Introduction: TYMC stave coolers, with Innovative cast iron grades and integrated cooling pipes, improve blast furnace uptime by cutting down overheating and routine maintenance, as revealed in a big steel mill circumstance study. Along with the arrival of cooler seasons, blast furnace functions encounter new difficulties in maintaining consistent