The invention discloses a preparation method of an abrasion resistant layer of a stripping die device. The stripping die device includes a mounting seat, a through groove is formed in the mounting seat, a rolling bearing is movably mounted in the through groove, an inner core is fixedly mounted in the rolling bearing, a die head is movably mounted on the inner part, close to one end part of the rolling bearing, of the inner core, a jacking core is connected with the inner part, close to the other end part, of the rolling bearing, of the inner core in a threaded mode and is used for jacking thedie head, and two limiting grooves are symmetrically formed in the two ends of the through groove correspondingly. The stripping die device for aluminum welding wire production is provided, mountingis convenient, performance is stable, the service life is long, stripping quality is good, the direction of a tool edge is convenient to adjust, the situation that pickling equipment is used for removing oil contamination of the surface of the aluminum welding wire in a traditional technology can be replaced, the defects that the environment is polluted by pickling, and skins of operation staff are prone to being corroded can be overcome, the environmental protection effect is achieved, meanwhile the production cost of the aluminum welding wire can be saved, and the preparation method is worthy promoting and popularizing.