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基于非线性控制策略的丙泊酚麻醉给药中催眠的调控

[Regulation of hypnosis in Propofol anesthesia administration based on non-linear control strategy].

作者信息

Ilyas Muhammad, Khaqan Ali, Iqbal Jamshed, Riaz Raja Ali

机构信息

COMSATS Institute of Information Technology, Department of Electrical Engineering, Chak Shahzad, Paquistão.

National University of Computer and Emerging Sciences (FAST-NU), Department of Electrical Engineering, Islamabad, Paquistão.

出版信息

Rev Bras Anestesiol. 2017 Mar-Apr;67(2):122-130. doi: 10.1016/j.bjan.2016.12.005. Epub 2016 Dec 28.

DOI:10.1016/j.bjan.2016.12.005
PMID:28040234
Abstract

Continuous adjustment of Propofol in manual delivery of anesthesia for conducting a surgical procedure overburdens the workload of an anesthetist who is working in a multi-tasking scenario. Going beyond manual administration and Target Controlled Infusion, closed-loop control of Propofol infusion has the potential to offer several benefits in terms of handling perturbations and reducing the effect of inter-patient variability. This paper proposes a closed-loop automated drug administration approach to control Depth Of Hypnosis in anesthesia. In contrast with most of the existing research on anesthesia control which makes use of linear control strategies or their improved variants, the novelty of the present research lies in applying robust control strategy i.e. Sliding Mode Control to accurately control drug infusion. Based on the derived patient's model, the designed controller uses measurements from EEG to regulate DOH on Bispectral Index by controlling infusion rate of Propofol. The performance of the controller is investigated and characterized with real dataset of 8 patients undergoing surgery. Results of this in silico study indicate that for all the patients, with 0% overshoot observed, the steady state error lies in between ±5. Clinically, this implies that in all the cases, without any overdose, the controller maintains the desired DOH level for smooth conduction of surgical procedures.

摘要

在多任务场景下进行外科手术的麻醉手动给药过程中,持续调整丙泊酚会增加麻醉师的工作量。除了手动给药和靶控输注之外,丙泊酚输注的闭环控制在应对干扰和降低患者间变异性影响方面可能具有诸多益处。本文提出一种用于控制麻醉中催眠深度的闭环自动给药方法。与大多数利用线性控制策略或其改进变体进行麻醉控制的现有研究不同,本研究的新颖之处在于应用鲁棒控制策略即滑模控制来精确控制药物输注。基于推导得出的患者模型,所设计的控制器通过控制丙泊酚的输注速率,利用脑电图测量值来调节双谱指数上的催眠深度。使用8例接受手术患者的真实数据集对控制器的性能进行了研究和表征。该计算机模拟研究结果表明,对于所有患者,均未观察到超调,稳态误差在±5之间。临床上,这意味着在所有病例中,在无任何过量给药的情况下,控制器维持所需的催眠深度水平以确保手术过程顺利进行。

相似文献

1
[Regulation of hypnosis in Propofol anesthesia administration based on non-linear control strategy].基于非线性控制策略的丙泊酚麻醉给药中催眠的调控
Rev Bras Anestesiol. 2017 Mar-Apr;67(2):122-130. doi: 10.1016/j.bjan.2016.12.005. Epub 2016 Dec 28.
2
Regulation of hypnosis in Propofol anesthesia administration based on non-linear control strategy.基于非线性控制策略的丙泊酚麻醉给药中催眠的调控
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