The invention discloses an
automatic control system based on full-automatic intelligent surface treatment equipment, which relates to the field of industrial production surface treatment and comprises a
data acquisition module, a
data analysis module, a process decision module, a control execution module, a fault monitoring module, a man-
machine interaction module, a data storage and management module, a self-
adaptive learning module, a remote monitoring and maintenance module and a green energy-saving module. An advanced sensor is combined with a micro-nano sensing technology, a deep
reinforcement learning and transfer learning combined
algorithm is applied, genetic optimization
fuzzy reasoning is adopted, through magnetic suspension and compound control, faults are monitored based on
deep learning, a VR technology is introduced to realize human-computer interaction, and a block chain technology is adopted to store data. And a meta-
reinforcement learning algorithm is used to automatically adjust decision rules and parameters, and the remote collaborative
robot carries out maintenance operation on the equipment. The
system is accurate in
data acquisition, scientific in analysis and decision, accurate in control, timely in fault diagnosis, convenient in man-
machine interaction, efficient in
data management, energy-saving and capable of comprehensively improving the production efficiency.