Iron sludge forms primarily through the corrosion and oxidation of iron catalysts. Factors such as exposure to moisture, oxygen, and certain chemicals can accelerate these processes. The iron particles in the catalyst can react with water and oxygen to form iron oxides and hydroxides, leading to the formation of sludge. Additionally, impurities present in the reactants can further contribute to sludge formation.