Introduction: TYMC stave coolers, with State-of-the-art cast iron grades and built-in cooling pipes, increase blast furnace uptime by cutting down overheating and maintenance, as revealed in a significant steel mill circumstance research. While using the arrival of cooler seasons, blast furnace operations experience new difficulties in retaining r