Frequency-scanning interferometry for axial clearance of rotating machinery based on speed synchronization and extended Kalman filter

被引:12
|
作者
Bao, Ruijia [1 ]
Duan, Fajie [1 ]
Fu, Xiao [1 ]
Yu, Zhenxin [1 ]
Liu, Wenzheng [1 ]
Guo, Guanghui [2 ]
机构
[1] Tianjin Univ, State Key Lab Precis Measurement Technol & Instrum, Tianjin 300072, Peoples R China
[2] AECC, Sichuan Gas Turbine Res Inst, Chengdu 610500, Sichuan, Peoples R China
关键词
Frequency-scanning interferometry; Axial clearance; Kalman filter; ABSOLUTE DISTANCE MEASUREMENT; SYSTEM; GAP;
D O I
10.1016/j.optlaseng.2023.107515
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Rotor-stator axial clearance is a crucial design parameter affecting rotating machines' efficiency and safety. To realize accurate dynamic axial clearance measurement in high-speed rotating machinery with frequency-scanning interferometry (FSI), this paper proposes a novel algorithm of Doppler error suppression. By introducing rotor speed simultaneously as a Kalman filter parameter, the extended Kalman filter model is constructed by combining the a-priori information of rotating machinery. The feasibility is tested and verified by both simulation and experiment. This algorithm can suppress the Doppler error in FSI measurement and separate the axial movement and end face runout in real-time. Under laboratory conditions, a position measurement precision of +/- 3.5 mu m was achieved for rotation speed changing around 2400rpm.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Comparison of Extended-Kalman- and Particle-Filter-Based Sensorless Speed Control
    Aydogmus, Omur
    Talu, Muhammed Fatih
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2012, 61 (02) : 402 - 410
  • [32] An Extended Kalman Filter based Speed and Position Estimator for Permanent Magnet Synchronous Motor
    Gopinath, G. R.
    Das, Shyama P.
    2014 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2014,
  • [33] Speed and Load Torque Estimation of Induction Motors based on an Adaptive Extended Kalman Filter
    Yu Hongxia
    Hu Jingtao
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 7004 - +
  • [34] Speed estimation for permanent magnet synchronous motor based on robust extended Kalman filter
    Yin, Zhong-Gang
    Zhang, Rui-Feng
    Zhong, Yan-Ru
    Cao, Yu
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2012, 29 (07): : 921 - 927
  • [35] Speed Estimation Method of Linear Motor Extended Kalman Filter Based on Attenuation Memory
    Li, Zheng
    Zhang, Lucheng
    Wang, Jinsong
    Sun, Weisong
    Wang, Pengju
    Guo, Xiaoqiang
    Sun, Hexu
    ELECTRONICS, 2022, 11 (10)
  • [36] Dynamic cascade-model-based frequency-scanning interferometry for real-time and rapid absolute optical ranging
    Deng, Zhongwen
    Liu, Zhigang
    Jia, Xingyu
    Deng, Wen
    Zhang, Xin
    OPTICS EXPRESS, 2019, 27 (15) : 21929 - 21945
  • [37] A new leaky piston identification method in an axial piston pump based on the extended Kalman filter
    Bensaad, D.
    Soualhi, A.
    Guillet, F.
    MEASUREMENT, 2019, 148
  • [38] Note: High speed optical profiler based on a phase-shifting technique using frequency-scanning lasers
    Kim, Jong-Ahn
    Kang, Chu-Shik
    Jin, Jonghan
    Eom, Cheon, II
    Jang, Roma
    Kim, Jae Wan
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2011, 82 (08):
  • [39] Islanding Detection for Microgrid Based on Frequency Tracking Using Extended Kalman Filter Algorithm
    Li, Bin
    Wang, Jingpeng
    Bao, Hailong
    Zhang, Huiying
    JOURNAL OF APPLIED MATHEMATICS, 2014,
  • [40] A Fast Frequency Control Based on Extended Kalman Filter using Energy Storage System
    Tian, Guoliang
    Yang, Qijia
    Lu, Yiyuan
    Mu, Tongpeng
    2024 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, CONTROL AND ROBOTICS, EECR 2024, 2024, : 375 - 380