An order analysis based second-order cyclic function technique for planetary gear fault detection

被引:3
|
作者
Zhang, Mian [1 ]
Wei, Dongdong [1 ]
Wang, Kesheng [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Mechatron Engn, Equipment Reliabil Prognost & Hlth Management Lab, Chengdu 611731, Sichuan, Peoples R China
基金
美国国家科学基金会;
关键词
Non-stationary; Order analysis; Second-order cyclic function; Planetary gear system; DIAGNOSIS; TRACKING;
D O I
10.1109/SDPC.2017.134
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Planetary gearbox is a widely used transmission machine with complex and dynamic internal mechanical structures and it usually operates under non-stationary hostile operational conditions. The complex internal gears dynamic behaviors and the resultant vibrations make the fault diagnosis of planetary gears problematic. Effective diagnostic methods for planetary gear system are in demand. In this paper, an order analysis based second-order cyclic function method is proposed to extract the damage caused amplitude modulation under non-stationary operational conditions. The damage caused fault information is emphasized and being extracted and calculated as a distinctive indicator for fault diagnosis of planetary gear system. The experimental studies with 3 types of typical sun gear faults are demonstrated to validate the effectiveness of the proposed method.
引用
收藏
页码:678 / 682
页数:5
相关论文
共 50 条
  • [31] Mixed Signal Detection based on Second-order Cyclostationary Features
    Li, Dong
    Qu, Yang
    Liu, Zhiqiang
    Wu, Zhiqiang
    Zhang, Zhiping
    2014 IEEE MILITARY COMMUNICATIONS CONFERENCE: AFFORDABLE MISSION SUCCESS: MEETING THE CHALLENGE (MILCOM 2014), 2014, : 682 - 687
  • [32] DDoS Detection Based on Second-Order Features and Machine Learning
    He, Xiaowei
    Jin, Shuyuan
    Yang, Yunxue
    Chi, Huiqiang
    TRUSTWORTHY COMPUTING AND SERVICES (ISCTCS 2014), 2015, 520 : 197 - 205
  • [33] Using inclusion complexes for achieving second-order advantage: A novel technique for cinnamic acid derivatives analysis with second-order calibration methods
    Nikpour, Hamidreza
    Mousavi, Mehdi
    Asadollahzadeh, Hamideh
    JOURNAL OF CHEMOMETRICS, 2019, 33 (04)
  • [34] Comparison between the sum of second-order velocity structure functions and the second-order temperature structure function
    Antonia, RA
    Zhu, Y
    Anselmet, F
    OuldRouis, M
    PHYSICS OF FLUIDS, 1996, 8 (11) : 3105 - 3111
  • [35] Second-Order Synchroextracting Transform With Application to Fault Diagnosis
    Bao, Wenjie
    Li, Fucai
    Tu, Xiaotong
    Hu, Yue
    He, Zhoujie
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70 : 12 - 12
  • [36] SECOND-ORDER APPROXIMATION OF AUTOCORRELATION MATRIX FUNCTION
    ZRNIC, DS
    PROCEEDINGS OF THE IEEE, 1973, 61 (03) : 387 - 388
  • [37] Variational image inpainting technique based on nonlinear second-order diffusions
    Barbu, Tudor
    COMPUTERS & ELECTRICAL ENGINEERING, 2016, 54 : 345 - 353
  • [38] Derivative of a function of a nonsymmetric second-order tensor
    Balendran, B
    NematNasser, S
    QUARTERLY OF APPLIED MATHEMATICS, 1996, 54 (03) : 583 - 600
  • [39] Optimization and second-order derivatives for a Lipschitz function
    Craven, B. D.
    OPTIMIZATION, 2006, 55 (03) : 263 - 268
  • [40] On second-order Differential Power Analysis
    Joye, M
    Paillier, P
    Schoenmakers, B
    CRYPTOGRAPHIC HARDWARE AND EMBEDDED SYSTEMS - CHES 2005, PROCEEDINGS, 2005, 3659 : 293 - 308