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Sensitivity Analysis of Inspection for Reliability-Based Composite Material Design Based on Human Factor

Research Project

Project/Area Number 15560088
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Materials/Mechanics of materials
Research InstitutionKonan University

Principal Investigator

NAKAYASU Hidetoshi  Konan University, Department of Science and Engineering, Professor, 理工学部, 教授 (80142553)

Co-Investigator(Kenkyū-buntansha) NAKAGAWA Masao  Konan University, Department of Economics, Research Associate, 経済学部, 助手 (40283551)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥2,700,000 (Direct Cost: ¥2,700,000)
Fiscal Year 2006: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2005: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2004: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2003: ¥1,200,000 (Direct Cost: ¥1,200,000)
KeywordsReliability Design / Defect Inspection / Composite Materials / Sensory Test / Human Error / Detection Probability / 画像属性 / 画像診断 / マルチモダリティ / 感能検査 / 相関 / 恒常刺激法 / 人工知能 / 視覚情報処理 / 外観検査
Research Abstract

Recently, an evaluation method of detection probability has been proposed by the authors for the measurement and evaluation of the industrial products based on the human detectable ability. In the psychometric mesurement, distributed parameta of pychometric curve had been presumed using Probit method concerning the three kinds of atribute of size, flatness degree and grayscale. Moreover, in this thesis, we propose an efficient method for the experiment and evaluation by Staircase method for the practical uses, and the detection probability of Staircase method is compared with that of Probit method, taking an example of experiments in which the methods are applied to measure the perception stimulation of panels, or subjects, concerning the three atributes that are extracted from the defect images in the inspection of FRP (fiber reinforced plastics) poroduct. In conclusion, the proposed method will be overviewed its efficiency and proved for the practical estimation uses of the parameter … More of pychometric function. From these works, the following three points are conclusions.
1.Staircase method, the proposed evaluation method, showed that the experiment efficiency could be improved in the comparison with Probit method. In the actual experiment, the proposed method could reduce the number of trials to 43% or less compared with Probit method. As a result, it has indicated that it is effective to reduce the burden of panel in defect detection work.
2.As for the PSE (subjective, equivalent value) mean value by Staircase method, a close value to the result of parameter estimation by Probit method was obtained. As a result, the practical possibility as a threshold of automatic check has been proved to be as good as Probit method.
3.When the proposal technique was applied to perception stimulation with the three attributes extracted from defect image of FRP product, the coefficient of variations of subjective, equivalent value (PSE) proved larger than the result by Probit method in any attributes. Therefore, this result has indicated that proper attention is to be paid when the presumption is made at the confidence interval using decentralization and standard deviation. Less

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (46 results)

All 2007 2006 2005 2004 2003 Other

All Journal Article (39 results) Patent(Industrial Property Rights) (2 results) Publications (5 results)

  • [Journal Article] Evaluation Method of Detection Inspection by Staircase Method Based on Psychometric Measurement2007

    • Author(s)
      H.Hakayashi, M.Nakagawa, H.Nakayasu
    • Journal Title

      Journal of the Society of Materials Science Japan Vol.56,No.1

      Pages: 50-55

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 視覚認知作業時の有効視野評価法に関する研究2006

    • Author(s)
      山中仁寛, 中易秀敏, 三好哲也, 前田多章
    • Journal Title

      日本機械学会論文集C編 72巻719号

      Pages: 2248-2256

    • NAID

      10018204161

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Visual Evoked Potentials for Image Quality Assessment with Scale Space Approach2006

    • Author(s)
      Hidehiko Hayashi, Hidetoshi Nakayasu
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on System, Man and Cybernetics Vol.6

      Pages: 2879-2884

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 知覚心理計測に基づくステアケース法による欠陥検出確率評価法2006

    • Author(s)
      林秀彦, 中川雅央, 中易秀敏
    • Journal Title

      材料 56巻1号

      Pages: 50-55

    • NAID

      130002085970

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] A Study of Evaluating Useful Field of View at Visual Recognition Task2006

    • Author(s)
      K.Yamanaka, H.Nakayasu, T.Miyosh, K.Maeda
    • Journal Title

      Transactions of Japanese Society of Mechanical Engineers Vol.C-72, No.719

      Pages: 2248-2256

    • NAID

      10018204161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Visual Evoked Potentials for Image Quality Assessment with Scale Space Approach2006

    • Author(s)
      Hidehiko Hayashi, Hidetoshi Nakayasu
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on System, Man and Cybernetics, Vol.6

      Pages: 2879-2884

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Evaluation of response properties on automobile driver based on design of experiment2005

    • Author(s)
      K.Yamanaka, K.Maeda, T.Miyoshi, H.Hayashi, H.Nakayasu
    • Journal Title

      Advances in Transportation Studies : an international Journal Vo1.6, Section B

      Pages: 37-56

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Human Response Under Multiple Modal Situation in Knowledge Management2005

    • Author(s)
      M.Nakagawa, H.Nakayasu, T.Miyoshi, K.Yamanaka
    • Journal Title

      Proc. 11th International Conference on Human-Computer Interaction (in CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Robust Design of Lamination on Flexural Properties of CFRP2005

    • Author(s)
      M.Kanemitsu, H.Nakayasu
    • Journal Title

      Key Engineering Materials Vols.297-300

      Pages: 2733-2739

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Psychometric Evaluation with Correlation for Multiple Perceptions2005

    • Author(s)
      H.Hakayashi, M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc. 1st World Congress of the International Federation for System Research (in CD-ROM)

    • NAID

      120006672202

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation of Detection Probability for Flaw by Multiple Modalities2005

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Journal of the Society of Materials Science Japan Vol.54,No.1

      Pages: 2-7

    • NAID

      110006266373

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation of response properties on automobile driver based on design of experiment2005

    • Author(s)
      K.Yamanaka, K.Maeda, T.Miyoshi, H.Hayashi, H.Nakayasu
    • Journal Title

      Advances in Transportation Studies : an international Journal Vol.6, Section B

      Pages: 37-56

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Human Response Under Multiple Modal Situation in Knowledge Management2005

    • Author(s)
      M.Nakagawa, H.Nakayasu, T.Miyoshi, K.Yamanaka
    • Journal Title

      Proc.11th International Conference on Human-Computer Interaction (in CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Psychometric Evaluation with Correlation for Multiple Perceptions2005

    • Author(s)
      H.Hakayashi, M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.1st World Congress of the International Federation for System Research (in CD-ROM)

    • NAID

      120006672202

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Establishment of JSMS standard regression method of S-N curves for metallic materials2005

    • Author(s)
      T.Sakai, A.Sugeta, H.Nakayasu, I.Nishikawa
    • Journal Title

      Proc., ICOSSAR2005(G.Augusti, G.I.Scheller, M.Ciampoli(eds.))(Millpress, Roterdom)ISBN 90 5966 040 4

      Pages: 3789-3796

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Human Response Under Multiple Modal Situation in Knowledge Management2005

    • Author(s)
      M.Nakagawa, H.Nakayasu, T.Miyoshi, K.Yamanaka
    • Journal Title

      Proc.11th International Conference on Human-Computer Interaction (CD-ROM)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Robust design of Lamination on Flexural Properties of CFRP2005

    • Author(s)
      M.Kanemitsu, H.Nakayasu
    • Journal Title

      Key Engineering Materials Vols.297-300

      Pages: 2733-2739

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Psychometric Evaluation with Correlation for Multiple Perceptions2005

    • Author(s)
      H.Hakayashi, M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.1st World Congress of the International Federation for System Research (CD-ROM)

    • NAID

      120006672202

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 応答局面法に基づくドロービードを用いた板厚滅少としわに対する板材成形の最適化2005

    • Author(s)
      大畑富相, 中村康範, 中易秀敏, 片山傳生, 中町英治, 中川雅央
    • Journal Title

      日本機械学会論文集A編 Vol.71, No.711

      Pages: 1567-1573

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Evaluation for visual sensory function under multiple attributes2004

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc. 2nd Int. Symposium on Measurement, Analysis and Modeling of Human Functions, June 14-16, Genova, Italy

      Pages: 413-418

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 視覚作業時の認知応答特性解明のための心理物理量と生理信号解析2004

    • Author(s)
      山中仁寛, 中易秀敏, 前田多章
    • Journal Title

      日本機械学会論文集C編 70巻,696号

      Pages: 2443-2451

    • NAID

      110006264035

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Recognition-Probability-Based Useful Field of View by Probit Method2004

    • Author(s)
      K.Yamanaka, H.Nakayasu, F.Miyoshi
    • Journal Title

      Proc. 2004 International Wokshop on Robot and Human Interactive Communication, Kurashiki, Sept. 20-22

      Pages: 607-612

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] マルチモダリティによる欠陥検出確率の評価法2004

    • Author(s)
      中川雅央, 中易秀敏
    • Journal Title

      材料 54巻,1号

      Pages: 2-7

    • NAID

      110006266373

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Evaluation for visual sensory function under multiple attributes2004

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Evaluation for visual sensory function under multiple attributes

      Pages: 413-418

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Analysis of Psychophysical Quantities and Physiological Signals to Evaluate Response Properties with Visual Tasks2004

    • Author(s)
      K.Yamanaka, H.Nakayasu, K.Maeda
    • Journal Title

      Transactions of Japanese Society of Mechanical Engineers Vol.C-70, No.696

      Pages: 2443-2451

    • NAID

      110006264035

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Evaluation for visual sensory function under multiple attributes2004

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.2nd Int.Symposium on Measurement, Analysis and Modeling of Human Functions, June 14-16, Genova, Italy

      Pages: 413-418

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Recognition-Probability-Based Useful Field of View by Probit Method2004

    • Author(s)
      K.Yamanaka, H.Nakayasu, T.Miyoshi
    • Journal Title

      Proc.2004 International Wokshop on Robot and Human Interactive Communication, Kurashiki, Sept.20-22

      Pages: 607-612

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Optimum design of draw Bead for Sheet Forming Process2004

    • Author(s)
      T.Ohata, Y.Nakamura, T.Katayama, E.Nakamachi, T.Ueda, M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.Third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, 30 Oct.- 2Nov., Kanazawa

      Pages: 811-816

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Human Oriented Intelligence Image Processing System for Integrated Visual Inspection2003

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc. 10^<th> Int. Conf. Human-Computer Interaction Symposium on Human Interface, 22-27 June 2003, Creta, Greece

      Pages: 814-818

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Useful Field of View on the Situation of Driving Work2003

    • Author(s)
      K.Yamanaka, H.Nakayasu, K.Maeda
    • Journal Title

      Proc. 10^<th> Int. Conf. Human-Computer Interaction Symposium on Human Interface, 22-27 June 2003, Creta, Greece

      Pages: 904-908

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Measurement and Evaluation of Human Performance and Its Application to Intelligence Image Recognition for Visual Inspection2003

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc. 15th Triennial Congress of the International Ergonomics Association, IEA2003, August 24-29, 2003 Seoul, Korea. (in CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mechanism of Human Information Processing on Constituting Useful Field of View in Driving a Load Vehicle2003

    • Author(s)
      K.Yamanaka, H.Nakayasu
    • Journal Title

      Proc. 15th Triennial Congress of the International Ergonomics Association, IEA2003, August 24-29, 2003 Seoul, Korea. (in CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Model of Information Processing for Visual Task at Driving a Load2003

    • Author(s)
      K.Yamanaka, H.Nakayasu
    • Journal Title

      Proc. 3rd IASTED International Conference on Artificial Intelligence and Applications, AIA2003, September 8-10, 2003 Benalmadena, Spain

      Pages: 545-550

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Human Oriented Intelligence Image Processing System for Integrated Visual Inspection2003

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.10^<th> Int.Conf.Human-Computer Interaction Symposium on Human Interface (Creta, Greece) 22-27

      Pages: 814-818

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Useful Field of View on the Situation of Driving Work2003

    • Author(s)
      K.Yamanaka, H.Nakayasu, K.Maeda
    • Journal Title

      Estimation of Useful Field of View on the Situation of Driving Work

      Pages: 904-908

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Measurement and Evaluation of Human Performance and Its Application to Intelligence Image Recognition for Visual Inspection2003

    • Author(s)
      M.Nakagawa, H.Nakayasu
    • Journal Title

      Proc.15th Triennial Congress of the International Ergonomics Association (Seoul, Korea.) IEA2003(in CD-ROM)

      Pages: 24-29

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Mechanism of Human Information Processing on Constituting Useful Field of View in Driving a Load Vehicle2003

    • Author(s)
      K.Yamanaka, H.Nakayasu
    • Journal Title

      Proc.15^<th> Triennial Congress of the International Ergonomics Association (Seoul, Korea.) IEA2003(in CD-ROM)

      Pages: 24-29

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Model of Information Processing for Visual Task at Driving a Load2003

    • Author(s)
      K.Yamanaka, H.Nakayasu
    • Journal Title

      Proc.3rd IASTED International Conference on Artificial Intelligence and Applications (Benalmadena, Spain) AIA2003 September 8-10

      Pages: 545-550

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Recognition-Probability-Based Useful Field of View by Probit Method

    • Author(s)
      K.Yamanaka, H.Nakayasu, T.Miyoshi
    • Journal Title

      Proc.2004 International Wokshop on Robot and Human Interactive Communication (Kurashiki) 20-22

      Pages: 607-612

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Patent(Industrial Property Rights)] 特許2006

    • Inventor(s)
      林秀彦, 中易秀敏, 中川雅央
    • Industrial Property Rights Holder
      林秀彦, 中易秀敏, 中川雅央
    • Industrial Property Number
      2006-169390
    • Filing Date
      2006-06-19
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Patent(Industrial Property Rights)] 特許2006

    • Inventor(s)
      林英彦, 中易英俊, 中川雅央
    • Industrial Property Rights Holder
      林英彦, 中易英俊, 中川雅央
    • Industrial Property Number
      2006-169390
    • Filing Date
      2006-06-19
    • Related Report
      2006 Annual Research Report
  • [Publications] M.Nakagawa, H.Nakayasu: "Human Oriented Intelligence Image Processing System for Integrated Visual Inspection"Proc.10^<th> Int.Conf.Human-Computer Interaction Symposium on Human Interface, 22-27 June 2003,Creta, Greece. 814-818 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Yamanaka, H.Nakayasu, K.Maeda: "Estimation of Useful Field of View on the Situation of Driving Work"Proc.10^<th> Int.Conf.Human-Computer Interaction Symposium on Human Interface, 22-27 June 2003,Creta, Greece. 904-908 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Nakagawa, H.Nakayasu: "Measurement and Evaluation of Human Performance and Its Application to Intelligence Image Recognition for Visual Inspection"Proc.15th Triennial Congress of the International Ergonomics Association, IEA2003,August 24-29,2003 Seoul, Korea.. (in CD-ROM). (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Yamanaka, H.Nakayasu: "Mechanism of Human Information Processing on Constituting Useful Field of View in Driving a Load Vehicle"Proc.15th Triennial Congress of the International Ergonomics Association, IEA2003,August 24-29,2003 Seoul, Korea.. (in CD-ROM). (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Yamanaka, H.Nakayasu: "A Model of Information Processing for Visual Task at Driving a Load"Proc.3rd IASTED International Conference on Artificial Intelligence and Applications, AIA2003,September 8-10,2003 Benalmadena, Spain. 545-550 (2003)

    • Related Report
      2003 Annual Research Report

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

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