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Graphical representation technology for knowledge acquisition of fault diagnosis system

  • Lei Dong*
  • , Qingdong Li
  • , Xingyue Shao
  • , Chen Bai
  • *Corresponding author for this work
  • Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Fault diagnosis expert system (FDES) which can realize high efficient vehicle launch test is an important part of launch protection system in the future space vehicle. The existing way of knowledge acquisition is the artificial extraction rules by knowledge engineers according to the testing process provided by technical personnel. However, this way usually has some problems such as the complexity of the heavy workload, long working cycle, error-prone and does not readily accessible for inspection etc. To solve these problems, this paper presents a method of knowledge acquisition based on graphical representation. Firstly, analysis the testing process of the launch vehicle deeply and establish the overall framework which contains all the preparatory stage subsystem. Then, draw out of the launch vehicle testing process by graphical method through setting reasonable graphical components. This test flow chart is convenient and intuitive to understand, and easier to maintain. Finally, through the design of rule extraction algorithm, the test flow chart is automatically converted to the knowledge which is required by the knowledge base of FDES. This knowledge acquisition method based on graphical techniques can effectively simplify the difficulty, easy to maintain and understand. After testing, this method works well application effect.

Original languageEnglish
Title of host publicationProceedings - 2012 International Conference on Computer Science and Service System, CSSS 2012
Pages1627-1630
Number of pages4
DOIs
StatePublished - 2012
Event2012 International Conference on Computer Science and Service System, CSSS 2012 - Nanjing, China
Duration: 11 Aug 2012 → 13 Aug 2012

Publication series

NameProceedings - 2012 International Conference on Computer Science and Service System, CSSS 2012

Conference

Conference2012 International Conference on Computer Science and Service System, CSSS 2012
Country/TerritoryChina
CityNanjing
Period11/08/12 → 13/08/12

Keywords

  • expert system
  • fault diagnosis
  • graphical representation
  • knowledge acquisition
  • launch vehicle

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