Research on aero engine fault diagnosis and prediction technology based on flight data

被引:0
|
作者
Shi, Yue [1 ]
Chen, Hong-Ying [1 ]
机构
[1] Civil Aviat Flight Univ China, Sch Flight Technol, Deyang, Peoples R China
来源
REVIEWS OF ADHESION AND ADHESIVES | 2023年 / 11卷 / 02期
关键词
Flight data; Fault diagnosis; Fault prediction;
D O I
10.47750/RAA/11.2.24
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to make full use of flight data, combined with the development of machine learning algorithm under big data technology, flight data is applied to aero engine fault diagnosis and prediction technology. Through the accumulation of flight data, combined with the classification and prediction functions of advanced algorithms, the comprehensive processing of flight data can identify aero engine failure modes and predict potential risks, providing a scientific basis for aero engine health monitoring and management. The research is of great significance to ensure flight safety and improve economic benefits.
引用
收藏
页码:448 / 457
页数:10
相关论文
共 50 条
  • [1] STUDY ON AERO-ENGINE ROTOR FAULT DIAGNOSIS BASED ON FLIGHT DATA
    Jiang Jiulong
    Yao Hong
    Deng Tao
    Du Jun
    [J]. 2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS ( ICIMCS 2011), VOL 1: INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS, 2011, : 247 - 250
  • [2] Sensor fault diagnosis of aero-engine based on divided flight status
    Zhao, Zhen
    Zhang, Jun
    Sun, Yigang
    Liu, Zhexu
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2017, 88 (11):
  • [3] Research on Fault Diagnosis Technology of UAV Flight Control System Based on Hybrid Diagnosis Engine
    Chen, Mingjie
    Yan, Jin
    Li, Tieying
    Chi, Chengzhi
    [J]. 2022 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE, PHM-LONDON 2022, 2022, : 188 - 192
  • [4] Research on Engine Fault Diagnosis Technology Based on ANFIS
    Chen Qing-Xie
    Wu Chun-Fu
    [J]. 2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 278 - 281
  • [5] Prediction of Aero-engine Test Bed Performance Based on Big Data Technology
    Gao Hanjun
    Zhang Yidu
    Wu Qiong
    Fu Guoxiang
    [J]. THEORY, METHODOLOGY, TOOLS AND APPLICATIONS FOR MODELING AND SIMULATION OF COMPLEX SYSTEMS, PT III, 2016, 645 : 602 - 614
  • [6] Research on a Fault Diagnosis Method for Aero-engine Based on Improved SVM and Information Fusion
    Wu, Wen-Jie
    Huang, Da-Gui
    Dong, Zheng
    [J]. MECHANICAL, MATERIALS AND MANUFACTURING ENGINEERING, PTS 1-3, 2011, 66-68 : 811 - 816
  • [7] Research on the Fault Diagnosis Technology of Diesel Engine Based on the Instantaneous Speed
    Hu Yi
    Zhou RuPing
    Yang JianGuo
    [J]. DAMAGE ASSESSMENT OF STRUCTURES VIII, 2009, 413-414 : 547 - 552
  • [8] A Data-based Expert System for Aero-Engine Gas Path Fault Diagnosis
    Sun, Ang
    Guo, Di
    Wang, Rui
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 2917 - 2922
  • [9] Research on Fault Diagnosis Method of Aircraft Engine on Basis of Data Classification Prediction
    Hao JiangWei
    Lu Bin
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ENGINEERING MANAGEMENT (ICONF-EM 2016), 2016, 30 : 141 - 146
  • [10] An adversarial transfer learning method based on domain distribution prediction for aero-engine fault diagnosis
    Hu, Jintao
    Chen, Min
    Tang, Hailong
    Zhang, Jiyuan
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 133