The authors first introduce the nonconforming Morely element approximation to the plate bending problem, and then derive the interpolation error for arbitrary triangular meshes. The optimal anisotropic consistency error of Morley elements is obtained by a novel approach for a family of anisotropically graded fine element meshes. Numerical results validate the theoretical analysis.