The invention relates to the technical field of aluminum plate
processing, and discloses an aluminum plate
processing cleaning intelligent
monitoring system, which comprises a three-dimensional deformation sensing module, a surface residue detection module, a thermal
stress distribution analysis module, a vibration spectrum identification module, a
processing track optimization module, an environmental parameter fusion module, an intelligent cleaning regulation module and the like. The three-dimensional deformation sensing module realizes aluminum plate surface three-dimensional reconstruction and deformation characteristic spectrum generation through an industrial camera and an
algorithm; the surface residue detection module identifies residue distribution and classification by using a
laser speckle interferometer and the like; the thermal
stress distribution analysis module inverts thermal stress by means of an
infrared focal plane array; the vibration spectrum identification module analyzes the equipment vibration
signal; the processing track optimization module generates an optimized track based on an
ant colony
algorithm and the like; the environmental parameter fusion module generates a fusion decision index through
data dimension reduction and
correlation analysis; and the intelligent cleaning regulation and control module combines feedback and learning to optimize cleaning parameters. The
system achieves multi-dimensional monitoring and intelligent cleaning regulation and control, and the
machining precision and efficiency are improved.