Knowledge-based linguistic equations for defect detection through functional testing of printed circuit boards

Expert Systems with Applications

Volumn 36, Issue 1, 2009, Pages 292-302

  Gebus, Sébastien ^a   Juuso, Esko ^a   Leiviskä, Kauko ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

Defect detection; Diagnosis; Fuzzy logic; Knowledge; Linguistic equations

Indexed keywords

AUTOMOTIVE INDUSTRY; DEFECTS; ELECTROMAGNETIC WAVE EMISSION; ELECTROMAGNETIC WAVES; ELECTRONIC EQUIPMENT MANUFACTURE; FLEXIBLE MANUFACTURING SYSTEMS; FUZZY SETS; INDUSTRIAL ENGINEERING; KNOWLEDGE BASED SYSTEMS; LINGUISTICS; MAINTENANCE; PRINTED CIRCUIT BOARDS; PRINTED CIRCUIT MANUFACTURE; PRINTED CIRCUITS; TRACE ANALYSIS;

DEFECT DETECTION; DIAGNOSIS; FUZZY LOGIC; KNOWLEDGE; LINGUISTIC EQUATIONS;

PRINTED CIRCUIT TESTING;

EID: 53849094464     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.09.059     Document Type: Article

References (24)

1. Balakrishnan A., and Semmelbauer T. Circuit diagnosis support system for electronics assembly operations. Decision Support Systems 25 4 (1999) 251-269
2. El-Sayed, M. A., & Alfuhaid, A. S. (2000). ANN-based approach for fast fault diagnosis and alarm handling of power systems. In 5th international conference on advances in power system control, operation and management (pp. 54-58).
3. El-Shal S.M., and Morris A.S. A fuzzy expert system for fault detection in statistical process control of industrial processes. IEEE Transactions on Systems, Man and Cybernetics C30 2 (2000) 281-289
4. Feldmann, K. (2003). Challenges in electronic production. Chapter 13 of manufacturing technologies for machines of the future: 21st century technologies by Anatoli I. (EDT) Dashchenko. (pp. 381-412).
5. Gebus, S., & Juuso, E. K. (2002). Industrial utilization of linguistic equations for defect detection on printed circuit boards. In IECON'02 IEEE conference (pp. 1887-1892).
6. He J., Xu J., and Yao X. Solving equations by hybrid evolutionary computation techniques. IEEE Transactions on Evolutionary Computation 4 3 (2000) 295-304
7. Isermann R., and Ulieru M. Integrated fault detection and diagnosis. International Conference on Systems, Man and Cybernetics 1 (1993) 743-748
8. Juuso, E. K. (1994). Fault diagnosis based on linguistic equation framework. In IFAC symposium on fault detection, supervision and safety for technical processes (pp. 374-379).
9. Juuso, E. K., Ahola, T., & Oinonen, K. (1998). Case-based reasoning with linguistic equations for Web break sensitivity indicator. In Tool environments and development methods for intelligent systems symposium (pp. 97-106).
10. Juuso E.K. Fuzzy control in process industry: The linguistic equation approach in: Fuzzy algorithms for control. International Series in Intelligent Technologies (1999) 243-300
11. Juuso E.K. Integration of intelligent systems in development of smart adaptive systems. International Journal of Approximate Reasoning 35 (2004) 307-337
12. Keiner W. A navy approach to integrated diagnostics. Autotest conference record (1990), IEEE Press (pp. 443-450)
13. Komulainen, K., Heikkinen, M., Frantti, T., Juuso, E. K., & Leiviskä, K. (1997). Utilization of failure information in functional testing. In Tool environments and development methods for intelligent systems symposium (pp. 109-115).
14. Kuo R.J., Kuo Y.P., and Chen K.Y. Developing a diagnostic system through integration of fuzzy case-based reasoning and fuzzy ant colony system. Expert Systems with Applications 28 (2005) 783-797
15. McKeon A., and Wakeling A. Fault diagnosis in analogue circuits using AI techniques. International test conference (1989), IEEE CS Press (pp. 118-123)
16. Simpson W.R., and Sheppard J.W. System test and diagnosis (1994), Kluwer Academic Publishers
17. Stout R.D.L., Van de Goor A.J., and Wolff R.E. Automatic fault localization at chip level. Microprocessors and Microsystems 22 (1998) 13-22
18. Sutton J.C. Identification of electronic component faults using neural networks and fuzzy systems. International Conference on Industrial Electronics, Control, Instrumentation, and Automation 3 (1992) 1466-1471
19. Suck T. AOI in the spotlight. OnBoard Technology (2001) 40-43
20. Ulieru M. A fuzzy logic based computer assisted fault diagnosis system. European Journal of Diagnosis and Supervision 3 (1994) 405-441
21. Wagner, L. C. (2001). Failure analysis challenges. In 8th international symposium on the physical and failure analysis of integrated circuits (pp. 36-41).
22. Wang H.C., and Wang H.S. A hybrid expert system for equipment failure analysis. Expert Systems with Applications 28 (2005) 615-622
23. Winter, G. B. (1992). An automated knowledge acquisition system for model-based diagnostics. In Autotest conference record (pp. 167-174).
24. Yang, Y., Lu, N., Wang, F., & Ma, L. (2002). A new fault detection and diagnosis method based on principle component analysis in multivariate continuous processes. In 4th world congress on intelligent control and automation (pp. 3156-3160).