We consider a timelike sweeping surface with rotation minimizing frames in Minkowski 3-
Space E31. We introduce a new geometric “invariant”, which demonstrates the geometric
properties and local singularities of the surface. Subsequently, we give the sufficient
and necessary conditions for this surface to be a developable ruled surface. Finally, the
singularities of these ruled surfaces are investigated.