Title :
Single and two phase flow CFD solvers using GPU
Author :
Reddy, S. Rama ; Sebastian, J. ; Miyyadad, S.M. ; Banerjee, Rohan ; Sivadasan, Naveen
Author_Institution :
Indian Inst. of Technol. Hyderabad, Hyderabad, India
Abstract :
We present parallelization of single and two phase flow CFD solvers on a graphics processing unit (GPU) platform. Numerical simulations are done for some standard benchmark test cases for both single and two phase flow solvers. The formulation is based on finite volume method with SMAC algorithm on regular cartesian and collocated grid. Volume of fluid method in used for tracking the interface in multiphase flow solver. Pressure poisson equation is the most time consuming part of the solvers and hence this part is imported on to GPU. Pressure Poisson equation is solved by the conventional Gauss siedel method. Present day modern graphics hardware has several hundred cores which can be effectively used by CFD solvers to parallelize the computation. The results are validated against the reference solutions of the teat cases. A comparison is done between CPU and GPU simulations to estimate the computational acceleration and accuracy obtained.
Keywords :
Poisson equation; finite volume methods; flow simulation; graphics processing units; iterative methods; mechanical engineering computing; multiphase flow; parallel processing; CPU simulations; GPU platform; GPU simulations; Gauss Seidel method; SMAC algorithm; collocated grid; finite volume method; graphics hardware; graphics processing unit platform; pressure Poisson equation; regular Cartesian; single phase flow CFD solver parallelization; two phase flow CFD solver parallelization; volume of fluid method; Computational modeling; Computer architecture; Fluids; Graphics processing units; Instruction sets; Mathematical model; Poisson equations; GPU; Multiphase flows; collocated grid; volume of fluid;
Conference_Titel :
Parallel Computing Technologies (PARCOMPTECH), 2013 National Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-1589-7
DOI :
10.1109/ParCompTech.2013.6621398