Ca. Poulain et Ba. Finlayson, A COMPARISON OF NUMERICAL-METHODS APPLIED TO NONLINEAR ADSORPTION COLUMNS, International journal for numerical methods in fluids, 17(10), 1993, pp. 839-859
Eight numerical schemes (first-order upstream finite difference, MacCo
rmack, explicit Taylor-Galerkin, random choice, flux-corrected transpo
rt, ENO, TVD, and Euler-Lagrange methods) are compared on the basis of
their computational efficiency for one-dimensional non-linear convect
ion-diffusion problems. For the ideal chromatographic equation for whi
ch an exact solution exists, errors plotted against computational time
s show that the best methods are the random choice, Euler-Lagrange and
flux-corrected MacCormack methods. Even when significant diffusion is
added to the model, steep gradients are possible because of nonlinear
ities. In such an instance, the random choice and flux-corrected trans
port methods give the best performance. One can now tackle more compli
cated problems and refer to this comparative study in order to choose
an adequate numerical method which will provide sufficiently accurate
results at a reasonable cost.