A melting furnace is a commonly used piece of equipment in the metal smelting industry. After long-term use, its lining tends to develop cracks or spalling. Previously, the industry relied on manual scanning methods, which posed significant safety risks. Through real-time monitoring equipment, it is possible to perform automated detection and evaluation of furnace wall thickness and lining cracks, enabling production managers to plan production and maintenance schedules more efficiently.