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A time-consistent stabilized finite element method for fluids with applications to hemodynamics
1Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, 14850, USA.
A new finite element method improves accuracy in simulating incompressible flows by replacing time step size with a physical time scale in the streamline upwind Petrov-Galerkin (SUPG) term. This consistent formulation significantly reduces errors, especially for cardiovascular simulations with small time steps.
Area of Science:
- Computational fluid dynamics
- Numerical analysis
- Scientific computing
Background:
- Incompressible flow simulations often use streamline upwind Petrov-Galerkin (SUPG) stabilization.
- The conventional SUPG formulation has an inconsistency issue related to time step size, causing significant errors in simulations requiring small time steps, such as cardiovascular flows.
Purpose of the Study:
- To propose a consistent finite element method for incompressible flows by redefining the SUPG stabilization term.
- To eliminate the method inconsistency associated with the conventional SUPG formulation, particularly at small time step sizes.
Main Methods:
- A new definition of the SUPG stabilization term is introduced, replacing the time step size with a physical time scale.
- The physical time scale is computed as the ratio of the L2-norm of acceleration to velocity.
- The proposed method was tested against the conventional method in steady pipe flow, vascular blood flow, external flow over an obstacle, and fluid-structure interaction simulations.
Main Results:
- The proposed formulation successfully eliminated the inconsistency issue present in the conventional SUPG method across all tested cases.
- While slightly more computationally expensive, the new method significantly reduced simulation errors, especially for small time step sizes.
- For steady pipe flow, the conventional method over-predicted pressure drop by a factor of three, an error reduced to approximately 1% with the proposed formulation.
Conclusions:
- The proposed consistent finite element method effectively addresses the SUPG formulation's time step dependency issue.
- This new approach offers a significant reduction in numerical error for incompressible flow simulations, particularly in complex scenarios like cardiovascular modeling.
- The method is easily implementable and provides a more accurate and reliable solution across various flow conditions and time step sizes.
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