An angular reduced order model for radiative transfer in non grey media. (May 2019)

• Record Type: Journal Article
• Authors: Soucasse, Laurent; Buchan, Andrew G.; Dargaville, Steven; Pain, Christopher C.
• Is Part Of: Journal of quantitative spectroscopy & radiative transfer. Volume 229(2019)
• Page Start: 23
• Page End: 32
• Publication Date: 2019-05
• Subjects: Reduced order model -- Angular discretisation -- Finite element -- Non grey media; Spectrum analysis -- Periodicals; Radiation -- Periodicals; Analyse spectrale -- Périodiques; Rayonnement -- Périodiques; Radiation; Spectrum analysis; Periodicals; 543.0858
• DOI: 10.1016/j.jqsrt.2019.03.005
• Languages: English
• ISSNs: 0022-4073

Abstract

Highlights: An angular reduced order model is derived for radiative transfer in non grey media. A Proper Orthogonal Decomposition method is used to extract optimal angular basis functions from high order SN reference data. The truncation of the POD basis set is allowed to vary with the absorption coefficient class in order to optimally compute the radiative source term. The method is applied to solve the radiation field associated to an air/H2O mixture flowing in a square differentially heated cavity. Abstract: This paper investigates a reduced order model for the angular discretisation of the radiative transfer equation (RTE) when considering non grey participating gases. The key idea is to use a global model for the gas radiative properties and to derive an angular reduced order model, based on the Proper Orthogonal Decomposition (POD) method, for each absorption coefficient class independently. Angular POD basis functions are extracted from high order SN reference solutions. A finite element approach is used to discretised the RTE in space and angle and the POD angular matrices of the reduced system are easily constructed from the SN angular matrices of the reference solutions. The angular POD basis sets are truncated at different levels depending on the absorption coefficient class in order to optimally compute the total radiative power. The method is applied to solve the radiation field associated to an air/H2 O mixture flowing in a square differentially heated cavity, with black isothermal walls and diffuse reflecting adiabatic walls. Results show that the POD model is very accurate and efficient for treating the thick classes but it suffers from a low convergence rate for the thin classes. For computing the radiative power, the reduced order model allows to reduce the averaged number of angular basis functions of an order of magnitude and to reduce the CPU time by a factor 2 to 3 to reach a given level of accuracy, compared to a standard SN method.