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Mathematical Modelling of Carbon Dioxide Exchange in Hollow Fiber Membrane Oxygenator

机译:中空纤维膜中的二氧化碳交换的数学建模

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The main objective of this study is to simulate the carbon dioxide (CO2) blood-gas exchange in membrane oxygenator, evaluate the effect of sweep gas flow rate on CO2 partial pressure (pCO2) and to determine the response of pCO2 to the step change of sweep gas flow rate. In extension to the simulation of gas transfer in membrane oxygenator, open-loop response on sweep gas flow rate was applied to the developed mathematical model to prove its effect on CO2 removal rate. Three sweep gas flow rates were set, i.e. 1 L/min (Qg/Qb= 0.5), 2 L/min (Qg/Qb= 1) and 4 L/min (Qg/Qb= 2) and the simulated pCO2 in artery was observed. Next, one-way ANOVA test was performed to determine the significant difference in CO2 removal rate between these gas flow rates. For the next test, sweep gas flow rate was changed at t= 60 second and t= 120 second of simulation, to evaluate how pCO2 will response to the step change of gas flow rate. As the result, the highest CO2 removal observed when Qg/Qb=2, as compared to gas-blood ratio of 1 and 0.5. The ANOVA test also proved the significant difference in simulated pCO2 for each flow rate. For the last test, a proportional response of pCO2 towards the change of sweep gas flow rate was highlighted. In conclusion, the rate of CO2 removal from blood can be manipulated by sweep gas flow rate and this rate can be adjusted to achieve the optimum performance of membrane oxygenator for CO2 sequestration. Keywords: Membrane oxygenator, carbon dioxide removal, mathematical modelling, open-loop control, one-way ANOVA.
机译:本研究的主要目的是模拟膜氧化器中的二氧化碳(CO2)血液 - 气体交换,评价扫描气体流速对CO2分压(PCO2)的影响,并确定PCO2对步骤变化的响应扫气液流速。在膜氧气中的气体转移模拟的延伸中,对开发的数学模型应用了对扫描气体流速的开环响应,以证明其对CO2去除率的影响。设定了三次扫描气流速率,即1升/分钟(QG / QB = 0.5),2L / min(Qg / QB = 1)和4L / min(QG / QB = 2)和动脉的模拟PCO2被观测到。接下来,进行单向ANOVA测试以确定这些气流速率之间的CO 2去除率的显着差异。对于下一个测试,在T = 60秒和T = 120秒的模拟中改变扫描气流速率,以评估PCO2将如何响应气体流速的步骤变化。结果,与QG / QB = 2相比,与气血比为1和0.5的QG / QB = 2时,观察到的最高CO 2去除。 ANOVA测试还证明了模拟PCO2的显着差异,用于每个流速。对于最后一次测试,突出了PCO2对扫描气流变化的比例响应。总之,可以通过扫描气流速率操纵从血液中取出的CO 2率,并且可以调节该速率以实现CO2封存的膜氧气的最佳性能。关键词:膜氧化,二氧化碳去除,数学建模,开环控制,单向ANOVA。

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