Automatic Control System of Intelligent Manufacturing Production Line Based on Virtual Simulation Technology
In order to solve the problem that visual sorting in intelligent manufacturing production line is easy to produce missed detection and false detection,an automatic control system of intelligent manufacturing production line based on virtual simulation technology was proposed.The innovative use of cloud PLC combined with artificial intelli-gence for virtual simulation improves the computing power of automatic control and makes the overall system control more flexible and controllable.At the same time,the YOLOv5 algorithm is combined with the target detection algo-rithm,which not only ensures the detection accuracy,but also further improves the target detection efficiency.After the actual simulation experiments,the recalled rate,accuracy and average average accuracy of the designed automatic control system are in line with the actual production requirements,and the control system is more accurate.
NETL
NSTL
万方数据
维普
