Placement sequence identification using artificial neural networks in surface mount PCB assembly

International Journal of Advanced Manufacturing Technology

Volumn 11, Issue 4, 1996, Pages 285-299

  Su, Yann Yean ^a   Srihari, K ^a  

^a BINGHAMTON UNIVERSITY   (United States)

Author keywords

Neural networks; PCB assembly; Surface mount technology

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; NEURAL NETWORKS; PROBLEM SOLVING; SURFACE MOUNT TECHNOLOGY; COMPUTER AIDED DESIGN;

PLACEMENT SEQUENCE IDENTIFICATION; SURFACE MOUNT PRINTED CIRCUIT BOARD ASSEMBLY;

PRINTED CIRCUIT MANUFACTURE; PRINTED CIRCUIT BOARDS;

EID: 0029659066     PISSN: 02683768     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01351286     Document Type: Article

References (30)

1. H. K. Jain and A. R. Chaturvedi, 'Expert systems problem selection: a domain characteristics approach', Information and Management, 17, pp. 245-253, 1989.
2. D. W. Rolston, Principles of Artificial Intelligence and Expert Systems Development, McGraw Hill, New York, 1988.
3. G. F. Luger and W. A. Stubblefield, Artificial Intelligence and the Design of Expert Systems, The Benjamin/Cummings Publishing Company, Redwood City, California, 1989.
4. K. Srihari and G. Westby, "Decision support for PCB assembly using knowledge based expert system", Proceedings - NEPCON West, Vol. 2, Anaheim, California, pp. 543-554, 1992.
5. A. Ben-David and Y. Pao, "Self-improving expert systems: an architecture and implementation", Information and Management, 22, pp. 323-331, 1992.
6. J. E. Dayhoff, Neural Network Architectures: An Introduction, Van Nostrand Reinhold, New York, 1990.
7. P. D. Wasserman, Neural Computing: Theory and Practice, Van Nostrand Reinhold, New York, 1989.
8. M. L. Padgett and T. A. Roppel, "Neural networks and simulation: modelling for applications", Simulation, 58(5), pp. 295-305, 1992.
9. M. Caudill, "Expert networks", Byte, 16, pp. 108-116, 1991.
10. R. P. Prasad, Surface Mount Technology: Principles and Practice, Van Nostrand Reinhold, New York, 1989.
11. C. Lea, A Scientific Guide to Surface Mount Technology, Electrochemical Publications Limited, Ayr, Scotland, 1988.
12. S. W. Hinch, Handbook of Surface Mount Technology, John Wiley & Sons, New York, 1988.
13. T.Khanna, Foundations of Neural Networks, Addison-Wesley Publishing Company, Menlo Park, California, 1990.
14. Universal Instruments Corporation, Universal General Specification: Model 4766A SFP, Surface Mounted Component Placement System, Universal Instruments Corporation, New York, 1991,
15. D. Kroenke, Management Information Systems, Mitchell Publishing, Watsonville, California, 1989.
16. R. R. Seeley, T. D. Stephens and P. Tate, Anatomy and Physiology, Times Mirror/Mosby College Publishing, Missouri,1989.
17. J. Hertz, A. Krogh and R. G. Palmer, Introduction to the Theory of Neural Computation, Addison-Wesley Publishing Company, Menlo Park, California, 1991.
18. B. Müller and J.Reinhardt, Neural Networks: An Introduction, Springer-Verlag, New York, 1991.
19. J. C. Giarratano, J. C. Villarreal and R. T. Savely, "Future impacts of artificial neural systems on industry", ISA Transactions, 29(1), pp. 9-14, 1990.
20. S. Mangrulkar, "Artificial neural systems", ISA Transactions, 29(1), pp. 5-7, 1990.
21. D. A. Rehbein, S. M. Maze and J. P. Havener, "The application of neural networks in the process industry", ISA Transactions, 31(3), pp. 7-13, 1992.
22. D. E. Rumelhart and J. L. McClelland, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume I: Foundations, The MIT Press, Cambridge, Massachusetts, 1989.
23. B. Kosko, Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence, Prentice-Hall, Engelwood Cliffs, New Jersey, 1992.
24. M. O. Ball and M. J. Magazine, "Sequencing of insertions in printed circuit board assembly", Operations Research, 36(2), pp. 192-201, 1988.
25. J. Ahmadi, S. Grotzinger and D. Johnson, "Component allocation and partitioning for a dual delivery placement mchine", Operations Research, 36(2), pp. 176-191, 1988.
26. G. Booch, Object Oriented Design with Applications, The Benjamin/Cummings Publishing Company, Redwood City, California, 1991.
27. J. McCord, Developing Windows Applications With Borland C++ 3.1, Sams Publishing, Carmel, Indiana, 1992.
28. A. Blum, Neural Networks in C++ : An Object-Oriented Framework for Building Connectionist Systems, John Wiley & Sons, New York, 1992.
29. J. J. Hopfield and D. W. Tank, "Neural computation of decision in optimization problems", Biological Cybernetics, 52, pp. 141-152, 1985.
30. L. Kaufman and P. J. Rousseeuw, Finding Groups In Data - An Introduction to Cluster Analysis, John Wiley & Sons, New York, 1990.