A new analytical surface roughness model was developed on the basis of chip thickness model considering the effect of overlapping of multiple abrasive particles. The influences of grinding process parameters on surface roughness were studied. The model was validated by the experimental results of spherical grinding. The theoretical values agree reasonably well with the experimental results.