“…For more details about the KS statistical test and the estimation of procedure, the works of Kumar et al 24 and Malaikannan et al 51 can be referred. For more details about the KS statistical test and the estimation of procedure, the works of Kumar et al 24 and Malaikannan et al 51 can be referred.…”
Section: Continuum Breakdown Parametermentioning
confidence: 99%
“…Comeaux et al 19 reported that the Burnett equations violate the second law of thermodynamics at high Knudsen numbers. 24 Thus, in this regime, kinetic particle-based methods, such as the Direct Simulation Monte-Carlo (DSMC) 17 are widely used. 20 Also, the robustness of these equations in an accurate modeling of semi-rarefied to rarefied flow problems is an standing issue.…”
Section: Introductionmentioning
confidence: 99%
“…24,[39][40][41][42] These works have shown some success in modeling of flows wherein length scales range from continuum to rarefied flow regime; however, such hybrid schemes need to be further analyzed and explored so that they emerge as well-established flow solvers for applications related to high-speed rarefied gas flows and beyond. Such pure particle-based hybrid schemes do not suffer from usual hybridization issues, since particles carry information from one region to the other, thus not requiring the transformation of particle information in macroscopic form and vice versa.…”
Section: Introductionmentioning
confidence: 99%
“…Bhatnagar-Gross-Krook (BGK), 22 ellipsoidal-statistical BGK (ES-BGK) 23 model kinetic equations are based on simplifying the complicated collision term; however, they are found to be accurate for near-continuum flows only. 24 Thus, in this regime, kinetic particle-based methods, such as the Direct Simulation Monte-Carlo (DSMC) 17 are widely used. Direct Simulation Monte-Carlo is considered to be a pure simulation method, which gives physics-based solution to the Boltzmann equation, without solving it directly.…”
Section: Introductionmentioning
confidence: 99%
“…A few researchers have contributed to the development of such particle-particle hybrid methods. 24,[39][40][41][42] These works have shown some success in modeling of flows wherein length scales range from continuum to rarefied flow regime; however, such hybrid schemes need to be further analyzed and explored so that they emerge as well-established flow solvers for applications related to high-speed rarefied gas flows and beyond.…”
Summary
A new 2D parallel multispecies polyatomic particle–based hybrid flow solver is developed by coupling the Direct Simulation Monte Carlo (DSMC) method with a novel Dynamic Collision Limiter (DCL) approach to solve multiscale transitional flows. The hybrid DSMC‐DCL solver can solve nonequilibrium multiscale flows with length scales ranging from continuum to rarefied. The DCL method, developed in this work, dynamically assigns different number of collisions in cells, which is based on the local value of K‐S parameter such that the number of collisions per time step is limited in near‐equilibrium flow regions. Present hybrid solver uses the Kolmogorov‐Smirnov statistical test as the continuum breakdown parameter, based on which, the solution domain is decomposed into near‐equilibrium and nonequilibrium flow regions. Direct Simulation Monte Carlo is used where nonequilibrium flow regions are encountered, while the DCL method is used where flow regions are found to be in near‐equilibrium state. In this work, we have studied hypersonic flow of nitrogen over a blunt body with an aerospike and supersonic flow of argon through a micronozzle. The results obtained by the hybrid DSMC‐DCL solver are compared and shown to agree well with the experimental data and with those obtained from DSMC, with significant savings in the computational cost.
“…For more details about the KS statistical test and the estimation of procedure, the works of Kumar et al 24 and Malaikannan et al 51 can be referred. For more details about the KS statistical test and the estimation of procedure, the works of Kumar et al 24 and Malaikannan et al 51 can be referred.…”
Section: Continuum Breakdown Parametermentioning
confidence: 99%
“…Comeaux et al 19 reported that the Burnett equations violate the second law of thermodynamics at high Knudsen numbers. 24 Thus, in this regime, kinetic particle-based methods, such as the Direct Simulation Monte-Carlo (DSMC) 17 are widely used. 20 Also, the robustness of these equations in an accurate modeling of semi-rarefied to rarefied flow problems is an standing issue.…”
Section: Introductionmentioning
confidence: 99%
“…24,[39][40][41][42] These works have shown some success in modeling of flows wherein length scales range from continuum to rarefied flow regime; however, such hybrid schemes need to be further analyzed and explored so that they emerge as well-established flow solvers for applications related to high-speed rarefied gas flows and beyond. Such pure particle-based hybrid schemes do not suffer from usual hybridization issues, since particles carry information from one region to the other, thus not requiring the transformation of particle information in macroscopic form and vice versa.…”
Section: Introductionmentioning
confidence: 99%
“…Bhatnagar-Gross-Krook (BGK), 22 ellipsoidal-statistical BGK (ES-BGK) 23 model kinetic equations are based on simplifying the complicated collision term; however, they are found to be accurate for near-continuum flows only. 24 Thus, in this regime, kinetic particle-based methods, such as the Direct Simulation Monte-Carlo (DSMC) 17 are widely used. Direct Simulation Monte-Carlo is considered to be a pure simulation method, which gives physics-based solution to the Boltzmann equation, without solving it directly.…”
Section: Introductionmentioning
confidence: 99%
“…A few researchers have contributed to the development of such particle-particle hybrid methods. 24,[39][40][41][42] These works have shown some success in modeling of flows wherein length scales range from continuum to rarefied flow regime; however, such hybrid schemes need to be further analyzed and explored so that they emerge as well-established flow solvers for applications related to high-speed rarefied gas flows and beyond.…”
Summary
A new 2D parallel multispecies polyatomic particle–based hybrid flow solver is developed by coupling the Direct Simulation Monte Carlo (DSMC) method with a novel Dynamic Collision Limiter (DCL) approach to solve multiscale transitional flows. The hybrid DSMC‐DCL solver can solve nonequilibrium multiscale flows with length scales ranging from continuum to rarefied. The DCL method, developed in this work, dynamically assigns different number of collisions in cells, which is based on the local value of K‐S parameter such that the number of collisions per time step is limited in near‐equilibrium flow regions. Present hybrid solver uses the Kolmogorov‐Smirnov statistical test as the continuum breakdown parameter, based on which, the solution domain is decomposed into near‐equilibrium and nonequilibrium flow regions. Direct Simulation Monte Carlo is used where nonequilibrium flow regions are encountered, while the DCL method is used where flow regions are found to be in near‐equilibrium state. In this work, we have studied hypersonic flow of nitrogen over a blunt body with an aerospike and supersonic flow of argon through a micronozzle. The results obtained by the hybrid DSMC‐DCL solver are compared and shown to agree well with the experimental data and with those obtained from DSMC, with significant savings in the computational cost.
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