The multi-process robot automated loading and unloading production line is based on high-end machining centers, integrating multi-joint industrial robots, robot walking on ground rails, pneumatic dual mechanical grippers, workpiece storage devices and other auxiliary equipment. Through the 1vsN combination method, one robot can complete the automatic loading and unloading operations of multiple machine tools, and complete the multi-sequence automatic processing of workpieces, effectively reducing production time and labor costs.