TY - JOUR
T1 - Numerical experiment for ultrasonic-measurement-integrated simulation of three-dimensional unsteady blood flow
AU - Funamoto, Kenichi
AU - Hayase, Toshiyuki
AU - Saijo, Yoshifumi
AU - Yambe, Tomoyuki
N1 - Funding Information:
The authors would like to express their thanks to Dr. Nobuyoshi Asai at the University of Aizu for his cooperation concerning the grid generation for the computation using FLUENT. All computations were performed using the supercomputer system (SGI Altix 3700 B · 2, SGI Japan, Tokyo, Japan) at the Advanced Fluid Information Research Center, Institute of Fluid Science, Tohoku University. The authors are grateful to the staff of the AFI Research Center for their support in the computational work. The present study was partially funded by research fellowship #16-3421 from the Japan Society for the Promotion of Science for Young Scientists.
PY - 2008/8
Y1 - 2008/8
N2 - Integration of ultrasonic measurement and numerical simulation is a possible way to break through limitations of existing methods for obtaining complete information on hemodynamics. We herein propose Ultrasonic-Measurement- Integrated (UMI) simulation, in which feedback signals based on the optimal estimation of errors in the velocity vector determined by measured and computed Doppler velocities at feedback points are added to the governing equations. With an eye towards practical implementation of UMI simulation with real measurement data, its efficiency for three-dimensional unsteady blood flow analysis and a method for treating low time resolution of ultrasonic measurement were investigated by a numerical experiment dealing with complicated blood flow in an aneurysm. Even when simplified boundary conditions were applied, the UMI simulation reduced the errors of velocity and pressure to 31% and 53% in the feedback domain which covered the aneurysm, respectively. Local maximum wall shear stress was estimated, showing both the proper position and the value with 1% deviance. A properly designed intermittent feedback applied only at the time when measurement data were obtained had the same computational accuracy as feedback applied at every computational time step. Hence, this feedback method is a possible solution to overcome the insufficient time resolution of ultrasonic measurement.
AB - Integration of ultrasonic measurement and numerical simulation is a possible way to break through limitations of existing methods for obtaining complete information on hemodynamics. We herein propose Ultrasonic-Measurement- Integrated (UMI) simulation, in which feedback signals based on the optimal estimation of errors in the velocity vector determined by measured and computed Doppler velocities at feedback points are added to the governing equations. With an eye towards practical implementation of UMI simulation with real measurement data, its efficiency for three-dimensional unsteady blood flow analysis and a method for treating low time resolution of ultrasonic measurement were investigated by a numerical experiment dealing with complicated blood flow in an aneurysm. Even when simplified boundary conditions were applied, the UMI simulation reduced the errors of velocity and pressure to 31% and 53% in the feedback domain which covered the aneurysm, respectively. Local maximum wall shear stress was estimated, showing both the proper position and the value with 1% deviance. A properly designed intermittent feedback applied only at the time when measurement data were obtained had the same computational accuracy as feedback applied at every computational time step. Hence, this feedback method is a possible solution to overcome the insufficient time resolution of ultrasonic measurement.
KW - Aneurysm
KW - Bio-fluid mechanics
KW - Boundary condition
KW - Color Doppler imaging
KW - Computational fluid dynamics
KW - Hemodynamics
KW - Measurement-integrated simulation
KW - Ultrasonic measurement
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U2 - 10.1007/s10439-008-9519-7
DO - 10.1007/s10439-008-9519-7
M3 - Article
C2 - 18506625
AN - SCOPUS:49049111484
SN - 0090-6964
VL - 36
SP - 1383
EP - 1397
JO - Annals of Biomedical Engineering
JF - Annals of Biomedical Engineering
IS - 8
ER -