Development of integrated network performance manager for factory automation networks

공장자동화용 네트워크를 위한 통합성능관리기의 개발

  • 이상호 (국방과학연구소) ;
  • 김인준 (부산대학교 생산기계공학과) ;
  • 이경창 (부산대학교 생산기계공학과) ;
  • 이석 (부산대학교 기계공학부)
  • Published : 1999.07.01

Abstract

This paper focuses on development of a performance manager for IEEE 802.4 token bus networks to serve large-scale integrated systems. In order to construct the management algorithm, the principles of fuzzy logic, genetic algorithm, and neural network have been combined to represent human knowledge and to imitate of human inference mechanism. Through the simulation experiments, it is shown that the proposed performance manager is capable of improving the network performance without a priori knowledge.

References

  1. American Control Conference Fuzzy performance mangement of IEEE 802.4 token bus networks S.-H. Lee;J.-W. Son;S. Lee
  2. Introduction to Simulation Using SIMAN C. D. Pegden;R. E. Shanon;R. P. Sadowski.
  3. Introduction to Artificial Neural Network Systems J. M. Zurada
  4. IEEE Trans. Neural Networks v.5 no.4 Neural network control of communications system R. J. T. Morris;B. Samadi
  5. Optimization and Machine Learning Genetic Algorithms in Search D. E. Goldberg
  6. FUZZ-IEEE/IFES '95 v.1 Genetic-neuro-fuzzy systems : A promising fusion F. S. M Nobre
  7. 대한기계학회 v.35 no.5 MAP : 공장자동화를 위한 네트웍의 표준 홍승호
  8. Data and Computer Communications(4th ed.) W. Stallings
  9. IEEE Jour. Selected Areas in Communication v.11 no.9 Performance management of multiple access communication networks S. Lee;A. Ray
  10. IEEE Network v.2 no.3 Networking for computer-integrated manufacturing A. Ray
  11. Keynote Address, NSF Workshop on Computer Networking for Manufacturing System A case for computer integrated manufacturing J. T. O'Rourke
  12. Introduction to SIMAN C. D. Pegden
  13. IEEE Computer Genetic algorithms A survey M. Srinivas;L. M. Patnaik
  14. 제어 · 자동화 · 시스템 공학 v.2 no.4 생산자동화를 위한 토큰버스 네트워크의 성능관리 이상호;손준우;이석
  15. '95 한국자동제어 학술회의 논문집 뉴로-퍼지 추론 알고리즘에 의한 토큰버스 네트워크의 성능관리 손준우;이상호;이석
  16. American Control Conforence Performance of the token bus for time critical messages in a manufacturing environment W. L. Genter;K. S. Vastola