Application Research on Motor Fault Monitoring on Audio Signal Recognition Technology with SOPC

被引:0
|
作者
GongQin [1 ]
JunZhou [1 ]
机构
[1] Jianghan Univ, Sch Phis & Engn, Wuhan 430056, Hubei, Peoples R China
关键词
SOPC; STFT; Audio signal recognition; revolving speed; motor fault; online monitoring;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This application research adopts the development kit named DE1-SoC, which can realize real-time collection about the oice signal of the motor rotation, and remove noises with anti aliasing filter. We research the corresponding spectrum in frequency domain after the combining STFT transformation. Using the corresponding algorithm, we can find the frequency spectrum component related to the speed, build relations between the frequency and the corresponding motor speed. Thus, the state information of motor running is obtained. Taking advantage of pattern recognition technology, the real-time running state of motor was compared with the spectrum diagram of the normal running, we can detect the workings of motor, and automatically the system identifies the failure status of motor in the running process.
引用
收藏
页码:145 / 150
页数:6
相关论文
共 50 条
  • [1] Research on the Application of Image Recognition Technology in Transformer Equipment Fault Monitoring
    Feng, Junjie
    Duan, Yusong
    Kang, Wenjie
    Li, Zhengyu
    Liu, Xiao
    Nonlinear Optics Quantum Optics, 2022, 56 (1-2): : 97 - 108
  • [2] Research on the Application of Image Recognition Technology in Transformer Equipment Fault Monitoring
    Feng, Junjie
    Duan, Yusong
    Kang, Wenjie
    Li, Zhengyu
    Liu, Xiao
    NONLINEAR OPTICS QUANTUM OPTICS-CONCEPTS IN MODERN OPTICS, 2022, 56 (1-2): : 97 - 108
  • [3] Application Research Based on Network Signal Recognition Technology
    Li, Weiqun
    2016 ISSGBM INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND SOCIAL SCIENCES (ISSGBM-ICS 2016), PT 3, 2016, 68 : 460 - 462
  • [4] Application of SOPC Technology in Monitoring of Coal Mine Gas
    He Hongjiang
    Guo Hui
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION AND INSTRUMENTATION, VOL 4, 2008, : 1865 - 1867
  • [5] Application of collaborative representation in audio signal recognition
    Huang, Q. F.
    Li, X. J.
    AUTOMATIC CONTROL, MECHATRONICS AND INDUSTRIAL ENGINEERING, 2019, : 297 - 302
  • [6] Research on the application of railway signal outdoor information monitoring technology
    Shi, Tongguang
    Yuan, Tengfei
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020, 20 (01) : 245 - 255
  • [7] Application of Audio Signal Processing Technology in Music Synthesis
    Liu, Xiang
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (09) : 648 - 654
  • [8] Application of SOPC technology in low temperature target weak signal acquisition device
    Zhu Min
    Peng Lizhang
    Yang Chunling
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 1976 - 1979
  • [9] Research on on-line monitoring and fault recognition technology of intelligent power transformer based on the Internet
    Li Yuezhong
    Yan Xiaoqiang
    Zhu Piaoxia
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 4227 - 4231