AUTOMATIC CALIBRATION SYSTEM FOR DIGITAL-DISPLAY VIBROMETERS BASED ON MACHINE VISION

被引:8
|
作者
He, Wen [1 ]
Xu, Guanhua [1 ]
Rong, Zuochao [2 ]
Li, Gen [3 ]
Liu, Min [4 ]
机构
[1] Zhejiang Univ, Slate Key Lab Fluid Power Transmiss & Control, Zhejiang Prov Key Lab Adv Mfg Technol, Hangzhou 310027, Zhejiang, Peoples R China
[2] Shanghai Key Lab Spacecraft Mechanism, Shanghai 201109, Peoples R China
[3] MCC, ACRE Coking & Refractory Engn Consulting Corp, Dalian 116085, Peoples R China
[4] Zhejiang Prov Inst Elect Power Test & Res, Hangzhou 310014, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Image recognition; calibration; vibration measurement; machine vision; automatic testing; digital-display vibrometer; COMPUTER VISION; ANALOG;
D O I
10.2478/mms-2014-0027
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Considering the low efficiency during the process of traditional calibration for digital-display vibrometers, an automatic calibration system for vibrometers based on machine vision is developed. First, an automatic vibration control system is established on the basis of a personal computer, and the output of a vibration exciter on which a digital-display vibrometer to be calibrated is installed, is automatically adjusted to vibrate at a preset vibration level and a preset frequency. Then the display of the vibrometer is captured by a digital camera and identified by means of image recognition. According to the vibration level of the exciter measured by a laser interferometer and the recognized display of the vibrometer, the properties of the vibrometer are calculated and output by the computer. Image recognition algorithms for the display of the vibrometer with a high recognition rate are presented, and the recognition for vibrating digits and alternating digits is especially analyzed in detail. Experimental results on the built-up system show that the prposed image recognition methods are very effective and the system could liberate operators from boring and intense calibration work for digital-display vibrometers.
引用
收藏
页码:317 / 328
页数:12
相关论文
共 50 条
  • [31] Character Segmentation of Digital-Display Temperature and Humidity Instrument Based on Contour Features and Structural Rules
    Wang, Wen
    Gao, Zenglai
    Geng, Lei
    Zhang, Fang
    Xiao, Zhitao
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON ELECTRONICS AND ELECTRICAL ENGINEERING TECHNOLOGY (EEET 2018), 2018, : 223 - 226
  • [32] Automatic Calibration System of Japanese Translation Machine Based on Logistic Algorithm
    Sun, Kansheng
    International Conference on Distributed Computing and Optimization Techniques, ICDCOT 2024, 2024,
  • [33] Cloud Base Height Measurement System Based on Stereo Vision with Automatic Calibration
    Janeiro, Fernando M.
    Carretas, Filipe
    Ramos, Pedro M.
    Wagner, Frank
    2016 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE PROCEEDINGS, 2016, : 725 - 729
  • [34] Automatic detection system for steel skeleton size based on machine vision
    Jin, Huaxue
    Fan, Wei
    Chen, Xiaoya
    You, Wenbiao
    Ye, Ruifang
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2024, 95 (03):
  • [35] An Automatic Detection and Sorting System for Valve Core Based on Machine Vision
    Gao, Mingyu
    Zhan, Zhiping
    Yang, Yuxiang
    Deng, Zouchao
    Huang, Jiye
    Dong, Zhekang
    45TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2019), 2019, : 5578 - 5583
  • [36] Automatic drill pipe emission control system based on machine vision
    Chuntang Zhang
    Licong Guan
    Journal of Petroleum Exploration and Production Technology, 2019, 9 : 2737 - 2745
  • [37] Study on the development of automatic log scaling system based on machine vision
    Wang J.
    Gao W.
    Liao F.
    Masanori S.
    Artificial Life and Robotics, 2013, 18 (1-2) : 15 - 19
  • [38] Automatic drill pipe emission control system based on machine vision
    Zhang, Chuntang
    Guan, Licong
    JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2019, 9 (04) : 2737 - 2745
  • [39] A model of automatic detection system for weld defects based on machine vision
    Yuan, Tian
    Dong, Du
    Runshi, Hou
    Li, Wang
    Guorui, Cai
    ROBOTIC WELDING, INTELLIGENCE AND AUTOMATION, 2007, 362 : 341 - +
  • [40] Automatic Sorting System of Large Yellow Croaker Based on Machine Vision
    Wu, Yuanhong
    Zhuang, Rui
    Cui, Zhendong
    2019 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE BIG DATA AND INTELLIGENT SYSTEMS (HPBD&IS), 2019, : 233 - 237