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基于计算机模拟和参数估计的体循环敏感性分析。

Sensitivity analysis of the systemic circulation with a view to computer simulation and parameter estimation.

作者信息

Avanzolini G, Barbini P, Cappello A, Massai M R

机构信息

Dipartimento di Elettronica, University of Bologna, Italy.

出版信息

J Biomed Eng. 1989 Jan;11(1):43-7. doi: 10.1016/0141-5425(89)90164-7.

Abstract

A sensitivity analysis study has been performed on a seven-parameter model of the systemic vascular bed in order to obtain structure reductions appropriate for simulation and estimation. This analysis considers separately the systolic and diastolic transfer functions between arterial and venous pressures in order to divide a non-linear problem in two distinct linear problems. The results obtained refer to nominal parameter values corresponding to normal circulatory conditions in man and supply guide-lines for an application-oriented selection of reduced models. Simple resistance-compliance models are preferred because the inertial effects appear to have only slight influence. In particular, the choice of a five-parameter model seems to be convenient for simulation purposes. An additional structure reduction is suggested to reach reliable results in parameter estimation problems. The resulting model is characterized by three elements: peripheral resistance, arterial compliance and venous compliance.

摘要

为了获得适用于模拟和估计的结构简化模型,对全身血管床的七参数模型进行了敏感性分析研究。该分析分别考虑了动脉压和静脉压之间的收缩期和舒张期传递函数,以便将一个非线性问题划分为两个不同的线性问题。所获得的结果涉及对应于人体正常循环条件的标称参数值,并为面向应用的简化模型选择提供了指导。由于惯性效应似乎只有轻微影响,因此更倾向于使用简单的阻力-顺应性模型。特别是,对于模拟目的而言,选择五参数模型似乎很方便。建议进行额外的结构简化,以便在参数估计问题中获得可靠的结果。所得模型由三个要素表征:外周阻力、动脉顺应性和静脉顺应性。

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