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Development of Fundamental Models for Enterprise Collaborations in Smart Supply Chains

Research Project

Project/Area Number 18H03826
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
Research InstitutionOkayama University (2019-2022)
Osaka University (2018)

Principal Investigator

Nishi Tatsushi  岡山大学, 自然科学学域, 教授 (10335581)

Co-Investigator(Kenkyū-buntansha) 松田 三知子  神奈川工科大学, 情報学部, 名誉教授 (60239043)
谷水 義隆  早稲田大学, 理工学術院, 教授 (60275279)
貝原 俊也  神戸大学, システム情報学研究科, 教授 (70289114)
Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥23,660,000 (Direct Cost: ¥18,200,000、Indirect Cost: ¥5,460,000)
Fiscal Year 2021: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2020: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2019: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2018: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Keywordsスマートサプライチェーン / 動的モデル構成基盤 / 企業間連携 / ゲーム理論 / リアルタイム最適化
Outline of Final Research Achievements

A dynamic model configuration platform is developed with catalogue registration system. In this platform, a virtual supply chain is configured as a multi-agent system that is automatically generated from each e-company model. Virtual production that can dynamically respond to various manufacturing scenarios is executed. As a result, a dynamic model that supports the verification of manufacturing scenarios, product configuration, production system configuration, preliminary examination of details of collaboration capability for multiple companies, and execution as planned from the perspectives of customer satisfaction, productivity, environmental impact, risk response, and safety. Constructed from the configuration environment, the simultaneous optimization problem of product composition and supply chain composition by a game theory model that reflects the customer's decision-making model for product configuration. The algorithms to obtain an equilibrium solution are systematized.

Academic Significance and Societal Importance of the Research Achievements

動的モデル構成基盤のプロトタイプシステム開発により,サプライチェーンを対象としてe-企業カタログから構成される仮想サプライチェーンプラットフォームの構築が容易となり,我が国の製造業においては, 少ないICT投資で, サプライチェーン構成や製造ラインの選択や製造装置, 製造方法, 新規工場の導入などの生産性や環境影響の事前検証をデジタル化でき, 実工場の立上げや立下げが効率よく行えるようになる. また, 製造メーカーにとって, その性能やエネルギー消費などを設備の設計段階でユーザーに示す方法が得られるため, よりスムーズにユーザーが望むサプライチェーン構築のための意思決定支援の提供が可能となる.

Report

(5 results)
  • 2022 Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (41 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (5 results) Journal Article (19 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 15 results,  Open Access: 9 results) Presentation (15 results) (of which Int'l Joint Research: 6 results) Remarks (2 results)

  • [Int'l Joint Research] ビーレフェルト大学(ドイツ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 北京化工大学(中国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] ビーレフェルト大学(ドイツ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] カーネギーメロン大学(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] ビーレフェルト大学(ドイツ)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Strategy dynamics particle swarm optimizer2022

    • Author(s)
      Liu Ziang、Nishi Tatsushi
    • Journal Title

      Information Sciences

      Volume: 582 Pages: 665-703

    • DOI

      10.1016/j.ins.2021.10.028

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrated production planning and warehouse storage assignment problem: An IoT assisted case2021

    • Author(s)
      Zhang Guoqing, Shang Xiaoting, Alawneh Fawzat, Yang Yiqin, Nishi Tatsushi
    • Journal Title

      International Journal of Production Economics

      Volume: 234 Pages: 108058-108058

    • DOI

      10.1016/j.ijpe.2021.108058

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Multi-Period Maximal Covering Location Problem with Capacitated Facilities and Modules for Natural Disaster Relief Services2021

    • Author(s)
      Alizadeh Roghayyeh, Nishi Tatsushi, Bagherinejad Jafar, Bashiri Mahdi
    • Journal Title

      Applied Sciences

      Volume: 11 Issue: 1 Pages: 397-397

    • DOI

      10.3390/app11010397

    • NAID

      120007004796

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Use of virtual supply chain constructed by cyber-physical systems concept2021

    • Author(s)
      Matsuda Michiko, Nishi Tatsushi, Kamiebisu Ryuichi, Hasegawa Mao、Alizadeh Roghayyeh、Liu Ziang
    • Journal Title

      Procedia CIRP

      Volume: 104 Pages: 351-356

    • DOI

      10.1016/j.procir.2021.11.059

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Coalition Analysis on Two Manufactures and Two Retailers Supply Chain via Cooperative Game Theory2021

    • Author(s)
      Saso Taiki、Nishi Tatsushi
    • Journal Title

      Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems

      Volume: 632 Pages: 619-628

    • DOI

      10.1007/978-3-030-85906-0_67

    • ISBN
      9783030859053, 9783030859060
    • Related Report
      2021 Annual Research Report
  • [Journal Article] Design of optimal quantity discounts for multi-period bilevel production planning under uncertain demands2020

    • Author(s)
      Yoshida Okihiro、Nishi Tatsushi、Zhang Guoqing、Wu Jun
    • Journal Title

      Advances in Mechanical Engineering

      Volume: 12 Issue: 2 Pages: 168781402090232-168781402090232

    • DOI

      10.1177/1687814020902321

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Construction of a virtual supply chain using enterprise e-catalogues2020

    • Author(s)
      Matsuda Michiko、Nishi Tatsushi、Hasegawa Mao、Terunuma Takuto
    • Journal Title

      Procedia CIRP

      Volume: 93 Pages: 688-693

    • DOI

      10.1016/j.procir.2020.04.093

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hybrid Set Covering and Dynamic Modular Covering Location Problem: Application to an Emergency Humanitarian Logistics Problem2020

    • Author(s)
      Alizadeh Roghayyeh、Nishi Tatsushi
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 20 Pages: 7110-7110

    • DOI

      10.3390/app10207110

    • NAID

      120006937513

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multipopulation Ensemble Particle Swarm Optimizer for Engineering Design Problems2020

    • Author(s)
      Ziang Liu and Tatsushi Nishi
    • Journal Title

      Mathematical Problems in Engineering

      Volume: 2020 Pages: 1-30

    • DOI

      10.1155/2020/1450985

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analyzing just-in-time purchasing strategy in supply chains using an evolutionary game approach2020

    • Author(s)
      LIU Ziang、NISHI Tatsushi
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 14 Issue: 5 Pages: JAMDSM0070-JAMDSM0070

    • DOI

      10.1299/jamdsm.2020jamdsm0070

    • NAID

      130007868080

    • ISSN
      1881-3054
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Genetic Algorithm for Multi-Period Location Problem with Modular Emergency Facilities and Backup Services2019

    • Author(s)
      Alizadeh Roghayyeh、Nishi Tatsushi
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 32 Issue: 10 Pages: 370-377

    • DOI

      10.5687/iscie.32.370

    • NAID

      130007785074

    • ISSN
      1342-5668, 2185-811X
    • Year and Date
      2019-10-15
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Virtualization of a supply chain from the manufacturing enterprise view using e-catalogues2019

    • Author(s)
      Matsuda Michiko、Nishi Tatsushi、Hasegawa Mao、Matsumoto Sota
    • Journal Title

      Procedia CIRP

      Volume: 81 Pages: 932-937

    • DOI

      10.1016/j.procir.2019.03.230

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Simultaneous Optimization Framework for Product Family Configuration and Supply Chain Planning2019

    • Author(s)
      Nishi Tatsushi、Tsuboi Takuya、Matsuda Michiko
    • Journal Title

      Procedia CIRP

      Volume: 81 Pages: 1266-1271

    • DOI

      10.1016/j.procir.2019.03.305

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hybrid Covering Location Problem: Set Covering and Modular Maximal Covering Location Problem2019

    • Author(s)
      Alizadeh R.、Nishi T.
    • Journal Title

      Proceedings of 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

      Volume: - Pages: 865-869

    • DOI

      10.1109/ieem44572.2019.8978601

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Evolutionary Game Model in Closed-Loop Supply Chain2019

    • Author(s)
      Liu Ziang、Nishi Tatsushi
    • Journal Title

      Proceedings of 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

      Volume: - Pages: 896-900

    • DOI

      10.1109/ieem44572.2019.8978741

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Government Regulations on Closed-Loop Supply Chain with Evolutionarily Stable Strategy2019

    • Author(s)
      Liu Ziang、Nishi Tatsushi
    • Journal Title

      Sustainability

      Volume: 11 Issue: 18 Pages: 5030-5030

    • DOI

      10.3390/su11185030

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic p+q Maximal Hub Location Problem for Freight Transportation Planning with Rational Markets2019

    • Author(s)
      Roghayyeh Alizadeh, Tatsushi Nishi
    • Journal Title

      Advance in Mechanical Engineering

      Volume: Vol. 11, No. 2 Issue: 2 Pages: 1-13

    • DOI

      10.1177/1687814018822934

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic Reconfiguration of Leadership in Multi-Period Supply Chain Planning2018

    • Author(s)
      Tatsushi Nishi and Soh Sakurai
    • Journal Title

      Procedia CIRP

      Volume: Vol. 72 Pages: 515-519

    • DOI

      10.1016/j.procir.2018.03.248

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of leadership structures for two-echelon supply chains involving multiple risky suppliers2018

    • Author(s)
      Takuya Tsuboi, Tatsushi Nishi, Guoqing Zhang
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 12 Issue: 3 Pages: JAMDSM0070-JAMDSM0070

    • DOI

      10.1299/jamdsm.2018jamdsm0070

    • NAID

      130007401956

    • ISSN
      1881-3054
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] A Bilevel Production Planning Using Machine Learning Based Customer Modeling2021

    • Author(s)
      Jun Nakao, Tatsushi Nishi
    • Organizer
      International Symposium on Scheduling 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive Comprehensive Learning Particle Swarm Optimization with a Parameter Control Method2021

    • Author(s)
      Ziang Liu, Tatsushi Nishi
    • Organizer
      International Symposium on Scheduling 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] スマートサプライチェーンにおける企業間連携と最適化のための動的モデル構成基盤構築の研究状況2021

    • Author(s)
      西竜志
    • Organizer
      第65回システム制御情報学会研究発表講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 2つの生産者と1つの共通販売者のサプライチェーンに対する非対称性情報を考慮した価格戦略の提携分析2020

    • Author(s)
      長谷川真緒, 西竜志
    • Organizer
      スケジューリングシンポジウム2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Hybrid Covering Location Problem: Set Covering and Modular Maximal Covering Location Problem2020

    • Author(s)
      Rogyayyeh Alizadeh, Tatsushi Nishi
    • Organizer
      Scheduling Symposium 2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Particle Swarm Optimization Algorithm with Multiple Strategies for Continuous Optimization Problems2020

    • Author(s)
      Ziang Liu, Tatsushi Nishi
    • Organizer
      Scheduling Symposium 2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] 2つの生産者と1つの販売者間の部分提携を考慮した協力ゲーム理論による提携分析2019

    • Author(s)
      長谷川 真緒, 西 竜志, 乾口 雅弘
    • Organizer
      システム制御情報学会研究発表講演会2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] 2つの生産者と1つの販売者間の部分提携を考慮した協力ゲーム理論による配分の考察2019

    • Author(s)
      長谷川真緒, 西竜志
    • Organizer
      スケジューリング・シンポジウム2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] 生産者と販売者の価格決定とチャンネル構造を考慮した循環型サプライチェーンにおける政府規制の影響2019

    • Author(s)
      劉子昴, 西竜志
    • Organizer
      スケジューリング・シンポジウム2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] 顧客の製品設計を考慮した製品構成とサプライチェーン構成の同時最適化2019

    • Author(s)
      坪井拓也, 西竜志, 松田三知子
    • Organizer
      日本機械学会生産システム部門研究発表講演会2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] Mixed-Integer Bi-Level Dynamic Hub Location Problem for Freight Transportation2018

    • Author(s)
      Alizadeh Roghayyeh, Tatsushi Nishi
    • Organizer
      2018 International Symposium on Flexible Automation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-Period Maximal Covering Location Problem with Modular Facilities for Locating Emergency Facilities with Back-up Services2018

    • Author(s)
      Alizadeh Roghayyeh, Tatsushi Nishi
    • Organizer
      2018 IEEE International Conference on Industrial Engineering and Engineering Management
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Game Theoretical Analysis of Channel Power Structures for Two-Manufacturers and Two-Retailer2018

    • Author(s)
      Tatsushi Nishi
    • Organizer
      29th European Conference on Operational Research
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Bilevel Dynamic Maximal Hub Location Problem for Freight Transportation2018

    • Author(s)
      Alizadeh Roghayyeh, Tatsushi Nishi
    • Organizer
      2018 International Symposium on Flexible Automation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 顧客の製品設計への参加を考慮した製品構成とサプライチェーン構成の同時決定2018

    • Author(s)
      坪井拓也, 西竜志
    • Organizer
      スケジューリングシンポジウム2018
    • Related Report
      2018 Annual Research Report
  • [Remarks] 研究室のHP

    • URL

      http://forest.sys.okayama-u.ac.jp/nishilab

    • Related Report
      2021 Annual Research Report
  • [Remarks] 西研究室のHP

    • URL

      http://forest.sys.okayama-u.ac.jp/nishilab

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report

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Published: 2018-04-23   Modified: 2024-01-30  

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