MATLAB/Simulink Mathematical Model for Lung and Ventilator

Mohammad Jaber, L. Hamawy, M. Hajj-Hassan, Mohamad Abou Ali, A. Kassem
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引用次数: 3

Abstract

Patients diagnosed with positive coronavirus results suffer from difficulties in breathing and major drop in blood oxygen saturation. This could lead unfortunately to a possible death if not treated well. Thus, this has increased the demand for the medical mechanical ventilators worldwide. The idea behind this work is development of a computational model for the study of the impact of different ventilation modes on patient’s respiratory system generally, and lungs more specifically. This model has been created using Matlab/Simulink platform. The studied ventilation mode is the Pressure Controlled Ventilator (PCV) signal combined to single and two compartmental models in series and in parallel mathematical models configuration of the lungs that represent the respiratory system parameters for testing. The ventilator’s setup includes the following parameters: positive end-expiratory pressure (PEEP), pressure wave, respiratory rate (RR), tidal volume, and others. By changing one of these parameters, we can monitor how this will affect the lungs by checking the volume, flow and PV loop for each lung mode. Simulation results have been recorded and are promising because this allows to study any type of ventilation modes conventional or novel ones virtually without the need to jeopardize the life of human subjects during clinical trials.
肺与呼吸机的MATLAB/Simulink数学模型
被诊断为冠状病毒阳性的患者呼吸困难,血氧饱和度大幅下降。如果治疗不当,这可能导致不幸的死亡。因此,这增加了全球对医疗机械呼吸机的需求。这项工作背后的想法是开发一个计算模型,用于研究不同通气模式对患者呼吸系统的影响,特别是对肺部的影响。该模型是在Matlab/Simulink平台上建立的。所研究的通气模式是将压力控制呼吸机(PCV)信号结合到单个和两个室室模型中,以串联和并联的数学模型配置肺部,代表呼吸系统参数进行测试。呼吸机的设置包括以下参数:呼气末正压(PEEP)、压力波、呼吸频率(RR)、潮气量等。通过改变其中一个参数,我们可以通过检查每一种肺模式的体积、流量和PV回路来监测这将如何影响肺部。模拟结果已经被记录下来,并且很有希望,因为这允许研究任何类型的通风模式,传统的或新颖的,几乎不需要在临床试验期间危及人类受试者的生命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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