step size of the search affect the rate of convergence of the optimization algorithm. Their values were determined from computer simulations. The other constraint, the time range of allowed balloon deflation times within the cardiac cycle, was determined on the basis of previous experience with the device. The algorithm is implemented in a microprocessor based controller and successfully tested in preliminary dog experiments
Keywords :
artificial organs; biocontrol; haemodynamics; optimisation; balloon deflation time; computer simulations; dog experiments; intra-aortic balloon pumping; maximum step size; microprocessor based controller; minimum step size; optimal control algorithm; optimisation algorithm convergence rate; physiologically motivated constraints; time range; time-varying environment; unconstrained univariate optimization method; Automatic control; Availability; Biomedical engineering; Constraint optimization; Convergence; Heart; Myocardium; Optimal control; Optimization methods; Performance analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1989. Images of the Twenty-First Century., Proceedings of the Annual International Conference of the IEEE Engineering in
Conference_Location :
Seattle, WA
DOI :
10.1109/IEMBS.1989.96269