dc.contributor.author |
ARSHAD, ADEELA |
|
dc.date.accessioned |
2023-08-10T04:35:18Z |
|
dc.date.available |
2023-08-10T04:35:18Z |
|
dc.date.issued |
2018 |
|
dc.identifier.other |
00000170413 |
|
dc.identifier.uri |
http://10.250.8.41:8080/xmlui/handle/123456789/36105 |
|
dc.description |
Supervisor: DR.SYED TAHIR ZAIDI |
en_US |
dc.description.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 and determine the optimal MV settings to aid clinician. In proposed
work, inspiration and expiration mechanism of lungs has been modelled using Bond Graphs. Bond
graph modeling has preference over conventional modeling in such a way that differential equation
do not complicate the system. Physical system is directly accessed and engineering model is
developed after that it is converted to bond graph.
Lung segments are assigned Hydraulic analogies using cylinders and accumulators. 65536
branches are modelled as 65536 cylinders with decreasing sizes. 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. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
College of Electrical & Mechanical Engineering (CEME), NUST |
en_US |
dc.subject |
Keywords: bond graph, PV curves, grey-box, feedback controller |
en_US |
dc.title |
MODELING INSPIRATION AND EXPIRATION MECHANISM OF LUNGS USING BOND GRAPH |
en_US |
dc.type |
Thesis |
en_US |