웹 기반의 도시철도 전문가시스템 개발에 관한 연구

A Study on the Development of Web-based Expert System for Urban Transit
  • 김현준; 
  • 배철호; 
  • 김성빈; 
  • 이호용; 
  • 김문현; 
  • 외 1명

초록

Urban transit is a complex system that is combined electrically and mechanically, it is necessary to construct maintenance system for securing safety accompanying high-speed driving and maintaining promptly. Expert system is a computer program which uses numerical or non-numerical domain-specific knowledge to solve problems. In this research, we intend to develop the expert system which diagnose failure causes quickly and display measures. For the development of expert system, standardization of failure code classification system and creation of BOM(Bill Of Materials) have been first performed. Through the analysis of failure history and maintenance manuals, knowledge base has been constructed. Also, for retrieving the procedure of failure diagnosis and repair linking with the knowledge base, we have built RBR(Rule Based Reasoning) engine by pattern matching technique and CBR(Case Based Reasoning) engine by similarity search method. This system has been developed based on web to maximize the accessibility.

키워드

전문가시스템; 지식베이스; 규칙기반추론; 사례기반추론; 고장영향분석; 고장트리분석; 결정테이블; Expert system; Knowledge base; Rule based reasoning; Case based reasoning; FMEA(Failure mode and effect analysis); FTA(Failure tree analysis); DT(Decision table)
제목
웹 기반의 도시철도 전문가시스템 개발에 관한 연구
제목 (타언어)
A Study on the Development of Web-based Expert System for Urban Transit
저자
김현준; 배철호; 김성빈; 이호용; 김문현; 서명원
발행일
2005-09
저널명
한국자동차공학회 논문집
권
13
호
5
페이지
163 ~ 170