The purpose of this paper is to establish several identities involving the partial Bell polynomials by using the generating function. These results generalize some identities by Yang in ”Discrete Math., 308(2008)” and Abbas and Bouroubi in ”Discrete Math., 293(2005)”. Some applications are given.