Introduction: Precision-engineered cast iron stave coolers with cold-bent pipes ensure steady heat dissipation, reducing maintenance downtime and sustaining blast furnace uptime across seasonal thermal fluctuations. As seasons shift and steel production cycles ebb and flow, the role of blast furnace stave coolers grows ever more essential. The int