Title :
Matrix-Based Simulation for Patient-Specific Human Respiratory Air-Particle Flow Analysis
Author :
Ngali, Mohd Zamani ; Manshoor, Bukhari ; Khalid, Amir ; Kahar, Osman ; Azis, Mohd Hazmil Syahidy Abdol
Author_Institution :
Fac. of Mech. & Manuf. Eng., Univ. Tun Hussein Onn Malaysia, Batu Pahat, Malaysia
Abstract :
Conventional approach of simulating patient specific human respiratory air-particle flow involves tedious steps that include solid-fluid grid generations, air-particle solutions and results visualizations. A novel approach of combining the efficient Immersed Boundary method and Finite Difference Splitting solver within a matrix-based open source programming platform achieved in this work has radically simplified the procedure especially in the pre-processing stage. Air and particle interactions are based on Eulerian-Lagrangian technique while convergence error of less than 1 x 10-6 in all validations. Quantitative comparisons were made based on standard five percent difference. Air flow rate of 30 litre/minute was used throughout the analyses representing normal inhalation condition while a number of 10,000 and 5,000 micro particles were modeled for simplified and image based airways respectively. Three patient-specific air-particle flow analysis showed that 42.35% of particles inhaled by female subject managed to reach the end of trachea while male subject with epiglottis blockage recorded a very minimum of 0.43%. Oversized male subject recorded merely none of complete particle inhalation. Apart from the attainment of more practical matrix-based algorithm, this work also suggests that such possible pattern analyses are crucial to facilitate medical practitioners in their diagnosis and decision making process of airway flow related diseases.
Keywords :
diseases; finite difference methods; lung; matrix algebra; medical diagnostic computing; patient treatment; Eulerian-Lagrangian technique; air flow rate; airway flow related disease; epiglottis blockage; finite difference splitting solver; immersed boundary method; matrix-based open source programming; matrix-based simulation; particle inhalation; patient-specific human respiratory air-particle flow analysis; pattern analysis; solid-fluid grid generation; trachea; Atmospheric modeling; Computational modeling; Fluids; Medical diagnostic imaging; Software; Software algorithms; Air-Particle Flow; Human Respiratory; Simulation;
Conference_Titel :
Artificial Intelligence, Modelling and Simulation (AIMS), 2013 1st International Conference on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4799-3250-4
DOI :
10.1109/AIMS.2013.18