用键图建模肺的吸气和呼气机制

Adeela Arshad, A. Kashif, Muhammad Wasim, N. Mazhar, S. M. H. Zaidi
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引用次数: 1

摘要

在现代技术时代,机械呼吸机的研究在基于机械呼吸机处理的模型设计方面得到了极大的发展。在基于模型的MV治疗中,使用肺的数学模型来检测肺部疾病。在拟议的工作中,肺的吸气和呼气机制已经用键图建模。使用气缸和蓄能器分配肺段的液压类比。从鼻孔到气管的上呼吸道被建模为单柱,具有阻力和相关的顺应效应。气管至下肺段由23代气道组成。在本研究中,4代分别考虑抗性和依从性,而第5代至第17代的抗性和依从性效应被集中考虑。这些都是用尺寸递减的圆柱体来模拟的。第17 ~ 23代为呼吸区,建模为具有顺应性和阻力相关的蓄能器。采用灰盒模型估计方法对4代模型参数进行估计,并设计了控制器。使用20sim软件确定压力(P)和体积(V)之间的关系,并评估模型性能。模型能够预测真实的PV曲线,从而导致肺部疾病的筛查。模型可用于临床试验与任何现有的MV。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling Inspiration and Expiration Mechanism of Lungs using Bond Graph
In modern technological era research in Mechanical Ventilators (MV) has drastically increased in designing model based MV treatment. In model based MV treatment mathematical model of lung is used to detect lungs diseases. In proposed work, inspiration and expiration mechanism of lungs has been modelled using Bond Graphs. Lung segments are assigned Hydraulic analogies using cylinders and accumulators. Upper airway from nostrils to trachea is modelled as single cylinder having resistance and associated compliance effect. Trachea to lower lung segment consists of 23 generations of airways. In this study, 4 generations are considered with their respective resistance and compliance, whereas resistance and compliance effect, of 5th to 17th generations are lumped. These are modelled with cylinders of decreasing size. Generation 17 to 23 are considered as respiratory zone that are modelled as accumulator having compliance and resistance associated. Grey-Box model estimation is used to estimate model parameters of 4 generations and controller is designed. 20 sim software is used to determine the relationship between Pressure (P) and Volume (V) and evaluate the model performance. Model is capable of predicting the true PV curves and thus leading to screening of lungs diseases. Model can be used for clinical trials with any existing MV.
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