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Control of Anesthesia Based on Singularly Perturbed Model

机译:基于奇异扰动模型的麻醉控制

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This chapter deals with the control of anesthesia taking into account the positivity together with the upper limitation constraints of the variables and the target interval tolerated for the depth of anesthesia during a surgery. Due to the presence of multiple time scale dynamics in the anesthesia model, the system is re-expressed through a singularly perturbed system allowing to decouple the fast dynamics from the slow ones. Differently from general approaches for singularly perturbed systems, the control objective is then to control and accelerate the fast subsystem without interest in modifying the slow dynamics. Thus, a structured state feedback control is proposed through quasi-LMI (linear matrix inequalities) conditions. The characterization of domains of stability and invariance for the system is provided. Associated convex optimization issues are then discussed. Finally, the theoretical conditions are evaluated on a simulated patient case.
机译:本章涉及麻醉的控制,考虑到阳性与变量的上限约束以及在手术期间麻醉深度的靶间隔。由于在麻醉模型中存在多个时间尺度动态,系统通过一个奇异的扰动系统重新表达,允许从慢速速度下分离快速动态。不同地,从奇异扰动系统的一般方法,控制目标然后控制并加速快速子系统,而不感兴趣地修改慢动力学。因此,通过准LMI(线性矩阵不等式)条件提出了结构化状态反馈控制。提供了系统稳定性和不变性的域的表征。然后讨论了相关的凸优化问题。最后,在模拟患者壳体上评估理论条件。

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