基于模型的催眠调节内模控制的设计与研究

S. Abdulla, P. Wen, W. Xiang
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引用次数: 5

摘要

在手术中,人工控制麻醉仍然是主要的做法。已经进行了越来越多的研究来探索这一过程自动化的可能性。在麻醉过程中设计闭环控制的主要困难是由于人口统计学和药物耐受性的差异所固有的患者可变性。这些差异转化为药代动力学(PK)和药效学(PD)的差异。本研究建立了患者剂量-反应模型,并提供了适当的麻醉给药方案,以避免患者剂量不足或过量。该控制器旨在补偿患者固有的药物反应变异性,以实现最佳的输出干扰抑制,并保持最佳的设定点响应。并与传统的PID控制器进行了比较。仿真结果证实了该方法的有效性。
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The design and investigation of model based internal model control for the regulation of hypnosis
The manual control of anaesthesia is still the dominant practice during surgery. An increasing number of studies have been conducted to explore the possibility of automating this process. The major difficulty in the design of closed-loop control during anaesthesia is the inherent patient variability due to differences in demographic and drug tolerance. These discrepancies are translated into the differences in pharmacokinetics (PK), and pharmacodynamics (PD). This study develops patient dose-response models and provides an adequate drug administration regimen for the anaesthesia to avoid under or over dosing of the patients. The controllers are designed to compensate for patients inherent drug response variability, to achieve the best output disturbance rejection, and to maintain optimal set point response. The results are evaluated and compared with traditional PID controller. The performance is confirmed in our simulation.
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