The invention relates to an air purification system, and concretely relates to an integrated compound fume purification system. The system comprises a box body, and a clean air chamber, a fume purification chamber and a waste oil collecting chamber which are individual spaces obtained through the separation of separators, wherein the upper portion of the outer wall of the box body is provided with an exhaust port and a power supply controller, and the bottom of the box body is provided with a washing liquid storage tank; the clean air chamber, the fume purification chamber and the waste oil collecting chamber are connected in sequence from top to bottom; an air heater and solenoid valves with different uses are arranged in the clean air chamber; a solenoid valve II, a water distributor, and a cyclone separation chamber, a filtering chamber and an electrostatic purification chamber which are mutually connected through a flange are arranged in the fume purification chamber; and an oil collecting hopper, an oil discharging valve, an oil collecting barrel, a fan and a water pump are arranged in the waste oil collection chamber. The system adopting a 'cyclone separation + adsorption filtration + electrostatic dust removal' integrated compound design mode overcomes the defects of traditional purification methods, and has the advantages of small occupied area, safety, high efficiency, stable operation, low noise and convenient maintenance and management.