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Analysis of Engine Sound by using Wavelet Transform

Research Project

Project/Area Number 06805026
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Dynamics/Control
Research InstitutionNagoya University

Principal Investigator

OTA Hiroshi  Nagoya Univ.Mech.Engineering Professor, 工学部, 教授 (80023050)

Co-Investigator(Kenkyū-buntansha) KAWAI Tadao  Nagoya Univ.Mech.Engineering Associate Professor, 工学部, 助教授 (20177637)
Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1995: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1994: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsWavelet Transform / Engine Sound / Monitoring / Diagnosis
Research Abstract

In this study, we applied Wavelet analysis to monitor a four-cycle engine and its driving system.
First, we drove an engine in normal condition with no load and measured sound emitted from engine and acceleration on the top of the engine block. Then we transformed these signals by Wavelet and related these to each operating cycle (intake, compression, gnition, expansion, exhaust).
Nex, we set up an engine in abnormal condition, i.e., (i) miss fire, (ii) larget tappet clearance, (iii) melt of cam chain. In the calculation of Wavelet analysis, we found a significant difference between normal engine signal and abnormal one.
Finally, we got following conclusions as a result that we analyzed sound emitted from an engine and acceleration of an engine by using Wavelet analysis to detect operating condition of engine and abnormality occurring to an engine.
(1) We calculate change of each frequency component of sound and vibration with time by Wavelet analysis and find a stroke of engine (explosion, closing motion of intake or exhaust valve) and a vibrating part.
(2) Based on above-mentioned (1), we can detect abnormalities by seek magnitudes of occurring vibration (peak magnitude) and the timing when vibrations occur.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (3 results)

All Other

All Publications (3 results)

  • [Publications] 川合 忠雄: "ウェーブレット解析を用いたエンジン・駆動系のモニタリング" 自動車技術会中部支部1995年度研究発表会前刷集. 7-12 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Tadao KAWAI: "Application of Wavelet Analysis to Monitoring of Engine-drive Systems" JSAE Chubu Branch.Spring Conference '95. 7-12 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 川合忠雄: "ウェーブレット解析を用いたエンジン・駆動系のモニタリング" 自動車技術会中部支部1995年度研究発表会前刷集. 7-12 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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