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Noninvasive Activity-based Control of an Implantable Rotary Blood Pump: Comparative Software Simulation Study

机译:基于无创活动的植入式旋转血泵控制:比较软件仿真研究

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A control algorithm for an implantable centrifugal rotary blood pump (RBP) based on a noninvasive indicator of the implant recipient's activity level has been proposed and evaluated in a software simulation environment. An activity level index (ALI)—derived from a noninvasive estimate of heart rate and the output of a triaxial accelerometer—forms the noninvasive indicator of metabolic energy expenditure. Pump speed is then varied linearly according to the ALI within a defined range. This ALI-based control module operates within a hierarchical multiobjective framework, which imposes several constraints on the operating region, such as minimum flow and minimum speed amplitude thresholds. Three class IV heart failure (HF) cases of varying severity were simulated under rest and exercise conditions, and a comparison with other popular RBP control strategies was performed. Pump flow increases of 2.54, 1.94, and 1.15 L/min were achieved for the three HF cases, from rest to exercise. Compared with constant speed control, this represents a relative flow change of 30.3, 19.8, and −15.4%, respectively. Simulations of the proposed control algorithm exhibited the effective intervention of each constraint, resulting in an improved flow response and the maintenance of a safe operating condition, compared with other control modes.
机译:已经提出了一种基于植入物接受者活动水平的非侵入性指标的植入式离心旋转式血泵(RBP)的控制算法,并在软件仿真环境中对其进行了评估。活动水平指数(ALI)由无创心率估算和三轴加速度计的输出得出,构成了代谢能量消耗的无创指标。然后,泵速根据ALI在定义的范围内线性变化。这种基于ALI的控制模块在分层的多目标框架内运行,这对操作区域施加了一些约束,例如最小流量和最小速度幅度阈值。在休息和运动条件下模拟了三例严重程度不同的IV级心力衰竭(HF)病例,并与其他流行的RBP控制策略进行了比较。从休息到运动,这三种HF病例的泵流量分别增加了2.54、1.94和1.15 L / min。与恒速控制相比,这表示相对流量变化分别为30.3%,19.8%和-15.4%。与其他控制模式相比,所提出的控制算法的仿真表现出对每个约束的有效干预,从而改善了流量响应并维持了安全的工作条件。

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