  A lattice version of the Fokker-Planck equation (FPE), accounting for
dissipative interactions, not resolved on the molecular scale, is introduced.
The lattice FPE is applied to the study of electrorheological transport of a
one-dimensional charged fluid, and found to yield quantitative agreement with a
recent analytical solution. Future extensions, including inelastic ion-ion
collisions, are also outlined.
