A scalable spectral Stokes solver for simulation of time-periodic flows in complex geometries
Autor: | Mahdi Esmaily, Chenwei Meng, Anirban Bhattacharjee |
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Rok vydání: | 2021 |
Předmět: |
FOS: Computer and information sciences
Numerical Analysis Physics and Astronomy (miscellaneous) Discretization Computer science Applied Mathematics Fluid Dynamics (physics.flu-dyn) FOS: Physical sciences Order of accuracy Physics - Fluid Dynamics Stokes flow Solver Finite element method Computer Science Applications Computational Engineering Finance and Science (cs.CE) Computational Mathematics Modeling and Simulation Frequency domain Convergence (routing) Applied mathematics Boundary value problem Computer Science - Computational Engineering Finance and Science |
Zdroj: | Journal of Computational Physics. 445:110601 |
ISSN: | 0021-9991 |
DOI: | 10.1016/j.jcp.2021.110601 |
Popis: | Simulation of unsteady creeping flow in complex geometries has traditionally required the use of a time-stepping procedure, which is typically costly and unscalable. To reduce the cost and allow for computations at much larger scales, we propose an alternative approach that is formulated based on the unsteady Stokes equation expressed in the time-spectral or frequency domain. This transformation results in a boundary value problem with an imaginary source term proportional to the computed mode that is discretized and solved in a complex-valued finite element solver using Bubnov-Galerkin formulation. This transformed spatio-spectral formulation presents several advantages over the traditional spatio-temporal techniques. Firstly, for cases with boundary conditions varying smoothly in time, it provides a significant saving in computational cost as it can resolve time-variation of the solution using a few modes rather than thousands of time steps. Secondly, in contrast to the traditional time integration scheme with a finite order of accuracy, this method exhibits a super convergence behavior versus the number of computed modes. Thirdly, in contrast to the stabilized finite element methods for fluid, no stabilization term is employed in our formulation, producing a solution that is consistent and more accurate. Fourthly, the proposed approach is embarrassingly parallelizable owing to the independence of the solution modes, thus enabling scalable calculations at a much larger number of processors. The comparison of the proposed technique against a standard stabilized finite element solver is performed using two- and three-dimensional canonical and complex geometries. The results show that the proposed method can produce more accurate results at 1% to 11% of the cost of the standard technique for the studied cases. |
Databáze: | OpenAIRE |
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