The document discusses utilizing steel plant waste through optimizing binder proportions using design of experiments (DOE). Three steel plant waste samples were collected and analyzed. A 2x3 orthogonal array experiment was conducted varying starch and molasses binder levels. Results showed the combination of 2.5% starch and 5% molasses provided the maximum strength of 1196.82 N/pellet and minimum shatter index of 0.18. A 3x3 orthogonal array experiment is being conducted varying binder levels and raw material composition to further optimize pellet properties.