Adeela Arshad, A. Kashif, Muhammad Wasim, N. Mazhar, S. M. H. Zaidi
{"title":"Modelling Inspiration and Expiration Mechanism of Lungs using Bond Graph","authors":"Adeela Arshad, A. Kashif, Muhammad Wasim, N. Mazhar, S. M. H. Zaidi","doi":"10.1109/IEMCON.2018.8615031","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":368939,"journal":{"name":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"212 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMCON.2018.8615031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
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.