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Social scientific multiagent systems approach for effective management of large-scaled manufacturing

Research Project

Project/Area Number 24560495
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field System engineering
Research InstitutionKobe University

Principal Investigator

KAIHARA Toshiya  神戸大学, その他の研究科, 教授 (70289114)

Co-Investigator(Kenkyū-buntansha) FUJII Nobutada  神戸大学, 大学院システム情報学研究科, 准教授 (80332758)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords生産システム / システム最適化 / マルチエージェントシステム / 社会的交渉メカニズム / CPS
Outline of Final Research Achievements

Virtual systems, designed in computers by abstracting real systems, are usually used for analyzing the performance and executing decision makings for objective systems. At manufacturing operational phase, there are lots of external fluctuations such as order change and delayed delivery of materials. On the other hand, the artificial intelligence for machine control systems and network communication techniques are continuously improving. This research proposed a social scientific multi-agent system, named Real-Virtual Fusion Manufacturing System (RVF-MS) by coupling the real and the virtual systems. In order to realize the proposed methodology a new production scheduling mechanism at planning phase for RVF-MS has been proposed, in which a social contract based approach, named Combinatorial Auction (CA), with local search is applied. Effectiveness of the RVF-MS has been verified by computational experiments for flexible flow shop problems in real scale model.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (41 results)

All 2015 2014 2013 2012 Other

All Journal Article (17 results) (of which Peer Reviewed: 17 results,  Open Access: 3 results) Presentation (19 results) (of which Invited: 1 results) Book (5 results)

  • [Journal Article] Optimisation of freight flows and sourcing in sustainable production and transportation networks2015

    • Author(s)
      Giacomo Liotta, Giuseppe Stecca, Toshiya Kaihara
    • Journal Title

      International Journal of Production Economics

      Volume: 164 Pages: 351-365

    • DOI

      10.1016/j.ijpe.2014.12.016

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Proposal of Adaptive Restaurant Service Model with Co-creative Design2014

    • Author(s)
      Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka, and Takeshi Shinmura
    • Journal Title

      Serviceology for Services

      Volume: 1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A complex negotiation model under the equal negotiation power for multi-echelon supply chain networks2014

    • Author(s)
      Fang Yu, Toshiya Kaihara, Nobutada Fujii Tomomi Nonaka
    • Journal Title

      Proceedings of 2014 International Symposium on Flexible Automation

      Volume: 1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reuse and Recycle EOQ Model for Reverse Logistics with a Marginal Reuse Rate2014

    • Author(s)
      Tomomi Nonaka, Toshiya Kaihara, Nobutada Fujii, Jiali Zhu
    • Journal Title

      Proceedings of the 15th International Conference on Precision Engineering

      Volume: 1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 応答曲面法による解空間の構造推定機能を有するPSOの提案2014

    • Author(s)
      貝原俊也,藤井信忠,野中朋美,伴井悠馬
    • Journal Title

      電気学会論文集C編

      Volume: 134 Pages: 1293-1298

    • NAID

      130004684937

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Layout Design by Integration of Multi-agent Based Simulation and Optimization2014

    • Author(s)
      Nobutada Fujii, Toshiya Kaihara, Tomomi Nonaka, Shun Nogam
    • Journal Title

      Advances in Production Management Systems

      Volume: 1 Pages: 375-382

    • NAID

      40020155844

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization and Simulation of Collaborative Networks for Sustainable Production and Transportation2014

    • Author(s)
      Giacomo Liotta , Toshiya Kaihara , Giuseppe Stecca
    • Journal Title

      IEEE Transactions on Industrial Informatics

      Volume: 99 Issue: 1 Pages: 1-1

    • DOI

      10.1109/tii.2014.2369351

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hierarchical-game Based Negotiation Protocol for Effective Supply Chain Network2013

    • Author(s)
      Fang Yu, Toshiya Kaihara,Nobutada Fujii
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 26 Issue: 4 Pages: 138-146

    • DOI

      10.5687/iscie.26.138

    • NAID

      10031192910

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 搬送を考慮した分散協調型生産スケジューリング手法に関する研究2013

    • Author(s)
      田ノ畑裕幸,貝原俊也,藤井信忠
    • Journal Title

      計測自動制御学会論文集

      Volume: 49巻 8号 Pages: 802-807

    • NAID

      10031193239

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Coalition formation based multi-item multi-attribute negotiation of supply chain network2013

    • Author(s)
      Fang Yu, Toshiya Kaihara and Nobutada Fujii
    • Journal Title

      Procedia CIRP

      Volume: 7 Pages: 85-90

    • DOI

      10.1016/j.procir.2013.05.015

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Model to Realise Sustainability in Networked Production and Transportation2013

    • Author(s)
      Giuseppe Stecca, Giacomo Liotta and Toshiya Kaihara
    • Journal Title

      Collaborative Systems for Reindustrialization

      Volume: 408 Pages: 559-568

    • DOI

      10.1007/978-3-642-40543-3_59

    • ISBN
      9783642405426, 9783642405433
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-agent based Multi-item Negotiation of Supply Chain Networks using Game Theory2013

    • Author(s)
      Fang Yu, Toshiya Kaihara, Nobutada Fujii
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 133 Issue: 9 Pages: 1663-1669

    • DOI

      10.1541/ieejeiss.133.1663

    • NAID

      10031193707

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Real-Virtual Fusion Production Scheduling Using Social Contract-based Approach -Effectiveness of Adjusting Virtual System Size-2012

    • Author(s)
      N. Fujii, Y. Qian, T. Kaihara
    • Journal Title

      Proc. of the 45th CIRP conference on manufacturing systems

      Volume: USB Pages: 596-601

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A proposal of economic negotiation mechanism with a complex network for supply chain management2012

    • Author(s)
      T. Kaihara and N. Fujii
    • Journal Title

      Proc. of the 8th CIRP Conference on Intelligent Computation in Manufacturing Engineering

      Volume: USB

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Proposal on Optimized Scheduling Methodology and its Application to an Actual Scale Semiconductor Manufacturing Problem2012

    • Author(s)
      T. Kaihara, S. Kurose, and N. Fujii
    • Journal Title

      CIRP Annals - Manufacturing Technology

      Volume: 61 Issue: 1 Pages: 467-470

    • DOI

      10.1016/j.cirp.2012.03.077

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 運用段階における社会的交渉ベースの実仮想融合型生産スケジューリング2012

    • Author(s)
      銭毅,藤井信忠,貝原俊也,藤井進,梅田豊裕
    • Journal Title

      日本機械学会論文集(C編)

      Volume: 78, 792 Pages: 3033-3042

    • NAID

      130002051545

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 社会的交渉手法を用いた実仮想融合型生産スケジューリング(第2法)-仮想システムの生成範囲が再スケジューリングにもたらす影響-2012

    • Author(s)
      銭毅,藤井信忠,貝原俊也,藤井進,梅田豊裕
    • Journal Title

      計測自動制御学会論文集

      Volume: 48, 11 Pages: 698-704

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 実仮想融合型生産システムにおける工程計画と日程計画の統合に関する研究(第3報) - 運用段階における検証 -2015

    • Author(s)
      藤井信忠, 貝原俊也, 阪口真規, 吉川勉
    • Organizer
      2015年度精密工学会春季大会学術講演会
    • Place of Presentation
      東洋大学
    • Year and Date
      2015-03-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] 実仮想融合型生産システムの概念を用いたレジリエント生産システム - 単一工程並列機械問題を対象とした計画段階の検討 -2015

    • Author(s)
      山本知幸, 藤井信忠, 貝原俊也
    • Organizer
      2015年度精密工学会春季大会学術講演会
    • Place of Presentation
      東洋大学
    • Year and Date
      2015-03-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] IoT環境下における「考える工場」の実現を目指して2015

    • Author(s)
      貝原俊也
    • Organizer
      日本機械学会生産システム部門研究発表講演会
    • Place of Presentation
      慶応大学
    • Year and Date
      2015-03-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] 実仮想融合型生産システムにおけるシミュレーションを用いた初期スケジュール立案手法の一提案2014

    • Author(s)
      山本知幸 藤井信忠 貝原俊也
    • Organizer
      計測自動制御学会 システム・情報部門学術講演会
    • Place of Presentation
      岡山大学
    • Year and Date
      2014-11-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大規模生産システムを対象とした スケジュールの構造解析手法2014

    • Author(s)
      貝原俊也,藤井信忠,酒井響平,梅田豊裕
    • Organizer
      第57回自動制御連合講演会
    • Place of Presentation
      ホテル天坊
    • Year and Date
      2014-11-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 実仮想融合型生産システムにおける工程計画と日程計画の統合に関する研究(第2報)-混合整数計画問題による定式化-2014

    • Author(s)
      藤井信忠,貝原俊也,阪口真規,吉川勉
    • Organizer
      2014年度精密工学会秋季大会学術講演会
    • Place of Presentation
      鳥取大学
    • Year and Date
      2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 外部資源を考慮した多期間ロジスティクス・ネットワーク・モデリングの一提案2014

    • Author(s)
      吉村徳泰,貝原俊也,藤井信忠
    • Organizer
      平成26年度電気学会電子・情報・システム部門大会
    • Place of Presentation
      島根大学
    • Year and Date
      2014-09-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] グローバルサプライチェーンにおける受発注計画に関する研究2014

    • Author(s)
      貝原俊也,藤井信忠,野中朋美,杉之内将大,吉田聡, 古賀康隆
    • Organizer
      第58回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ
    • Year and Date
      2014-05-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] 外部資源を考慮したロジスティクスネットワーク設計問題に関する研究2014

    • Author(s)
      吉村徳泰,貝原俊也, 藤井信忠, 野中朋美
    • Organizer
      第58回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ
    • Year and Date
      2014-05-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分散協調型スケジューリング手法における協調情報のフィードバックによるコスト最小化の一提案

    • Author(s)
      貝原俊也, 藤井信忠, 小林洋平,井筒理人,梅田豊裕
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸
    • Related Report
      2013 Research-status Report
  • [Presentation] モデルプラントを用いた実仮想融合型生産システム‐設備故障時における情報伝搬の実現-

    • Author(s)
      貝原俊也, 藤井信忠,吉川智哉, 浪岡一郎,北貴之
    • Organizer
      第57回システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸
    • Related Report
      2013 Research-status Report
  • [Presentation] ロジスティクスネットワーク設計に関する研究

    • Author(s)
      吉村徳泰,貝原俊也,藤井信忠,野中朋美
    • Organizer
      電気学会C部門大会
    • Place of Presentation
      北見
    • Related Report
      2013 Research-status Report
  • [Presentation] マルチエージェント型半導体生産システムにおけるロット割付手法の一提案

    • Author(s)
      北貴之,貝原俊也,藤井信忠,野中朋美,波岡一郎
    • Organizer
      第56回自動制御連合講演会講演論文集
    • Place of Presentation
      新潟
    • Related Report
      2013 Research-status Report
  • [Presentation] 実仮想融合型生産システムにおける工程計画と日程計画の統合化に関する研究 -ベンチマーク問題への適用-

    • Author(s)
      藤井信忠,貝原俊也,野中朋美,阪口真規
    • Organizer
      2014年精密工学会春季大会学術講演会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] モデルプラントを用いた実仮想融合型生産システム‐自律分散型物流制御機構の実現‐

    • Author(s)
      貝原俊也, 藤井信忠, 浪岡一郎,吉川智哉
    • Organizer
      第56回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Related Report
      2012 Research-status Report
  • [Presentation] ロット編成を有するフレキシブルフローショップを対象とした分散協調型スケジューリング手法によるコスト最小化

    • Author(s)
      貝原俊也, 藤井信忠, 小林洋平,藤井進, 井筒理人
    • Organizer
      計測自動制御学会システム・情報部門講演会
    • Place of Presentation
      京都
    • Related Report
      2012 Research-status Report
  • [Presentation] グローバルものづくりにおけるシステム最適化技術

    • Author(s)
      貝原俊也
    • Organizer
      日本機械学会計算力学部門第10回最適化シンポジウム
    • Place of Presentation
      神戸
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 状況変化に適応可能な組み立て工程の制御システム

    • Author(s)
      吉川勉,貝原俊也,藤井信忠
    • Organizer
      日本機械学会生産システム部門研究発表講演会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 製販一体型のグローバル生産システムにおける組合せオークションを用いた受発注計画の最適化手法に関する研究

    • Author(s)
      貝原俊也,藤井信忠,中井祐貴,古賀康隆,櫻井勇樹,村尾了
    • Organizer
      2013年精密工学会春季大会学術講演会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Book] Through-life Engineering Services: Motivation, Theory and Practice2014

    • Author(s)
      Toshiharu Miwa, Toshiya Kaihara and Youichi Nonaka
    • Total Pages
      452
    • Publisher
      Springer International Publishing AG
    • Related Report
      2014 Annual Research Report
  • [Book] 21世紀型産業環境における価値創造・組織連携システム2014

    • Author(s)
      高森寛,谷繁幸,秋吉政徳,貝原俊也,寺野隆雄,堀内正博,横山隆一,谷本昌彦,服部徹,小林康弘,村上好樹,薮谷隆
    • Total Pages
      51
    • Publisher
      電気学会
    • Related Report
      2013 Research-status Report
  • [Book] 産業応用のための最適化ベンチマーク問題集2013

    • Author(s)
      相吉英太郎,安部恵介,飯間等,石亀篤,貝原俊也,片田喜章,河野幸弘,北山哲士,小圷成一,小林容子,鈴木昌和,染谷博司,林孝則,星義克,増田和明,村上誠司,元木誠,森一之,安田恵一郎,横川勝也
    • Total Pages
      37
    • Publisher
      電気学会
    • Related Report
      2013 Research-status Report
  • [Book] 電気学会125年史2013

    • Author(s)
      和泉潔,濱上知樹,貝原俊也,鈴木昌和,安田恵一郎,小圷成一,染谷博司,福山良和,平松綾子,森津俊之,大場みち子,矢野敬士,辻洋,田中哲雄,小野俊之,谷口治人,藤村茂,佐藤之彦,小倉常雄,和田圭二
    • Total Pages
      769
    • Publisher
      電気学会
    • Related Report
      2013 Research-status Report
  • [Book] 実世界とエージェントシミュレーション2012

    • Author(s)
      共著
    • Total Pages
      61
    • Publisher
      (社)電気学会
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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