Diagnosis Expert System Design of a Certain Ordnance Launch Circuit

Conference paper
First Online:
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 334)

Abstract

In order to solve the longtime problem of fault location and low efficiency of fault clearing for a certain ordnance launch circuit, a fault diagnosis expert system based on hybrid case-based reasoning (CBR) and rule-based reasoning (RBR) is designed. According to the structure of systematic fault tree and historical fault cases, fault repository is established. The inference mechanism based on hybrid CBR and RBR is adopted to the fault diagnosis. Practical application shows that the expert system can improve the efficiency of ordnance launch circuit fault diagnosis and reduce the fault-clearing strength of maintenance crew.

Keywords

Fault diagnosis Expert system CBR RBR 
This is a preview of subscription content, log in to check access.

References

  1. 1.
    Rissland L, Kalak BS. CABARET: rule interpretation in hybrid architecture. Int J Man-Mac Stud. 1991;34(6):839–87.CrossRefGoogle Scholar
  2. 2.
    Branting LK. Building explanations from rules and structured cases. Int J Man-Mac Stud. 1991;34(6):797–837.CrossRefGoogle Scholar
  3. 3.
    Crone N, An A, Chan C. Rule-induction and case-based reasoning: hybrid architecture appear advantageous. IEEE Trans Knowl Data Eng. 1999;11(1):166–74CrossRefGoogle Scholar
  4. 4.
    Kolodner JL. An introduction to case based reasoning. Artif Intell Rev. 1992;6(1):3–34CrossRefGoogle Scholar
  5. 5.
    Modt A. Case-based reasoning: foundational issues, methodological variations, and system approaches. AI Commun. 1994;7(1):39–59.Google Scholar
  6. 6.
    Li Q, Fang J. Knowledge representation of planning based on RBR and CBR. Comput Eng Des. 2009;30(22):5166–74.MathSciNetGoogle Scholar
  7. 7.
    Babaka O, Whar SY. Case-based reasoning and decision support systems. IEEE International Conference on Intelligent Processing Systems, IEEE. 1997: 1532–1536.Google Scholar
  8. 8.
    Ma D, Ma L, Lv X. A fault diagnosis expert system for a certain airplane’s missile-launch channel. Comput Meas Control. 2011;19(11):2705–7.Google Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Xiaoyan Qu
    • 1
  • Baogang Li
    • 1
  • Chengzhu Yao
    • 1
  • Wei Pang
    • 1
  1. 1.Naval Aeronautical and Astronautical UniversityYantaiChina

Personalised recommendations