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Data analysis on trouble to prevent trouble in the market and its reflection for quality assurance at design stage

Research Project

Project/Area Number 26350414
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKeio University (2016)
University of Tsukuba (2014-2015)

Principal Investigator

Yamada Shu  慶應義塾大学, 理工学部(矢上), 教授 (60260965)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords品質不具合 / シミュレーション計画 / 研究開発プロセス / 品質マネジメントシステム / 環境マネジメントシステム / 過飽和実験計画 / デザインレビュー / Lasso / 情報システム / スクリーニング / 実験計画法 / テキストマイニング / 対応分析 / 医療データ / 品質管理 / 未然防止 / データ解析 / シミュレーション
Outline of Final Research Achievements

This research proposes an approach to prevent quality problem in the market by analyzing the field quality data and its reflection in design and prototyping stage including design of experiments in computer simulation at design stage. In order to prevent quality problem in the market, the application of design review is crucial. Therefore, this research obtains an approach to reflect the data analysis result to validate items to be reviewed at design review stage. In addition, the following (i)-(iii) are examined as an application of techniques of design of experiments to computer simulation; (i) validation of developing simulation model; (ii) screening some active factors from many factors; (iii) meta-modeling of complicating response function by some active factors.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report

Research Products

(9 results)

All 2017 2016 2015 2014

All Journal Article (8 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 8 results,  Acknowledgement Compliant: 6 results) Presentation (1 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] An analysis of automobile companies' intensity targets for CO2 reduction: Implications for managing performance2017

    • Author(s)
      Otani, S. and Yamada, S.
    • Journal Title

      Total Quality Management and Business Excellence

      Volume: 28

    • DOI

      10.1080/14783363.2017.1304818

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Measuring task quality through technical-service support software2016

    • Author(s)
      Takahashi, G. and Yamada, S.
    • Journal Title

      Proceedings of ANQ 2016 Congress

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An approach to facilitate safety signal detection efforts in pharmaceutical R&D2015

    • Author(s)
      Inoue, Hirotaka and Yamada, Shu,
    • Journal Title

      Proceedings of QMOD 2015 conference

      Volume: 1 Pages: 1-10

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 住民の出しやすさに着目したエアゾール缶等の分別排出方策に関する検討2014

    • Author(s)
      杉山涼子, 山田 秀
    • Journal Title

      都市清掃

      Volume: 67 Pages: 602-612

    • NAID

      40020261884

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 技術サービス支援ソフトウエア開発における機能選択のための情報整理と可視化2014

    • Author(s)
      高橋源, 山田 秀
    • Journal Title

      日本経営工学会論文誌

      Volume: 65 Pages: 312-319

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Application DOE to computer simulation at Development and Design stage for quality assurance2014

    • Author(s)
      YAMADA, S.
    • Journal Title

      Proceedings of International Conference on Quality 2014

      Volume: 1 Pages: 1-12

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Design criteria for exploring feasible region of factors in multi-dimensional space2014

    • Author(s)
      YAMADA, S.
    • Journal Title

      ANQ 2014 Congress

      Volume: 1 Pages: 1-10

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Quantitative evaluation of lathe skill learning between skill elements2014

    • Author(s)
      OKU, T., IRIKURA, N. and YAMADA, S.
    • Journal Title

      Proceedings of International Conference on Quality 2014, Tokyo

      Volume: 1 Pages: 1-10

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Measuring task quality through technical-service support software2016

    • Author(s)
      Takahashi, G. and Yamada, S.
    • Organizer
      ANQ 2016 Congress
    • Place of Presentation
      Vladivostok (Russia)
    • Year and Date
      2016-09-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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