Fault Diagnosis Using Bond Graphs in an Expert System

被引:0
|
作者
Zhou, Zhuoran [1 ,2 ]
Ma, Zhanguo [1 ,2 ,3 ,4 ]
Jiang, Yingying [2 ]
Peng, Minjun [1 ,2 ,3 ]
机构
[1] Harbin Engn Univ, Key Subject Lab Nucl Safety & Simulat Technol, Harbin 150001, Peoples R China
[2] Harbin Engn Univ, Key Lab Nucl Safety & Adv Nucl Energy Technol, Minist Ind & Informat Technol, Harbin 150001, Peoples R China
[3] Key Lab Nucl Power Plant Performance & Equipment, Harbin 150001, Peoples R China
[4] Harbin Univ Sci & Technol, Sch Automat, Harbin 150080, Peoples R China
关键词
reactor coolant system; bond graph; fault diagnosis; expert system;
D O I
10.3390/en15155703
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A fault diagnosis method using bond graphs in an expert system is proposed for a reactor coolant system. Firstly, the time causality graph and the variable relationship graph are derived from the bond graph. Secondly, the fault signature matrix is obtained by combining the change relationship of fault parameters. Finally, the fault signature matrix is used as the rule of the inference engine design in the expert system for fault diagnosis. In this paper, the key equipment of the reactor coolant system is used to verify the fault diagnosis method of the bond graph expert system, and the path reasoning relationship between alarms is obtained, which can accurately obtain the deep knowledge required by the operators. A new idea for fault diagnosis in a nuclear power plant's expert system is provided by this method.
引用
收藏
页数:29
相关论文
共 50 条
  • [31] Heuristic search in expert system for fault diagnosis in electronic system
    Drabarek, J
    Wawryn, K
    [J]. ICECS 96 - PROCEEDINGS OF THE THIRD IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2, 1996, : 1100 - 1103
  • [32] Studies on fault diagnosis expert system in propulsion system of spacecraft
    Boyanheshing
    Jiang, Xingwei
    Huang, Wenhu
    [J]. Tuijin Jishu/Journal of Propulsion Technology, 1999, 20 (05): : 17 - 20
  • [33] Fault Diagnosis Expert System of Continuous Miner Hydraulic System
    Li, Xiaohuo
    Tang, Renpeng
    Sha, Yongdong
    Bai, Shuaiwi
    Zhang, Jinghui
    [J]. HYDRAULIC EQUIPMENT AND SUPPORT SYSTEMS FOR MINING, 2013, 619 : 463 - +
  • [34] A fault diagnosis expert system for hydraulic system of injection moulding
    Wang, WL
    Song, ZH
    Han, B
    Li, P
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 229 - 232
  • [35] Hydraulic Fault Diagnosis Expert System of Excavator Based on Fault Tree
    Li, Guoping
    Zhang, Qingwei
    [J]. MACHINERY, MATERIALS SCIENCE AND ENGINEERING APPLICATIONS, PTS 1 AND 2, 2011, 228-229 : 439 - 446
  • [36] Design of failure diagnosis system based on system bond graphs
    Kohda, T
    Inoue, K
    [J]. SIMULATION IN INDUSTRY 2001, 2001, : 780 - 782
  • [37] An expert system based on cases for missile fault diagnosis
    Li, Y
    Yu, HQ
    Feng, ZS
    [J]. ISTM/2001: 4TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2001, : 319 - 322
  • [38] An online expert system for fault diagnosis in hydraulic systems
    Angeli, C
    [J]. EXPERT SYSTEMS, 1999, 16 (02) : 115 - 120
  • [39] Fuzzy reasoning method in expert system for fault diagnosis
    Mei, Shengmin
    Xu, Hongchang
    Zhang, Youzhen
    [J]. Nanjing Hangkong Hangtian Daxue Xuebao/Journal of Nanjing University of Aeronautics & Astronautics, 1995, 27 (04):
  • [40] Research on expert system of fault diagnosis based on database
    Xie, P
    Su, QX
    Gu, HQ
    [J]. ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 4127 - 4130