The invention discloses a full-automatic plate cleaning system, which comprises an AGV (automatic guided vehicle), wherein the AGV is provided with a laser navigation system, the front and back parts of the AGV are respectively provided with a radar scanning head, the AGV is provided with a robot, the front end of the robot is provided with a scraper combining device, and the robot of the AGV automatically travels and positions in a chemical fiber workshop, and automatically cruises and positions according to the position of the area needing plate cleaning, so the automatic plate cleaning is realized. The system has the advantages that the heavy manual plate cleaning is replaced, the uniformity of plate cleaning is guaranteed, the quality of plate surface is guaranteed, and the quality of products is improved; the labor strength of workers is decreased, so the demission rate of workers is reduced; the operation is flexible, the position and attitude of space are flexible, the moving speed is high, the plate cleaning efficiency and quality are high, the system is suitable for flexible automatic production lines, and the purposes of improving production efficiency and saving labor are realized.