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Development of Multi-objective Method for Simultaneous Evaluation of Product Design and Process Design with Considering Operational Difficulty

Research Project

Project/Area Number 20510150
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKansai University

Principal Investigator

ARAKAWA Masahiro (MASAHIRO Arakawa)  関西大学, 環境都市工学部, 教授 (70288794)

Project Period (FY) 2008 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords作業困難さ / 製品設計 / BOM / 組立作業 / 部品配置 / ニューラルネットワーク / 多変量解析 / 最適設計 / モジュール化設計 / 作業順序 / 分解作業 / 動作分析
Research Abstract

As for multi-operations assigned to a single worker in assembly process, factors of operational difficulty was investigated and relationship between parts location and the difficulty was made clear. The factors of operational difficulty are quantitatively defined and operation time required to assemble parts was measured using actual personal computer. Significant factors depending on parts location affecting operational difficulty are identified by multivariate statistics between operation time measured and values of the factors. Although resultant values of the multivariate statistics depend on different subjects, characteristics of the factors affecting on operations are investigated from results obtained by plural subjects and the significant factors mainly affecting on operations are identified. These results are used to devise concept of design of parts location to reduce operational difficulty and the concrete procedure for the design of parts location is proposed based on the concept.
In addition, since this study is finally aiming at automatic design of parts location, this study is developed as multi-objective problem including objective functions of operation time and a size of product. To resolve this multi-objective problem, genetic algorithm involving local search procedures for different objective functions is developed. The developed algorithm is applied to vehicle routing problem for evaluation of effectiveness of the algorithm.
As for additional problem of this study, a procedure of modular design for simultaneous evaluation of requirement functions of product and environmental characteristics of parts is proposed. The proposed modular design is applied to mouse device as case study and the case study shows that the resultant design is feasible and practical.

Report

(6 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (39 results)

All 2012 2011 2010 2009 2008 Other

All Journal Article (22 results) (of which Peer Reviewed: 10 results) Presentation (15 results) Remarks (2 results)

  • [Journal Article] 作業者の能力差と複数工程割り付けを考慮する多目的スケジューリング法の開発2012

    • Author(s)
      荒川雅裕
    • Journal Title

      日本機械学会,生産システム部門研究発表講演会

      Volume: No.12-7 Pages: 23-24

    • Related Report
      2011 Final Research Report
  • [Journal Article] 作業者の能力差と複数工程割り付けを考慮する多目的スケジューリング法の開発2012

    • Author(s)
      荒川雅裕
    • Journal Title

      日本機械学会No.12-7生産システム部門研究発表講演会2012講演論文集

      Pages: 23-24

    • Related Report
      2011 Annual Research Report
  • [Journal Article] DSMとSOMを利用した機能・環境情報を同時評価したモジュール化設計手法の検討2011

    • Author(s)
      小川寛永, 荒川雅裕
    • Journal Title

      平成23年度秋季大会予稿集,日本経営工学会

      Pages: 44-45

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] Development of Genetic Algorithm of Multi-Objective Logistics Problem Combined with Inventory Control in Multi-Periods2011

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of 12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS2011)

      Pages: 543-548

    • Related Report
      2011 Final Research Report
  • [Journal Article] 組立作業における作業困難を回避するための部品配置設計と作業時間推定2011

    • Author(s)
      荒川雅裕
    • Journal Title

      日本機械学会(C編)

      Volume: Vol.77, No.784 Pages: 4352-4366

    • NAID

      130002051241

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多期間巡回配送計画に対する多目的遺伝的アルゴリズムの開発2011

    • Author(s)
      荒川雅裕
    • Journal Title

      スケジューリング・シンポジウム2011講演論文集,スケジューリング学会

      Pages: 109-114

    • Related Report
      2011 Final Research Report
  • [Journal Article] 組立作業における作業困難を考慮する部品配置設計法2011

    • Author(s)
      荒川雅裕
    • Journal Title

      日本機械学会2011年度年次大会No.11-1,日本機械学会

    • Related Report
      2011 Final Research Report
  • [Journal Article] Development of Genetic Algorithm of Multi-Objective Logistics Problem Combined with Inventory Control in Multi-Periods2011

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of 12th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS2011)

      Pages: 543-548

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 部品配置が組立作業に与える影響の評価2010

    • Author(s)
      荒川雅裕, 横内俊裕, 奥羽倫典, 姫崎雄亮, 沼野亮太
    • Journal Title

      平成22年度日本経営工学会秋季大会予稿集

      Pages: 130-131

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Journal Article] 総距離と平均稼働時間の二目的配送計画問題に対するハイブリッド探索法の提案2010

    • Author(s)
      坊敏隆, 荒川雅裕
    • Journal Title

      日本経営工学会論文誌

      Volume: Vol.61, No.4 Pages: 223-233

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 総距離と平均稼働時間の二目的配送計画問題に対するハイブリッド探索法の提案2010

    • Author(s)
      坊敏隆, 荒川雅裕
    • Journal Title

      日本経営工学会論文誌 Vol.61, No.4

      Pages: 223-233

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 製品設計,工程設計,生産計画の情報共有による同時最適化の検討2009

    • Author(s)
      荒川雅裕
    • Journal Title

      スケジューリング・シンポジウム2009講演論文集

      Pages: 101-106

    • Related Report
      2011 Final Research Report
  • [Journal Article] 作業困難さを考慮した組立作業の評価法の提案2009

    • Author(s)
      荒川雅裕
    • Journal Title

      第53回システム制御情報学会研究発表講演会講演論文集

      Pages: 171-172

    • NAID

      130006983718

    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Journal Article] Development of Information System for Product Design with Evaluating Assembly Process and Characteristics of Product Functions2009

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of Asia Pacific Industrial Engineering and Management Systems Conference 2009(APIEMS2009)

      Pages: 1694-1703

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Operation Design for Disassembly considering a Product Structure2009

    • Author(s)
      Masahiro Arakawa, Tetsuo Yamada
    • Journal Title

      International Conference on Intelligent Manufacturing & Logistics Systems IML2009 & Symposium on Group Technology and Cellular Manufacturing GT/CM2009

      Pages: 190-197

    • Related Report
      2011 Final Research Report 2010 Self-evaluation Report 2008 Annual Research Report
  • [Journal Article] Development of a Hybrid Genetic Algorithm for Multi-Objective Problem for a Vehicle Routing Problem2009

    • Author(s)
      Masahiro Arakawa, Toshitaka Bou
    • Journal Title

      Proceedings of the Third International Conference on Management Science and Engineering Management

      Pages: 190-197

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of Information System for Product Design with Evaluating Assembly Process and Characteristics of Product Functions2009

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of Asia Pacific Industrial Engineering and Management Systems Conference 2009 (APIEMS2009)

      Pages: 1694-1703

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Development of Information System for Product Design with Evaluating Assembly Process and Characteristics of Product Functions2009

    • Author(s)
      荒川雅裕
    • Journal Title

      Proceedings of Asia Pacific Industrial Engineering and Management Systems Conference 2009(APIEMS2009)

      Pages: 1694-1703

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 製品設計, 工程設計, 生産計画の情報共有による同時最適化の検討2009

    • Author(s)
      荒川雅裕
    • Journal Title

      スケジューリング・シンポジウム2009講演論文集

      Pages: 101-106

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Design of Parts Location to Improve Assembly Process2008

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of the 9th Asia Pacific Industrial Engineering and Management Systems Conference 2008

      Pages: 2299-2310

    • Related Report
      2011 Final Research Report 2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 製品の多品種化に対する製品の改良設計のためのデータ構造表の開発2008

    • Author(s)
      荒川雅裕
    • Journal Title

      国際プロジェクト・プログラムマネジメント学会誌 Vol.3, No.1

      Pages: 41-50

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Design of Parts Location to Improve Assembly Process2008

    • Author(s)
      Masahiro Arakawa
    • Journal Title

      Proceedings of the 9th Asia Pacific Industrial Engineering and Management Systems Conference 2008 2008

      Pages: 2299-2310

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Presentation] 作業者の能力差と複数工程割り付けを考慮する多目的スケジューリング法の開発2012

    • Author(s)
      荒川雅裕
    • Organizer
      日本機械学会生産システム部門研究発表講演会2012
    • Place of Presentation
      東京,武蔵大学
    • Year and Date
      2012-03-13
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] DSMとSOMを利用した機能・環境情報を同時評価したモジュール化設計手法の検討2011

    • Author(s)
      小川寛永, 荒川雅裕
    • Organizer
      平成23年度秋季大会,日本経営工学会
    • Place of Presentation
      岩手,岩手県立大学
    • Year and Date
      2011-12-12
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Development of Genetic Algorithm of Multi-Objective Logistics Problem Combined with Inventory Control in Multi-Periods2011

    • Author(s)
      Masahiro Arakawa
    • Organizer
      12th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-10-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Development of Genetic Algorithm of Multi-Objective Logistics Problem Combined with Inventory Control in Multi-Periods2011

    • Author(s)
      Masahiro Arakawa
    • Organizer
      12th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS2011)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2011-10-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] 多期間巡回配送計画に対する多目的遺伝的アルゴリズムの開発2011

    • Author(s)
      荒川雅裕
    • Organizer
      スケジューリング・シンポジウム2011講演論文集,スケジューリング学会
    • Related Report
      2011 Final Research Report
  • [Presentation] 組立作業における作業困難を考慮する部品配置設計法2011

    • Author(s)
      荒川雅裕
    • Organizer
      日本機械学会2011年度年次大会
    • Related Report
      2011 Final Research Report
  • [Presentation] `部品配置が組立作業に与える影響の評価2010

    • Author(s)
      荒川雅裕, 横内俊裕, 奥羽倫典, 姫崎雄亮, 沼野亮太
    • Organizer
      平成22年度日本経営工学会秋季大会
    • Place of Presentation
      福岡工業大学(福岡県)
    • Year and Date
      2010-10-24
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] 部品配置が組立作業に与える影響の評価2010

    • Author(s)
      荒川雅裕, 横内俊裕, 奥羽倫典, 姫崎雄亮, 沼野亮太
    • Organizer
      平成22年度日本経営工学会秋季大会
    • Place of Presentation
      福岡工業大学
    • Year and Date
      2010-10-23
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Development of Information System for Product Design with Evaluating Assembly Process and Characteristics of Product Functions2009

    • Author(s)
      Masahiro Arakawa
    • Organizer
      Asia Pacific Industrial Engineering and Management Systems Conference 2009(APIEMS2009)
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      2009-12-15
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] 製品設計,工程設計,生産計画の情報共有による同時最適化の検討2009

    • Author(s)
      荒川雅裕
    • Organizer
      スケジューリング・シンポジウム2009
    • Place of Presentation
      岡山大学(岡山県)
    • Year and Date
      2009-09-17
    • Related Report
      2011 Final Research Report 2010 Self-evaluation Report
  • [Presentation] 製品設計, 工程設計, 生産計画の情報共有による同時最適化の検討2009

    • Author(s)
      荒川雅裕
    • Organizer
      スケジューリング・シンポジウム2009
    • Place of Presentation
      岡山大学(岡山県)
    • Year and Date
      2009-09-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] 作業困難さを考慮した組立作業の評価法の提案2009

    • Author(s)
      荒川雅裕
    • Organizer
      第53回システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸市産業振興センター(兵庫県)
    • Year and Date
      2009-05-20
    • Related Report
      2011 Final Research Report 2010 Self-evaluation Report 2009 Annual Research Report
  • [Presentation] Operation Design for Disassembly considering a Product Structure2009

    • Author(s)
      Masahiro Arakawa
    • Organizer
      International Conference on Intelligent Manufacturing & Logistics Systems IML2009 & Symposium on Group Technology and Cellular Manufacturing GT/CM2009
    • Place of Presentation
      Kitakyushu, Japan
    • Related Report
      2011 Final Research Report 2010 Self-evaluation Report 2008 Annual Research Report
  • [Presentation] Development of a Hybrid Genetic Algorithm for Multi-Objective Problem for a Vehicle Routing Problem2009

    • Author(s)
      Masahiro Arakawa, Toshitaka Bou
    • Organizer
      TAU59he Third International Conference on Management Science and Engineering Management
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2011 Final Research Report
  • [Presentation] Design of Parts Location to Improve Assembly Process2008

    • Author(s)
      Masahiro Arakawa
    • Organizer
      The 9th Asia Pacific Industrial Engineering and Management Systems Conference 2008
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2011 Final Research Report 2010 Self-evaluation Report 2008 Annual Research Report
  • [Remarks] (1) 2009年11月2日Award of ISMSEM Advancement Prize for MSEM : the Third International Conference on Management Science and Engineering Management, International Society of management science and engineering management(Masahiro Arakawa, Toshitaka Bou : Develo

    • Related Report
      2011 Final Research Report
  • [Remarks] (1) 2012年3月13日日本機械学会生産システム部門優秀講演論文表彰(荒川雅裕:組立作業における作業困難を考慮する部品配置設計法,日本機械学会2011年度年次大会No.11-1,日本機械学会,無, S142033(2011)に対して)

    • Related Report
      2011 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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