Ray Effect Mitigation for the Discrete Ordinates Method through Quadrature Rotation
| Autor: | Thomas Camminady, Kerstin Küpper, Jonas Kusch, Martin Frank |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Physics
Numerical Analysis Physics and Astronomy (miscellaneous) Applied Mathematics Lattice problem Mathematical analysis Rotational symmetry Spherical harmonics Numerical Analysis (math.NA) 010103 numerical & computational mathematics 01 natural sciences 85A25 70F45 82D75 65M70 41A55 Computer Science Applications 010101 applied mathematics Computational Mathematics Ordinate Modeling and Simulation Lattice (order) Phase space FOS: Mathematics Radiative transfer Mathematics - Numerical Analysis 0101 mathematics Finite set |
| Popis: | Solving the radiation transport equation is a challenging task, due to the high dimensionality of the solution's phase space. The commonly used discrete ordinates (S$_N$) method suffers from ray effects which result from a break in rotational symmetry from the finite set of directions chosen by S$_N$. The spherical harmonics (P$_N$) equations, on the other hand, preserve rotational symmetry, but can produce negative particle densities. The discrete ordinates (S$_N$) method, in turn, by construction ensures non-negative particle densities. In this paper we present a modified version of the S$_N$ method, the rotated S$_N$ (rS$_N$) method. Compared to S$_N$, we add a rotation and interpolation step for the angular quadrature points and the respective function values after every time step. Thereby, the number of directions on which the solution evolves is effectively increased and ray effects are mitigated. Solution values on rotated ordinates are computed by an interpolation step. Implementation details are provided and in our experiments the rotation/interpolation step only adds 5% to 10% to the runtime of the S$_N$ method. We apply the rS$_N$ method to the line-source and a lattice test case, both being prone to ray-effects. Ray effects are reduced significantly, even for small numbers of quadrature points. The rS$_N$ method yields qualitatively similar solutions to the S$_N$ method with less than a third of the number of quadrature points, both for the line-source and the lattice problem. The code used to produce our results is freely available and can be downloaded. |
| Databáze: | OpenAIRE |
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