Introduction: TYMC stave coolers, with State-of-the-art Solid iron grades and integrated cooling pipes, improve blast furnace uptime by cutting down overheating and maintenance, as demonstrated in a considerable metal mill situation analyze. Using the arrival of cooler seasons, blast furnace operations experience new troubles in keeping dependable