The invention provides a flexible circuit board manufacturing process automatic monitoring and intelligent analysis
system and method. The flexible circuit board manufacturing process automatic monitoring and intelligent analysis
system includes a basic information module, a parameter acquisition module, a comprehensive
database module, an intelligent
data analysis module and a monitoring display and data report module; the parameter acquisition module includes a
microscope automatic
data acquisition device and a
copper thickness testing device; the
microscope automatic
data acquisition device acquires
line width and line distance of an
etching processing procedure and aperture of a drilling
processing procedure, the
copper thickness testing device is adopted to measure
copper thickness, and to procedure defect data are put into statistics; and a
multivariate statistical process control method, a neural network and a
support vector machine are adopted as basic analysis methods so as to perform intelligent analysis on acquired data, and predict
processing procedures and
production line abnormalities, and identify generated
abnormality sources. With the flexible circuit board manufacturing process automatic monitoring and intelligent analysis
system and method of the invention adopted, automatic monitoring on the manufacturing process and the quality of a flexible circuit board can be realized, and the stability of the procedures and the yield of products can be improved.