Based on the penetrability of powder loads, the relative parameters affecting characteristics of gun propellant for powder loads were studied. The results show that the penetrability of powder loads can be improved when suitably reducing bulk density and grain size of gun propellant, increasing nitrogen content of NC and choosing oblate spheroid explosive respectively under the constant test conditions.