In this paper, first we compute the energy of a special partitioned matrix under some cases. As a consequence, we obtain the reciprocal distance energy of the complete multipartite graph and also we give various other energies of complete multipartite graphs. Next, we show that among all complete k-partite graphs on n vertices, the complete split graph has minimum reciprocal distance energy and the reciprocal distance energy is maximum for the Turan graph. At last, it is shown that the reciprocal distance energy of the complete bipartite graph km,m decreases under deletion of an edge if 2\le m\le 7, whereas the reciprocal distance energy increases if 8 \le m. Also, we show that the reciprocal distance energy of the complete tripartite graph does not increase under edge deletion