Complex System Fault Diagnosis Method Based on CFFPN

被引:0
|
作者
Su, Yan [1 ]
Ling, Yiqing [1 ]
Wang, Hui
机构
[1] Nanjing Univ Aeronaut & Astronaut, Nanjing 210016, Jiangsu, Peoples R China
来源
PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON ELECTRONIC, MECHANICAL, INFORMATION AND MANAGEMENT SOCIETY (EMIM) | 2016年 / 40卷
关键词
Colored fuzzy fault petri net (CFFPN); Fault diagnosis; Modeling; Complex system; Pneumatic system;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Considering the complexity of system structure and fault mechanism of complex system, a fault diagnosis method based on extended color fuzzy fault Petri net model is proposed (CFFPN) for civil aircraft. In order to increase the fault diagnosis efficiency, the CFFPN is modeled based on fuzzy mathematics and fault Petri net method through adding token, library and staining rules to describe the fault propagation. Fuzzy generated rules combined with matrix theory are utilized for fault diagnosis reasoning. CFFPN based reasoning algorithm is given. The validity of the proposed method is verified in one type aircraft pneumatic system.
引用
收藏
页码:103 / 107
页数:5
相关论文
共 50 条
  • [21] Fault diagnosis of complex system based on nonlinear frequency spectrum fusion
    Cao, Jianfu
    Chen, Ling
    Zhang, Jialiang
    Cao, Wen
    MEASUREMENT, 2013, 46 (01) : 125 - 131
  • [22] A Fault Diagnosis Method Based on ANFIS and Bearing Fault Diagnosis
    Zhang, Junhong
    Ma, Wenpeng
    Ma, Liang
    2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, ELECTRONICS AND ELECTRICAL ENGINEERING (ISEEE), VOLS 1-3, 2014, : 1273 - 1277
  • [23] Fault Diagnosis of Complex Chemical Processes Based on Enhanced Naive Bayesian Method
    Yang, Guang
    Gu, Xiaohua
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 69 (07) : 4649 - 4658
  • [24] A Fault Diagnosis Method of Rolling Bearing Based on Complex Morlet CWT and CNN
    Gao, Dawei
    Zhu, Yongsheng
    Wang, Xian
    Yan, Ke
    Hong, Jun
    2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 1101 - 1105
  • [25] Lightweight fault diagnosis method in embedded system based on knowledge distillation
    Gong, Ran
    Wang, Chenlin
    Li, Jinxiao
    Xu, Yi
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2023, 37 (11) : 5649 - 5660
  • [26] Novel method for power system fault diagnosis based on Bayesian networks
    Huo, LM
    Zhu, YL
    Ran, L
    Zhang, LG
    2004 International Conference on Power System Technology - POWERCON, Vols 1 and 2, 2004, : 818 - 822
  • [27] Lightweight fault diagnosis method in embedded system based on knowledge distillation
    Ran Gong
    Chenlin Wang
    Jinxiao Li
    Yi Xu
    Journal of Mechanical Science and Technology, 2023, 37 : 5649 - 5660
  • [28] Research on hydraulic system fault diagnosis method based on machine learning
    Liu, Qingtong
    Li, Mantuo
    ENGINEERING RESEARCH EXPRESS, 2025, 7 (01):
  • [29] Research of Power System Fault Diagnosis Method Based on Information Identification
    Liu, Zhe
    Liu, Jie
    Jiao, Zhongjie
    2012 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2012,
  • [30] An Electric Power System Fault Diagnosis Method Based on PSO and FCM
    Cheng, Jie
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 347 - 350