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Bearing diagnosis based on chaos time series analysis

Research Project

Project/Area Number 25420188
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Dynamics/Control
Research InstitutionHiroshima University

Principal Investigator

Sekiguchi Yasuhisa  広島大学, 工学(系)研究科(研究院), 准教授 (60226644)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords異常診断 / 転がり軸受 / カオス時系列解析 / 振動診断
Outline of Final Research Achievements

The present research investigated bearing diagnoses based on chaos time series analyses. First, rolling fatigue tests were conducted to measure vibration and sound generated by rolling bearings during their lifetime. Then, obtained data were analyzed with chaos time series analyses for the bearing diagnoses. In the diagnoses, the largest Lyapunov exponent analysis and the trajectory parallel measure method were used to identify the change of data. Also, conventional methods, such as skewness, kurtosis, crest factor, and frequency spectra, were calculated for the comparison of diagnosis results. Finally, the effectiveness of chaos time series analyses was confirmed in the bearing diagnoses.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (2 results)

All 2016 2015

All Presentation (2 results)

  • [Presentation] 転がり軸受の転動疲労実験における振動解析と異常診断2016

    • Author(s)
      山本暁,松田隆太郎,関口 泰久
    • Organizer
      日本機械学会中国四国支部 第54期講演会
    • Place of Presentation
      愛媛大学工学部
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 転動疲労試験における転がり軸受のカオス時系列解析2015

    • Author(s)
      後藤利哉,関口泰久
    • Organizer
      日本機械学会中国四国支部第53期講演会
    • Place of Presentation
      近畿大学工学部
    • Year and Date
      2015-03-06
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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