DocumentCode :
65650
Title :
Improving the Stability of Cardiac Mechanical Simulations
Author :
Land, Sander ; Niederer, Steven A. ; Lamata, Pablo ; Smith, Nicolas P.
Author_Institution :
King´s Coll. London, London, UK
Volume :
62
Issue :
3
fYear :
2015
fDate :
Mar-15
Firstpage :
939
Lastpage :
947
Abstract :
In the field of cardiac modeling, the mechanical action of the heart is often simulated using finite element methods. These simulations are becoming increasingly challenging as the computational domain is customized to a patient´s anatomy, within which large heterogeneous tension gradients are generated via biophysical cell models which drive simulations of the cardiac pump cycle. The convergence of nonlinear solvers in simulations of large deformation mechanics depends on many factors. When extreme stress or irregular deformations are modeled, commonly used numerical methods can often fail to find a solution, which can prevent investigation of interesting parameter variations or use of models in a clinical context with high standards for robustness. This paper outlines a novel numerical method that is straightforward to implement and which significantly improves the stability of these simulations. The method involves adding a compressibility penalty to the standard incompressible formulation of large deformation mechanics. We compare the method´s performance when used with both a direct discretization of the equations for incompressible solid mechanics, as well as the formulation based on an isochoric/deviatoric split of the deformation gradient. The addition of this penalty decreases the tendency for solutions to deviate from the incompressibility constraint, and significantly improves the ability of the Newton solver to find a solution. Additionally, our method maintains the expected order of convergence under mesh refinement, has nearly identical solutions for the pressure-volume relations, and stabilizes the solver to allow challenging simulations of both diastolic and systolic function on personalized patient geometries.
Keywords :
biomedical engineering; cardiology; finite element analysis; mechanical stability; Newton solver; biophysical cell model; cardiac mechanical simulation stability improvement; cardiac modeling; cardiac pump cycle; compressibility penalty; deformation gradient; deformation mechanics incompressible formulation; diastolic function; finite element method; heart mechanical action; incompressibility constraint; irregular deformation; isochoric-deviatoric split; mesh refinement; nonlinear solver convergence; numerical method; patient anatomy; patient geometry; pressure-volume relation; stress deformation; systolic function; Biological system modeling; Computational modeling; Convergence; Equations; Mathematical model; Numerical models; Strain; Cardiac mechanics; cardiac mechanics; incompressibility; nonlinear solvers; solid mechanics;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2014.2373399
Filename :
6971106
Link To Document :
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