Cc. Chuang et Cc. Chieng, COMPARISON OF VARIANTS OF THE BI-CONJUGATE GRADIENT-METHOD FOR COMPRESSIBLE NAVIER-STOKES SOLVER WITH 2ND-MOMENT CLOSURE, International journal for numerical methods in fluids, 20(3), 1995, pp. 233-253
Variants of the bi-conjugate gradient (Bi-CG) method are used to resol
ve the problem of slow convergence in CFD when it is applied to comple
x flow field simulation using higher-order turbulence models. In this
study the Navier-Stokes and Reynolds stress transport equations are di
scretized with an implicit, total variation diminishing (TVD), finite
volume formulation. The preconditioning technique of incomplete lower-
upper (ILU) factorization is incorporated into the conjugate gradient
square (CGS), bi-conjugate gradient stable (Bi-CGSTAB) and transpose-f
ree quasi-minimal residual (TFQMR) algorithms to accelerate convergenc
e of the overall itertive methods. Computations have been carried out
for separated flow fields over transonic bumps, supersonic bases and s
upersonic compression corners. By comparisons of the convergence rate
with each other and with the conventional approximate factorization (A
F) method it is shown that the Bi-CGSTAB method gives the most efficie
nt convergence rate among these methods and can speed up the CPU time
by a factor of 2.4-6.5 as compared with the AF method. Moreover, the A
F method may yield somewhat different results from variants of the Bi-
CG method owing to the factorization error which introduces a higher l
evel of convergence criterion.