Discrete ordinates method
In the theory of radiative transfer, of either thermal[1] or neutron[2] radiation, a position and direction-dependent intensity function is usually sought for the description of the radiation field. The intensity field can in principle be solved from the integrodifferential radiative transfer equation (RTE), but an exact solution is usually impossible and even in the case of geometrically simple systems can contain unusual special functions such as the Chandrasekhar functions[3]. The method of discrete ordinates, or the method, is one way to approximately solve the RTE by discretizing both the xyz-domain and the angular variables that specify the direction of radiation.
Radiative Transfer Equation
In the case of time-independent monochromatic radiation in an elastically scattering medium, the RTE is[1]
where the first term on the RHS is the contribution of absorption, the second term the contribution of emission and the last two terms are the contributions from scattering in the medium. The variable is a unit vector that specifies the direction of radiation and the variable is a dummy integration variable for the calculation of scattering from direction to direction .
Angular Discretization
In the discrete ordinates method, the full solid angle of is divided to some number of discrete angular intervals, and the continuous direction variable is replaced by a discrete set of direction vectors . Then the scattering integral in the RTE, which makes the solution problematic, becomes a sum
where the numbers are weighting coefficients for the different direction vectors. With this the RTE becomes a linear system of equations for a multi-index object, the number of indices depending on the dimensionality and symmetry properties of the problem.
Solution
It is possible to solve the resulting linear system directly with Gauss-Jordan elimination[2], but this is problematic due to the large memory requirement for storing the matrix of the linear system. Another way is to use iterative methods, where the required number of iterations for a given degree of accuracy depends on the strength of scattering.
See also
References
- ^ a b Michael F. Modest "Radiative Heat Transfer 3rd ed.",pp.542-543, Elsevier 2013
- ^ a b Jeremy A. Roberts “Direct Solution of the Discrete Ordinates Equations.” (2010).
- ^ Kuo-Nan Liou, "A Numerical Experiment on Chandrasekhar's Discrete-Ordinate Method for Radiative Transfer: Applications to Cloudy and Hazy Atmospheres", J. Atmos. Sci. 30, 1303-1326 (1973)