• DocumentCode
    2883947
  • Title

    PC master production scheduling system with task/resource/quantity selection heuristics

  • Author

    Shiina, Shigeru ; Yoshikawa, Masazumi ; Yamanouchi, Toru ; Watanabe, Masanobu

  • Author_Institution
    C&C Syst. Res. Labs., NEC Corp., Kawasaki, Japan
  • fYear
    1995
  • fDate
    5-8 Nov 1995
  • Firstpage
    79
  • Lastpage
    86
  • Abstract
    Master production scheduling systems with numerical tables have been in great demand due to reduced scheduling costs. This paper presents a knowledge representation framework for task, resource, and quantity selection heuristics which model human scheduling expertise. A PC master production scheduling system was developed on this framework moreover its usefulness has been evaluated by two actual PC production factory groups. It is shown that the time required to mate a schedule can be reduced to 1/3-1/20, compared to conventional methods using spreadsheet tools. When the system was applied to other factory groups under considerably different conditions, the knowledge representation framework helped to reduce the customization costs. Consequently, the proposed PC master production scheduling system has been operated daily by true actual PC production factory groups, and it resulted in greatly reduced scheduling costs
  • Keywords
    electronic equipment manufacture; expert systems; knowledge representation; production control; PC master production scheduling system; knowledge representation framework; quantity selection heuristics; resource selection; task selection heuristics; Costs; Humans; Job shop scheduling; Knowledge representation; Laboratories; Market research; National electric code; Personal communication networks; Production facilities; Production systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 1995. Proceedings., Seventh International Conference on
  • Conference_Location
    Herndon, VA
  • ISSN
    1082-3409
  • Print_ISBN
    0-8186-7312-5
  • Type

    conf

  • DOI
    10.1109/TAI.1995.479381
  • Filename
    479381