The modeling of combined radiative and conductive heat transfer in three-di
mensional enclosures with participating media is challenging since the prob
lem is always implicit in temperature, as the heat conduction equation has
the divergence of radiative flux as a source term and the radiative transfe
r equation has the black body intensity as a source. The degree of freedom
or the number of equations in these systems is tremendously large especiall
y when the radiation field is resolved by the S-4 method which is known to
yield reliable results for the whole range of optical thickness. But one mu
st reduce the number of equations to be solved before implementing on these
systems modern techniques of estimation of parameters or inverse problem w
hich requires repeated computation of governing equations. In the present p
aper, we apply the Karhunen-Loeve Galerkin procedure to reduce the governin
g equations of these systems to a low-dimensional model which predicts the
performance of these systems with the accuracy of S-4 method at a drastical
ly reduced computational cost. This technique is expected to facilitate the
implementation of many techniques of estimation of parameters and the solu
tion of inverse problems of the radiative heat transfer. (C) 1999 Elsevier
Science Ltd. All rights reserved.