The present invention discloses a novel dust remover device. The novel dust remover device comprises a power transmitting seat and a power transmitting head which is connected with a dust remover; inserting rods which are oppositely distributed in a vertical direction are arranged in the power transmitting head; each inserting rod includes a power connecting rod, a clamping rod and a pushing rod which are connected with one another from right to left; first rotating holes of which the openings face leftward are formed in the power transmitting head, wherein the first rotating holes are oppositely distributed in a vertical direction; a first mounting hole which extends along a vertical direction and is connected in series with the first rotating holes is formed in the power transmitting head; the right ends of the power connecting rods are rotatably mounted in the first rotating holes; first auxiliary toothed wheels which are fixedly connected with the power connecting rods are mountedin the first mounting hole; a first rotation drum and a second rotation drum are rotatably mounted in the left end wall and right end wall of the center of the first mounting hole respectively; a first primary toothed wheel is matched with the first auxiliary toothed wheels is fixedly connected between the first rotation drum and the second rotation drum; a central groove which extends along a left-and-right direction in a through manner is formed at the center of the power transmitting head; and a spline hole which extends along a left-and-right direction is formed at the centers of the firstprimary toothed wheel, the first rotation drum and the second rotation drum.