In this paper, we consider an inverse problem of time-fractional diffusion equation . The inverse problem is generally ill-posed. We proposed an effective numerical scheme to alleviate the difficulty of the ill-posed time-fractional inverse heat conduction problem (TFIHCP). A numerical example is provided to verify ability of the proposed method.