This paper presents an overview of two-stage decoupling preconditioning tec
hniques employed in the implicit parallel accurate reservoir simulator (PAR
S) computational framework for modelling multicomponent multi-phase flow in
porous media. The underlying discretization method is implicit Euler in ti
me and mixed finite elements or cell-centred finite differences in space. P
ARS permits rigorous, physically representative coupling of different physi
cal and numerical flow models in different parts of the domain and accounts
for structural discontinuities; the framework currently includes eight phy
sical models. For simplicity of exposition, we have restricted our discussi
on to a two-phase oil-water model and a three-phase black oil model. Our de
coupling approach involves extracting a pressure equation from the fully co
upled linearized system thus allowing for a more accurate preconditioning o
f a discrete elliptic problem of lower dimension. Copyright (C) 2001 John W
iley & Sons, Ltd.