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Development of safety utilization system using wavelet transform for a small scale windmill power system.

Research Project

Project/Area Number 15560265
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 電力工学・電気機器工学
Research InstitutionANAN National College of Technology

Principal Investigator

TOUMIYA Tatsumi  Anan National College of Technology, Professor, 電気電子工学科, 教授 (80106129)

Project Period (FY) 2003 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2005: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2004: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2003: ¥1,900,000 (Direct Cost: ¥1,900,000)
Keywordswind power generating system / wavelet transform / safety utilization system / online / condition diagnosis / windmill rotating vibration signal / windmill rotating sound signal
Research Abstract

In this study, I am aimed for development of the online condition diagnosis device using wavelet transform, to use a small wind-generated electricity device safely at a place with a private house in the roof and neighborhood of a building. I show the items and the result that I examined below in this study.
1.Examination about the most suitable online condition diagnostic program.
There are chipped off blades and snow-coating blades as actual failures of the windmill. Both the failures belong to one category, i.e., imbalanced abnormal condition.
At first, I suggested several techniques to distinguish an imbalance or normal condition by the vibration signal. In these techniques, I developed a suitable method of feature extraction base on DWT, averaging absoluted coefficients, and normalization in order to diagnose a summary of the windmill. By applying developed method for several conditions of the windmill blade, I could obtain features which can be easily distinguished. Moreover, to give precision of a state diagnosis, I also examined the diagnostic method that we used both not only a vibration signal but also a acoustic signal due to rotating of windmill.
2.Examination of the summary diagnosis device using a measurement data transmission and reception system Because the vibration signal is monitored at a remote place from an establishment place of a windmill, it is necessary to transmit correspondence it. I developed a condition diagnosis device using notebook-sized PC which consisted of a measurement data transmission system with FM transmission and reception device. In addition, the simple diagnosis device which I used a one board microcomputer with liquid crystal LCD was able to be almost completed.
I contributed these results to Japanese association of wind power energy magazine and Anan National College of Technology study bulletin.

Report

(4 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (20 results)

All 2006 2005 2004 Other

All Journal Article (17 results) Publications (3 results)

  • [Journal Article] ウェーブレット変換を用いた小型風車の状態診断に関する研究2006

    • Author(s)
      常宿, 藤本, 福見
    • Journal Title

      阿南工業高等専門学校 研究紀要 42号

      Pages: 15-20

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Study of Condition Diagnosis of a Small-scaled Windmill Based on Wavelet Transform2006

    • Author(s)
      Tatsumi Toumiya, K.Fujimoto, J.Fukumi.
    • Journal Title

      Anna National College of Technology Research No.42

      Pages: 15-20

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] ウェーブレット変換を用いた小型風車の状態診断に関する研究2006

    • Author(s)
      当宮, 藤本, 福見
    • Journal Title

      阿南工業高等専門学校 研究紀要 42号

      Pages: 15-20

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ウェーブレット変換を用いた小型風車の簡易状態診断について2006

    • Author(s)
      当宮, 今井, 福見
    • Journal Title

      第11回 高専シンポジウム講演要旨集 E-5

      Pages: 193-193

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 小型風車振動信号のWavelet変換による状態診断への試み2005

    • Author(s)
      常宿, 藤本, 福見, 原
    • Journal Title

      日本風力エネルギー協会誌 29巻・3号

      Pages: 85-89

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 小型風車のWavelet変換による状態簡易診断法2005

    • Author(s)
      常宿, 田中, 藤本, 福見, 原
    • Journal Title

      日本風力エネルギー協会誌

      Pages: 112-115

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Feature Extraction for Summary Condition Diagnosis of Windmi112005

    • Author(s)
      T.Hara, K.Fujimoto, Tatsumi Toumiya, J.Fukumi.
    • Journal Title

      Proceeding of RISP International Workshop on Nonlinear Circuit and signal processing (NCSP'05)

      Pages: 247-250

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Trial to the Condition Diagnosis of a Small-scaled Windmill Based on Wavelet Transform2005

    • Author(s)
      Tatsumi Toumiya, K.Fujimoto, J.Fukumi, T.Hara
    • Journal Title

      Japan Wind Energy Association Vol.29, No.3

      Pages: 85-89

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Study of Summary Condition Diagnosis based on Wavelet Transform For a Small-scaled Windmill2005

    • Author(s)
      Tatsumi Toumiya, T.Tanaka, K.Fujimoto, J.Fukumi, T.Hara
    • Journal Title

      Japan Wind Energy Association Vol.29, No.4

      Pages: 112-115

    • NAID

      130003814069

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Feature Extraction for Summary Condition Diagnosis of Windmill2005

    • Author(s)
      T.Hara, K.Fujimoto, Tatsumi Toumiya, J.Fukumi.
    • Journal Title

      Proceeding of RISP International Workshop on Nonlinear Circuit and signal processing (NCSP'05), Hawaii, U.S.A

      Pages: 247-250

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 小型風車振動信号のWavelet変換による状態診断への試み2005

    • Author(s)
      当宮, 藤本, 福見, 原
    • Journal Title

      日本風力エネルギー協会誌 29巻・3号

      Pages: 85-89

    • NAID

      40007033681

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 小型風車のWavelet変換による状態簡易診断法2005

    • Author(s)
      当宮, 田中, 藤本, 福見, 原
    • Journal Title

      日本風力エネルギー協会誌 29巻・4号

      Pages: 112-115

    • NAID

      40007174733

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 小型風車のWavelet変換による状態簡易診断法2005

    • Author(s)
      当宮, 藤本, 福見, 原
    • Journal Title

      第27回記念風力エネルギー利用シンポジウム 論文集 A-14

      Pages: 157-160

    • NAID

      40007174733

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Feature Extraction for Summary Condition Diagnosis of Windmill2005

    • Author(s)
      T.Hara, K.Fujimoto, T.Tomiya, J.Fukumi
    • Journal Title

      2005 RISP International Workshop on Nonlinear Circuit and Signal Processing (NCSP' 05) 1

      Pages: 247-250

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A Study of Condition Diagnosis based on Wavelet Transform for a WindmiII2004

    • Author(s)
      T.Hara, K.Fujimoto, Tatsumi Toumiya, J.Fukumi.
    • Journal Title

      Proceedirig of RISP International Workshop on Nonlinear Circuit and signal processing (NCSP'04)

      Pages: 221-224

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Study of Condition Diagnosis based on Wavelet Transform for a Windmill2004

    • Author(s)
      T.Hara, K.Fujimoto, Tatsumi Toumiya, J.Fukumi.
    • Journal Title

      Proceeding of RISP International Workshop on Nonlinear Circuit and signal processing (NCSP'04), Hawaii, U.S.A

      Pages: 221-224

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] ウェーブレット変換による風車の状態簡易診断法2004

    • Author(s)
      原, 安藝, 當宮, 藤本, 福見
    • Journal Title

      平成16年度電気関係学会四国支部連合大会論文集 7-7

      Pages: 77-77

    • Related Report
      2004 Annual Research Report
  • [Publications] 當宮 辰美: "小型風車振動信号のWavelet変換による状態診断の試み"第25回風力エネルギー利用シンポジウム論文集. 1. 264-267 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 當宮 辰美: "小型風車の振動信号に対するWavelet変換を用いた状態診断"第9回高専シンポジウム論文集. 1. 141 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Takako Hara: "A Study of Condition Diagnosis based on Wavelet Transform for a Windmill"Proceedings of Nonlinear Circuit and Signal Processing. 1. 221-224 (2004)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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