The invention provides an intelligent
online analysis and
monitoring system and method for circuit board production, and the
system comprises an image collection module, a multispectral imaging module, a three-dimensional scanning measurement module, a
copper thickness test module, a data collection module, an intelligent analysis and recognition module, and a self-
adaptive algorithm optimization module. The
system is used for carrying out real-time
image acquisition on each key
station in the circuit board production process by adopting a high-resolution industrial camera. Through high-definition
image acquisition, multispectral imaging, three-dimensional scanning and measurement, comprehensive
data acquisition in the circuit board production process is realized, the problem of limited
data acquisition range in the prior art is solved, accurate detection and classification of circuit board defects are realized by applying an intelligent analysis
algorithm, and the production efficiency is improved. The accuracy and efficiency of defect detection are improved, automatic adjustment and optimization of
algorithm parameters are achieved through the self-
adaptive algorithm optimization module, it is ensured that the
algorithm can continuously adapt to changes of the production environment, and the stability and reliability of the
system are improved.