Lattice-Boltzmann simulations are used to examine the effects of fluid iner
tia, at moderate Reynolds numbers, on flows in simple cubic, face-centred c
ubic and random arrays of spheres. The drag force on the spheres, and hence
the permeability of the arrays, is calculated as a function of the Reynold
s number at solid volume fractions up to the close-packed limits of the arr
ays. At Reynolds numbers up to O(10(2)), the non-dimensional drag force has
a more complex dependence on the Reynolds number and the solid volume frac
tion than suggested by the well-known Ergun correlation, particularly at so
lid volume fractions smaller than those that can be achieved in physical ex
periments. However, good agreement is found between the simulations and Erg
un's correlation at solid volume fractions approaching the close-packed lim
it. For ordered arrays, the drag force is further complicated by its depend
ence on the direction of the flow relative to the axes of the arrays, even
though in the absence of fluid inertia the permeability is isotropic. Visua
lizations of the flows are used to help interpret the numerical results. Fo
r random arrays, the transition to unsteady flow and the effect of moderate
Reynolds numbers on hydrodynamic dispersion are discussed.