Numerical Optimal Control of Turbo Dynamic Ventricular Assist Devices
AbstractThe current paper presents a methodology for the derivation of optimal operating strategies for turbo dynamic ventricular assist devices (tVADs). In current clinical practice, tVADs are typically operated at a constant rotational speed, resulting in a blood flow with a low pulsatility. Recent research in the field has aimed at optimizing the interaction between the tVAD and the cardiovascular system by using predefined periodic speed profiles. In the current paper, we avoid the limitation of using predefined profiles by formulating an optimal-control problem based on a mathematical model of the cardiovascular system and the tVAD. The optimal-control problem is solved numerically, leading to cycle-synchronized speed profiles, which are optimal with respect to an arbitrary objective. Here, an adjustable trade-off between the maximization of the flow through the aortic valve and the minimization of the left-ventricular stroke work is chosen. The optimal solutions perform better than constant-speed or sinusoidal-speed profiles for all cases studied. The analysis of optimized solutions provides insight into the optimized interaction between the tVAD and the cardiovascular system. The numerical approach to the optimization of this interaction represents a powerful tool with applications in research related to tVAD control. Furthermore, patient-specific, optimized VAD actuation strategies can potentially be derived from this approach.
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Amacher, R.; Asprion, J.; Ochsner, G.; Tevaearai, H.; Wilhelm, M.J.; Plass, A.; Amstutz, A.; Vandenberghe, S.; Daners, M.S. Numerical Optimal Control of Turbo Dynamic Ventricular Assist Devices. Bioengineering 2014, 1, 22-46.
Amacher R, Asprion J, Ochsner G, Tevaearai H, Wilhelm MJ, Plass A, Amstutz A, Vandenberghe S, Daners MS. Numerical Optimal Control of Turbo Dynamic Ventricular Assist Devices. Bioengineering. 2014; 1(1):22-46.Chicago/Turabian Style
Amacher, Raffael; Asprion, Jonas; Ochsner, Gregor; Tevaearai, Hendrik; Wilhelm, Markus J.; Plass, André; Amstutz, Alois; Vandenberghe, Stijn; Daners, Marianne S. 2014. "Numerical Optimal Control of Turbo Dynamic Ventricular Assist Devices." Bioengineering 1, no. 1: 22-46.