Fuzzy set theory—and its applications (3rd ed.)
Fuzzy set theory—and its applications (3rd ed.)
A profile identification system for surface mount printed circuit board assembly
Proceedings of the 21st international conference on Computers and industrial engineering
Fuzzy logic: intelligence, control, and information
Fuzzy logic: intelligence, control, and information
Industrial application of fuzzy systems: adaptive fuzzy control of solder paste stencil printing
Information Sciences: an International Journal
A neuro fuzzy logic approach to material processing
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Learning fuzzy inference systems using an adaptive membership function scheme
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Review: Computational intelligence in mass soldering of electronics - A survey
Expert Systems with Applications: An International Journal
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In this paper, we present an industrial application of intelligent knowledge-based reflow soldering control system to economically determine process parameters and assess the outputs for surface mount assembly. The system performance of surface mounting is significantly affected by three major interconnected process segments (including solder paste application, component placement, and solder reflow) and in combination. Many surface mount manufacturers have suffered both quality and productivity losses due to the lacks of effective line setup procedures, rapid process troubleshooting, and appropriate corrective action. This proposed system develops an integrated process control scheme, the framework of hybrid process knowledge extraction through neuro-fuzzy data training, and a knowledge-based system with a GUI man-machine interface for predicting and controlling the given system performance. The efficiency and effectiveness of the proposed system are illustrated using DPMO measurement and productivity analysis.