Design and Implementation of a Web-based Expert System for the Total Quality Management

종합적 품질경영을 위한 웹 기반 분산형 전문가시스템의 설계 및 구축

  • 김성인 (고려대학교 산업시스템정보공학과) ;
  • 조정용 (고려대학교 산업시스템정보공학과)
  • Published : 2004.06.01

Abstract

In these days of world-wide business environment, the characteristics of quality management are variety, specialty, decentralization, totality, etc. Thus nowadays quality management is demanded to incorporate these new concepts. We propose a web-bused distributed expert system for this purpose. The system consists of four expert systems for design of experiment, acceptance inspection, statistical process control and reliability management corresponding to design quality, incoming-material quality, manufacturing quality and usability quality, respectively, throughout the total product life cycle. Each distributed expert system at the horizontal level in the hierarchy carries out its own quality jobs independently. At the lower level in the hierarchy there is an expert system for measurement analysis to provide reliable data, and at the upper level, an expert system for total quality management to coordinate, integrate and make final decisions. A prototype has been developed and its application is presented.

Keywords

References

  1. 김성인, 이춘섭, 양재열, 왕한철(1990), '합리적인 검사운영을 위한 전문가 시스템,' '대한산업공학회지', 제17권, 제1호, pp. 17-27
  2. 김성인, 신용석(1993), '통계적 공정관리를 위한 전문가 시스템,' '산업공학', 제6권, 제1호, pp. 19-30
  3. 김성인, 문순환(1994), '실험계획 전문가 시스템,' '산업공학', 제7권, 제2호, pp. 99-105
  4. 김성인, 장홍석(1994), '신뢰성 관리 전문가 시스템,' '품질경영학회지', 제22권, 제3호, pp. 152-160
  5. 김성인, 조남길, 한정희(1995), '품질관리 자동화,' '산업공학', 제8권, 제3호, pp. 249-257
  6. 김원중, 권오운(1998), '경쟁력제고를 위한 품질경영추진론', 동현출판사
  7. 박성현, 박영현, 이명주(1998), '통계적공정관리', 민영사
  8. Affisco, J. F. and Chandra, M.(1990), 'Quality assurance and expert systems A framework and conceptual model,' Expert Systems with Applications, Vol. 1, pp. 147-153 https://doi.org/10.1016/0957-4174(90)90024-O
  9. Alexander, S. M. and Jagannathan, V.(1986), 'Advisory system for control chart selection,' Computers in Industrial Engineering, Vol. 10, No. 3, pp. 171-177 https://doi.org/10.1016/0360-8352(86)90003-3
  10. Badiru, A. B.(1992), Expert Systems Applications in Engineering and Manufacturing, Prentice-Hall, New Jersey
  11. Bonastre, A., Ors, R. and Peris, M.(2000), 'Monitoring of a wort fermentation process by means of a distributed expert system,' Chemometrics and Intelligent Laboratory Systems, Vol. 50, pp. 235-242 https://doi.org/10.1016/S0169-7439(99)00065-9
  12. Bonastre, A., Ors, R. and Peris, M.(2001), 'Distributed expert systems as a new tool in analytical chemistry,' Trends in Analytical Chemistry, Vol. 20, No. 5, pp. 263-271 https://doi.org/10.1016/S0165-9936(01)00058-9
  13. Corkill, D. D.(1991), 'Blackboard systems,' AI Expert, Vol. 6, No. 9, pp. 40-47
  14. Deslandres, V. and Pierreval, H.(1997), 'Knowledge acquisition issues in the design of decision support systems in quality control,' European Journal of Operational Research, Vol. 103, pp. 296-311 https://doi.org/10.1016/S0377-2217(97)00121-5
  15. DeVor, R.E., Chang, T.H. and Sutherland, J.W., Statistical Quality Design and Control, Macmillan, New York, 1992
  16. Dagli, C.(1990), Expert Systems for Selecting Quality Control Charts, USF Report, pp. 325-343
  17. Giarratano, J. and Riley, G.(1998), Expert Systems: Principles and Programming, PWS publishing company, Boston
  18. Griffith, G. K.(1996), Statistical Process Control Methods for Long and Short Runs, ASQC Quality Press, Milwaukee, Wisconsin
  19. Guh, R.S., Tannock, J. D. T. and O'Brien, C.(1999), 'IntelliSPC: A hybrid intelligent tool for online economical statistical process control,' Expert Systems with Applications, Vol. 17, pp. 195?212 https://doi.org/10.1016/S0957-4174(99)00034-2
  20. Jose A. P.-M. and Francisco J. S.-M.(2002), 'A fuzzy expert system for evaluating human observers in a visual detection task,' Fuzzy Sets and Systems, Vol. 132, Issue 3, pp. 389-400 https://doi.org/10.1016/S0165-0114(02)00109-4
  21. c(1993), 'A distributed heuristic expert system for simulation and production planning in petrochemical industry,' Knowledge- based Production Planning, Scheduling and Control, IJCAI-93 Workshop, Chanbery, France
  22. Kim, S. I., Lee, C. S., Yang, J. R. and Wang, H. C.(1993), 'An expert system approach for acceptance control,' Industrial Engineering, pp. 57-59
  23. Kleinrock, L.(1985), 'Distributed systems,' Communications of the ACM, Vol. 28, No. 11, pp. 1200-1213 https://doi.org/10.1145/4547.4552
  24. Kwok, K. Y. and Tummala, V. M. R.(1998), 'A quality control and improvement system based on the total control methodology(TCM),' The International Journal of Quality & Reliability Management, Vol. 15, No. 1, pp. 13-48 https://doi.org/10.1108/02656719810197288
  25. Lee, N. S., Phadke, M. S. and Keny, R.(1989), 'An expert system for experimental design in offline quality control,' Expert Systems, Vol. 6, No. 4, pp. 238?249 https://doi.org/10.1111/j.1468-0394.1989.tb00148.x
  26. Liu, T. I. and Yang, X. M.(1999), 'Design for quality and reliability using expert system and computer spreadsheet,' Journal of the Franklin Institute, Vol. 336, pp. 1063-1074 https://doi.org/10.1016/S0016-0032(99)00019-8
  27. Ntuen, C. A., Park, H. E. and Kim, J. H.(1989), 'KIMS: a knowledge based computer vision system for production line inspection,' Computers in Industrial Engineering, Vol. 16, No. 4, pp. 491-508 https://doi.org/10.1016/0360-8352(89)90166-6
  28. Pham, D. T. and Oztemel, E.(1992), 'Control chart pattern recognition using neural networks,' Journal of Systems Engineering, Vol. 2, No. 4, pp. 256?262
  29. Rodd, M. G.(1983), Distributed Computer Control Systems, Pergamon Press, Oxford
  30. Wu, M., Nakano, M. and She, J.-H.(1998), 'A distributed expert control system for a hydrometallurgical zinc process,' Control Engineering Practice, Vol. 6, pp. 1435-1446 https://doi.org/10.1016/S0967-0661(98)00122-1