The invention relates to a cleaning device for aluminum scrap recovery, in particular to an energy-saving efficient cleaning device for aluminum scrap recovery. By the adoption of the energy-saving efficient cleaning device for aluminum scrap recovery, the technical purposes of simple structure, energy saving and high cleaning efficiency are achieved. For achieving the technical purposes, the energy-saving efficient cleaning device for aluminum scrap recovery comprises a bottom plate, a left frame, first guide sleeves, a supporting rod, a movable frame, a first movable rod, a motor, a tooth-missing gear, a first rack, a cleaning pool, a first connecting rod, a second connecting rod, a third connecting rod, a second movable rod, a top plate, a second guide sleeve, a bearing seat, a stirring rod, a rotary shaft, a cylindrical gear, a second rack, an electric push rod, blades, a water outlet pipe and an electric control valve. The first guide sleeves are symmetrically arranged on the right side of the top of the bottom plate. The first movable rod is mounted on the first guide sleeves. By the adoption of the energy-saving efficient cleaning device for aluminum scrap recovery, the effects of simple in structure, energy saving, and high cleaning efficiency are achieved.