Local dust collecting units are mounted on bulk parts of machines where goods are transferred such as elevators, chain conveyors. The fan connected to the machine vacuums the air through the filter cloths. The flying dust sticks around the cloths together with the vacuumed air. Air, which is sent to the cloths at regular intervals with pulse valves, shakes the cloths and recovers the dust collected around the system.