Introduction: TYMC stave coolers, with Highly developed Forged iron grades and integrated cooling pipes, make improvements to blast furnace uptime by reducing overheating and upkeep, as revealed in a large metal mill situation analyze. Together with the arrival of cooler seasons, blast furnace operations encounter new problems in maintaining const