학술논문

Online system identification of heat transfers in lungs with the LMRPEM-2 method
Document Type
Conference
Source
2023 International Conference on Fractional Differentiation and Its Applications (ICFDA) Fractional Differentiation and Its Applications (ICFDA), 2023 International Conference on. :1-6 Mar, 2023
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Adaptation models
Tissue damage
Biological system modeling
Frequency-domain analysis
Lung
Mathematical models
Real-time systems
heat transfer
lungs
heat equation
bio-heat equation
system identification
fractional derivative
fractional calculus
Language
Abstract
During cardiac surgery, an extracorporeal circulation system is used. This implies that the lungs are disconnected from the body during the procedure. In order to reduce potential tissue damage, a mild hypothermia is applied to the lungs. An improved comprehension of lung heat transfer dynamics may enhance the control of such hypothermia.A thermal model based upon the thermal two-port network allows to have a broad frequency domain validity, which allow to have a valid model over the human breathing frequency range. This formalism can be adapted in order to also include the effect of blood flow, which is a natural thermal regulator for the human body. This is achieved through the combination of the thermal two-port network and the bio-heat equation.Besides the physical modeling, system identification may also be important. If one wants to track model parameter fluctuations during a procedure, a real-time system identification method is desired. Therefore, recursive methods will be developed.