This paper discusses the existence of singular solutions of a superlinear parabolic partial differential equation on bounded domains with homogeneous Neumann boundary conditions. It is shown that in some parameter range, there exists a solution with a spatial singularity whose position and strength depend on time. Both interior and boundary singularities are studied.