Abstract Variations in energy efficiency and climate gas emissions production of manganese ferroalloys are largely related to the solid-state reduction ores used as raw material production. The gas-solid is known be dependent on ore characteristics, making information factors governing kinetics crucial. A reaction rate analysis thermogravimetric data obtained for Comilog Nchwaning CO-CO 2 atmos...