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Safety, constraints and anti-windup in closed-loop anesthesia

机译:闭环麻醉中的安全性,约束和抗风

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Feasibility of closed-loop anesthesia has been shown in a number of clinical studies. Demonstration of patient safety will be essential to convince regulatory authorities of the benefits of such systems. This paper considers safety constraints for closed-loop propofol anesthesia based on its therapeutic range. Simulation scenarios are proposed for evaluation of control strategies in the presence of these constraints. The scenarios reproduce realistic situations encountered in clinical practice. Using the proposed scenarios, the performance of L_2 anti-windup is compared to sliding mode reference conditioning and to back-calculation anti-windup. It is concluded that L_2 anti-windup might not be appropriate for this problem. The sliding mode solution results in behaviour comparable to the Hanus conditioned controller and there seems to be no need for fast switching. The back-calculation anti-windup performs well in a variety of situations.
机译:在许多临床研究中显示了闭环麻醉的可行性。患者安全的证明对于说服这些系统的福利的监管机构至关重要。本文考虑了基于其治疗范围的闭环异丙酚麻醉安全约束。建议仿真方案用于评估这些约束存在的控制策略。这种情况在临床实践中遭到遇到的现实情况。使用所提出的场景,将L_2防风的性能与滑动模式参考调节和背部计算防卷进行比较。它的结论是,L_2防风可能不适合这个问题。滑动模式解决方案导致与Hanus调节控制器相当的行为,并且似乎不需要快速切换。背部计算抗风在各种情况下表现良好。

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