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Optimized Reference Signal for Induction of General Anesthesia with Propofol

机译:用异丙酚诱导全身麻醉的优化参考信号

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摘要

In this paper we propose the use of an optimization strategy for the computation of an optimized reference (command) input to be applied to a proportional-integral-derivative (PID) based closed-loop control system for the administration of propofol during the induction phase of general anesthesia. The bispectral index scale (BIS) is the controlled variable. The proposed methodology explicitly takes into account the dynamics of the PID controller in the calculation of the reference input to minimize the induction time of anesthesia while limiting the undershoot of the BIS level. The effectiveness of the proposed methodology is assessed in simulation by means of a Monte Carlo method and the performance is compared with that of an optimally tuned PID controller and with that of a recently devised optimized feedforward control law. The effect of the PID tuning on the obtainable performance is also investigated.
机译:在本文中,我们提出了使用优化策略来计算用于在感应阶段期间施加基于比例 - 积分 - 基于衍生(PID)闭环控制系统的优化参考(命令)输入,以便在感应阶段施用异丙酚 一般麻醉。 双光谱指数比例(BIS)是受控变量。 所提出的方法明确地考虑了PID控制器在计算参考输入中的动态,以最小化麻醉时的诱导时间,同时限制BIS水平的下划线。 通过蒙特卡罗方法评估所提出的方法的有效性,并将性能与最佳调谐的PID控制器的性能进行比较,并且具有最近设计的优化的前馈控制法的性能。 还研究了PID调整对可获得性能的影响。

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