The special furnace dust collector for casting is designed to handle high-temperature fumes generated by cupola and medium-frequency furnace smelting. It uses a combination of cooling and high-efficiency filtration technology to capture fine particulate matter such as metal oxides, enabling clean production in the smelting process.