Browse > Article

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

김성인 (고려대학교 산업시스템정보공학과)
조정용 (고려대학교 산업시스템정보공학과)
Publication Information
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
TQM(Total Quality Management); Web-based System; DES(Distributed Expert Systems); Blackboard System;
Citations & Related Records
연도 인용수 순위
  • Reference
1 김원중, 권오운(1998), '경쟁력제고를 위한 품질경영추진론', 동현출판사
2 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   DOI   ScienceOn
3 Badiru, A. B.(1992), Expert Systems Applications in Engineering and Manufacturing, Prentice-Hall, New Jersey
4 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   DOI   ScienceOn
5 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   DOI   ScienceOn
6 Griffith, G. K.(1996), Statistical Process Control Methods for Long and Short Runs, ASQC Quality Press, Milwaukee, Wisconsin
7 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   DOI   ScienceOn
8 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
9 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   DOI   ScienceOn
10 김성인, 이춘섭, 양재열, 왕한철(1990), '합리적인 검사운영을 위한 전문가 시스템,' '대한산업공학회지', 제17권, 제1호, pp. 17-27
11 Alexander, S. M. and Jagannathan, V.(1986), 'Advisory system for control chart selection,' Computers in Industrial Engineering, Vol. 10, No. 3, pp. 171-177   DOI   ScienceOn
12 Corkill, D. D.(1991), 'Blackboard systems,' AI Expert, Vol. 6, No. 9, pp. 40-47
13 김성인, 신용석(1993), '통계적 공정관리를 위한 전문가 시스템,' '산업공학', 제6권, 제1호, pp. 19-30
14 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   DOI   ScienceOn
15 DeVor, R.E., Chang, T.H. and Sutherland, J.W., Statistical Quality Design and Control, Macmillan, New York, 1992
16 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   DOI   ScienceOn
17 김성인, 조남길, 한정희(1995), '품질관리 자동화,' '산업공학', 제8권, 제3호, pp. 249-257
18 김성인, 장홍석(1994), '신뢰성 관리 전문가 시스템,' '품질경영학회지', 제22권, 제3호, pp. 152-160   PUBMED
19 Kleinrock, L.(1985), 'Distributed systems,' Communications of the ACM, Vol. 28, No. 11, pp. 1200-1213   DOI   ScienceOn
20 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   DOI
21 Rodd, M. G.(1983), Distributed Computer Control Systems, Pergamon Press, Oxford
22 Dagli, C.(1990), Expert Systems for Selecting Quality Control Charts, USF Report, pp. 325-343
23 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
24 박성현, 박영현, 이명주(1998), '통계적공정관리', 민영사
25 김성인, 문순환(1994), '실험계획 전문가 시스템,' '산업공학', 제7권, 제2호, pp. 99-105
26 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
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   DOI   ScienceOn
28 Giarratano, J. and Riley, G.(1998), Expert Systems: Principles and Programming, PWS publishing company, Boston
29 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   DOI   ScienceOn
30 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   DOI   ScienceOn