During the production of steel the molten steel is treated with oxygen which results in its refining. Later, reducing agents are used to remove the excess oxygen in the system. Further the various types of Ferro alloys are added in the required ratio to get the target grade chemistry of steel. Maintaining the ratio balance is a difficult and complex process and requires a lot of expertise. The improper addition of Ferro alloy may lead to off target chemistry. Besides it also adds to the cost. There are several Ferro alloys with varying cost and varying chemistry. Targeting the lower range of...