The Research of Aircraft Fault Diagnosis Based on Adaptive FPN

被引:2
|
作者
Zhang Peng [1 ]
Zhao Shiwei [1 ]
Wang Yake [1 ]
机构
[1] Civil Aviat Univ China, Engn Tech Training Ctr, Tianjin 300300, Peoples R China
关键词
Fault Diagnosis; Adaptive; Fuzzy Petri Net; Aviation Maintenance;
D O I
10.1109/CCDC.2009.5195042
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For aircraft equipment being more and more complex, it makes fault diagnosis more and more difficult. In this paper a measure based on adaptive fuzzy Petri nets (FPN) for fault diagnosis is proposed. First, deal with repair factory's statistical data and expert experience data; second, establish a fault diagnosis model through fuzzy production rules, model's output is the location of fault cause, which provides the suggestion for maintenance decision-making; and finally amend model parameters according to actual maintenance result. Through the simulation on maintenance data, it is shown that the model can be quickly and efficiently identify the Causes for failure to improve the efficiency of maintenance. The method is clear and intuitive, easy-to-achieve on the computer for the establishment of a maintenance decision support system provides a new way.
引用
收藏
页码:5252 / 5255
页数:4
相关论文
共 50 条
  • [21] One Research on Fault Diagnosis Method of Aircraft Inertial Navigation System
    Yang, Ji-en
    Zhou, Ming-qiu
    Meng, Fei
    [J]. PROCEEDINGS OF THE FIRST SYMPOSIUM ON AVIATION MAINTENANCE AND MANAGEMENT-VOL II, 2014, 297 : 213 - 219
  • [22] Simulation Research in Fault Diagnosis of Environmental Control System for Fighter Aircraft
    Lin Shi-quan
    Zhao Jing-quan
    [J]. IEEE CIRCUITS AND SYSTEMS INTERNATIONAL CONFERENCE ON TESTING AND DIAGNOSIS, 2009, : 554 - 557
  • [23] Adaptive Case Based Reasoning For Fault diagnosis
    Yee, Pang Shen
    Kiong, Loo Chu
    Soong, Lim Way
    [J]. 2009 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION, 2009, : 678 - +
  • [24] Research on Fault Diagnosis Based on TEAMS
    Liang, Yanhong
    Wu, Qingyi
    Jin, Dan
    [J]. ADVANCED DESIGNS AND RESEARCHES FOR MANUFACTURING, PTS 1-3, 2013, 605-607 : 797 - 801
  • [25] Design of generalized fault diagnosis observer and active adaptive fault tolerant controller for aircraft control system
    Sun, Rong
    Han, Yuntao
    Wang, Yingying
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2022, 19 (06) : 5591 - 5609
  • [26] Research on fault diagnosis based on ontology
    Hou, Xiangdan
    Liu, Hongpu
    Dong, Yongfeng
    Yan, Gang
    [J]. WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING, VOL 1 AND 2, 2006, : 541 - +
  • [27] Research on Reciprocating diesel engines fault diagnosis based on adaptive genetic algorithm optimization
    Zhang, Defu
    Tong, Peixin
    Zhu, Wei
    Zheng, Jie
    [J]. 2022 IEEE 6TH ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2022, : 872 - 876
  • [28] Research on WNN soft fault diagnosis for analog circuit based on adaptive UKF algorithm
    Xu-sheng, Gan
    Wen-ming, Gao
    Zhe, Dai
    Wei-dong, Liu
    [J]. APPLIED SOFT COMPUTING, 2017, 50 : 252 - 259
  • [29] Aircraft Fault Diagnosis Based on Case-Based Reasoning and Fault Tree Analysis Integrated
    Zhou Yilin
    Li Hongning
    [J]. 2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 703 - 706
  • [30] Aircraft Engine Fault Diagnosis Based on Flight Process Data
    Ma S.
    Wu Y.-F.
    Zheng H.
    Gou L.-F.
    [J]. Tuijin Jishu/Journal of Propulsion Technology, 2023, 44 (05):