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Study of Health Monitoring System of Machines by Using Wavelet Transform

Research Project

Project/Area Number 07455103
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Dynamics/Control
Research InstitutionKyoto Institute of Technology

Principal Investigator

YAMAMOTO Shizuo  Kyoto Institute of Technology, Faculty of Eng.and Design, Professor, 工芸学部, 教授 (50200803)

Co-Investigator(Kenkyū-buntansha) ASHINO Ryuichi  College of Industrial Technology, Sec.of General Education, Assoc.Professor, 教養部, 助教授 (80249490)
MASUDA Arata  Kyoto Institute of Technology, Faculty of Eng.and Design, Assistant, 工芸学部, 教務職員 (90252543)
SONE Akira  Kyoto Institute of Technology, Faculty of Eng.and Design, Assoc.Professor, 工芸学部, 助教授 (20197015)
NAKAOKA Akira  Kyoto Institute of Technology, Faculty of Eng.and Design, Professor, 工芸学部, 教授 (90027920)
Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1996: ¥1,200,000 (Direct Cost: ¥1,200,000)
KeywordsSignal Proceesing / Wavelet Transform / Orthonormal Wavelet / Singularity / Health Monitoring / Sound Field / 音場解析
Research Abstract

It is very important to estimate the damage rate of machines under the verious dynamic loading from the point of view of guranteeing their safety and developing the scheme of their maintenance. In this study, the health monitoring system to monitor the damage of machines is investigated to assure the safety of machines. The wavelet transform is applied to the analyzed responses of machines and its feasibility is confirmed. The results obtained from this research are summarizeda as follows. (1) Simultaneous analysis of waves propagating through multilayred media consisting of gas and solid fields is done by using the boundary element method. Through this analysis, the location of abnormal signal for machines is identified by using the wavelet transform of responses. (2) The orthonormal wavelet with large N for Daubechies wavelet can give the good estimation for the occurrence time of abnormal signal under the noisy condition. (3) In case of estimating number entering into plastic region by wavelet analysis, Meyer's wavelets are most reasonable among three types of analyzing wavelets. Moreover, as the change of hysteretic restoring force of system becomes large, number entering into plastic region can be estimated remarkablely.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (16 results)

All Other

All Publications (16 results)

  • [Publications] 曽根彰: "ウェーブレット変換を用いた機械・構造物のヘルスモニタリングシステム(正規直交ウェーブレットの生成と断続的異常信号の検出)" 日本機械学会論文集C. 61-586. 2340-2346 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 曽根彰: "強震記録のウェーブレット解析による履歴復元特性を有する建築物の累積損傷の推定" 日本建築学会構造系論文集. 476. 67-74 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 増田新: "境界要素法による多スパン平板と曲げ-ねじりはりとの連成系固有振動解析" 日本機械学会論文集C. 61-590. 3812-3819 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Health Monitoring System of Building by using Wavelet Analysis" Proc. of 11th World Conference on Earth, Eng.1. 1-8 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Shozo Tanaka: "Method of simultaneous Analysis of Waves Propagating Multilavered Media by Boundary Element Method" JSME International Journal Series C. 39-2. 195-202 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 曽根彰: "常時微動と強震記録のウェーブレット解析による構造物の動特性推定とその変化の推定" 日本建築学会構造系論文集. 490. 65-72 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Health Monitoring System of Machines and Structures by Wavelet Transform (Generation of Orthonormal Bases of Wavelets and Detection of Abnormal Signals Generated at Random Intervals)" Transactions of the Japan Society of Mechanical Engineers. 61-586. 2340-2346 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Estimation of cumulative Damage of Building with Hysteretic Restoring Force by Uisng Wavelet Analysis of Strong Response Records" Journal of Struct, Constr.Eng.AIJ. 476. 67-74 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arata Masuda: "Eigenfrequency Analysis of Rectangular Plates Supported By Beams by BEM" Transactions of the Japan Society of Mechanical Engineers. 61-590. 3812-3819 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Syozo Tanaka: "Method of Simultaneous Analysis of waves Propagating in Multilayred Media by Boundary Element Method" JSME International Journal (C). 39-2. 195-202 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Health Monitoring System of Building by Using Wavelet Analysis" Proceedings of 11th World Conference on Earthquake engineering. 1. 1-8 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Identification of Dynamic Characterisitcs of Structure and Its Change by Using Wavelet Analysis of Records of Microtremorand Response of structure on Ordinary Condition and During Strong Shock" Journal od Struct, Constr.Eng., AIJ. 490. 65-72 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Akira Sone: "Health Monitoring System of Building by Using Wavelet Analysis" Proc.of 11th World Confrerence on Earthquake Eng.1. 1-8 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Syozo Tanaka: "Method of Simultaneous Analysis of Waves Propagating in Multilayered Media by Boundary Element Method" JSME International Journal Series C. 39-2. 195-202 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 曽根彰: "常時微動と強震記録のウェーブレット解析による構造物の動特性推定とその変化の推定" 日本建築学会構造系論文集. 490. 65-72 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 曽根彰: "ウェーブレット変換を用いた機械・構造物のヘルスモニタリングシステム(正規直交ウェーブレットの生成と断続的異常信号の検出)" 日本機械学会論文集(C). 61. 2340-2346 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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