According to the characteristics of the stamping line, this paper designs a 20T intelligent handling robot, which realizes the automatic loading and unloading and handling of stamping sheets. The communication between the stamping line and the handling robot is established, and the stamping line and the handling robot are controlled by using the WCS and the dispatching system to realize the automation of the stamping workshop. Experiments have shown that the use of intelligent handling robots has increased the efficiency of the stamping line by 25%, and the processing accuracy has increased by 33%, which has greatly improved the level of factory automation, provided strong technical support for the overall layout of intelligent factory automation, and promoted intelligent manufacturing. High-end, green and intelligent development of the industry.