Industrial operations that require various mechanical or chemical procedures, usually in large quantities or batches, during the manufacture of raw-materials into finished goods. These processes alter the physical state or composition of products and do so through a number of different means including chemical, mechanical and thermal operations. Hydrogen is commonly used to provide a reductive atmosphere in material processing applications.