Online Fault Diagnosis Method Based on Nonlinear Spectral Analysis

被引:0
|
作者
魏瑞轩
机构
[1] Air Force Engineering University
[2] China Engineering Institute
[3] Xi’an 710038 Shaanxi
[4] School of Electronics and Information Engineering
[5] Xi’an Jiaotong University
[6] China
[7] Xi’an 710049 Shaanxi
关键词
nonlinear system; general frequency response functions; fault diagnosis;
D O I
暂无
中图分类号
O657.3 [光化学分析法(光谱分析法)];
学科分类号
070302 ; 081704 ;
摘要
The fault diagnosis based on nonlinear spectral analysis is a new technique for the nonlinear fault diagnosis, but its online application could be limited because of the enormous compution requirements for the estimation of general frequency response functions. Based on the fully decoupled Volterra identification algorithm, a new online fault diagnosis method based on nonlinear spectral analysis is presented, which can availably reduce the online compution requirements of general frequency response functions. The composition and working principle of the method are described, the test experiments have been done for damping spring of a vehicle suspension system by utilizing the new method, and the results indicate that the method is efficient.
引用
收藏
页码:207 / 212
页数:6
相关论文
共 50 条
  • [41] Fault diagnosis of wind turbine bearing based on AVMD and spectral correlation analysis
    Qi, Yongsheng
    Bai, Yu
    Gao, Shengli
    Li, Yongting
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 40 (07): : 2053 - 2063
  • [42] Fault diagnosability quantitative evaluation and method of fault diagnosis for nonlinear system
    Jiang D.
    Li W.
    Wang J.
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2016, 44 (12): : 102 - 108
  • [43] Spectral negentropy based sidebands and demodulation analysis for planet bearing fault diagnosis
    Feng, Zhipeng
    Ma, Haoqun
    Zuo, Ming J.
    JOURNAL OF SOUND AND VIBRATION, 2017, 410 : 124 - 150
  • [44] An Online Diagnosis Method for Sensor Intermittent Fault Based on Data-Driven Model
    Zhang, Kun
    Gou, Bin
    Xiong, Wei
    Feng, Xiaoyun
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2023, 38 (03) : 2861 - 2865
  • [45] Battery Fault Diagnosis Method Based on Online Least Squares Support Vector Machine
    Zhang, Tongrui
    Li, Ran
    Zhou, Yongqin
    ENERGIES, 2023, 16 (21)
  • [46] A New Method of Online Fault Diagnosis Based on Incremental Continuous Attribute Naive Bayesian
    Li, Mengting
    Zhao, Shuai
    Chen, Shaowei
    Huang, Dengshan
    2018 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT (ICPHM), 2018,
  • [47] An Online Fault Diagnosis Method For Actuators Of Quadrotor UAV With Novel Configuration Based On IMM
    Zhang, He
    Gao, Qi
    Pan, Feng
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 618 - 623
  • [48] An online ultrasonic flowmeter fault diagnosis method based on an extended belief rule base
    Li, Jinyuan
    Yang, Fan
    He, Wei
    Zhu, Hailong
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2025, 19 (01): : 123 - 148
  • [49] A Hybrid Method of Roller Bearing Fault Diagnosis Based on Improved LMD and Spectral Kurtosis
    Wang, Jiying
    Hu, Jiquan
    Pan, Lin
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 1928 - 1933
  • [50] EEMD method based singular value spectral entropy in fault diagnosis of rotating machinery
    Gao Q.
    Jia M.
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2011, 41 (05): : 998 - 1001