Introduction: TYMC stave coolers, with Superior Forged iron grades and built-in cooling pipes, increase blast furnace uptime by lowering overheating and routine maintenance, as demonstrated in a sizable metal mill case research. Together with the arrival of cooler seasons, blast furnace operations experience new difficulties in retaining constant