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Development and experimental verification of a pull type reverse supply chain in consideration of disassembly and remanufacturing schedules

Research Project

Project/Area Number 15K01196
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionWaseda University (2018)
Osaka Prefecture University (2015-2017)

Principal Investigator

TANIMIZU Yoshitaka  早稲田大学, 理工学術院, 教授 (60275279)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsグリーンサプライチェーン / リバースサプライチェーン / サステナビリティ / リユース / 遺伝的アルゴリズム / 動的最適化
Outline of Final Research Achievements

This research proposes a dynamic management method of reverse supply chain in consideration of an economical aspect. The method provides a pull type reverse supply chain model which makes customers throw away the used products positively or negatively according to the demand variation. The effectiveness of the proposed model is evaluated from a viewpoint of economy and verified experimentally. And also, a dynamic optimization method for disassembly and remanufacturing schedules is developed by using an evolutionary computation method, and the efficiency of the method is measured through computational experiments.

Academic Significance and Societal Importance of the Research Achievements

本研究は,環境負荷の低減と企業利益の向上を同時に目指している.ここでは,二次電池のリユースに着目したが,本研究のアプローチは全ての製品に対して適用できると考えている.この研究アプローチが,製品単体を売る従来のビジネスモデルからの脱却を促し,製品とサービスを一体化することで顧客満足度を継続的に高める新たな環境ビジネスモデルの創出に貢献できることを期待している.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (34 results)

All 2018 2017 2016 2015

All Journal Article (8 results) (of which Peer Reviewed: 7 results,  Open Access: 2 results) Presentation (26 results) (of which Int'l Joint Research: 13 results)

  • [Journal Article] Optimal Disassembly Scheduling with a Genetic Algorithm2017

    • Author(s)
      Nonomiya Hideyuki、Tanimizu Yoshitaka
    • Journal Title

      Procedia CIRP

      Volume: 61 Pages: 218-222

    • DOI

      10.1016/j.procir.2016.11.177

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Co-evolutionary Algorithm for Open-shop Scheduling with Disassembly Operations2017

    • Author(s)
      Tanimizu Yoshitaka、Sakamoto Michisuke、Nonomiya Hideyuki
    • Journal Title

      Procedia CIRP

      Volume: 63 Pages: 289-294

    • DOI

      10.1016/j.procir.2017.03.138

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 次世代セル生産システム2017

    • Author(s)
      谷水 義隆
    • Journal Title

      機械の研究

      Volume: 69(7) Pages: 555-560

    • NAID

      40021247192

    • Related Report
      2017 Research-status Report
  • [Journal Article] Optimal Disassembly Scheduling with a Genetic Algorithm2017

    • Author(s)
      Hideyuki Nonomiya and Yoshitaka Tanimizu
    • Journal Title

      Proceedings of the 24th CIRP Conference on Life Cycle Engineering

      Volume: なし

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Integrated Production and Transportation Scheduling for Low-Carbon Supply Chains2016

    • Author(s)
      Yoshitaka Tanimizu, Hiromasa Ito, and Kenta Matsui
    • Journal Title

      Sustainability through Innovation in Product Life Cycle Design

      Volume: なし Pages: 399-415

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Negotiation Model for Closed-Loop Supply Chains with Consideration for Economically Collecting Reusable Products2016

    • Author(s)
      Kenta Matsui and Yoshitaka Tanimizu
    • Journal Title

      Sustainability through Innovation in Product Life Cycle Design

      Volume: なし Pages: 435-447

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Integrated Production and Transportation Scheduling for Multi-objective Green Supply Chain Network Design2016

    • Author(s)
      Yoshitaka Tanimizu, Hiromasa Ito, and Kenta Matsui
    • Journal Title

      Procedia CIRP

      Volume: 57 Pages: 152-157

    • DOI

      10.1016/j.procir.2016.11.027

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Integrated production and transportation scheduling for multi-objective green supply chain network design2016

    • Author(s)
      Yoshitaka Tanimizu and Katuhumi Amano
    • Journal Title

      Proceedings of 49th CIRP Conference on Manufacturing Systems

      Volume: なし

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] バックワードスケジューリングを用いた三階層動的サプライチェーンモデルの提案2018

    • Author(s)
      神原 里佳, 杉本 真隆, 田中 勝也, 谷水 義隆
    • Organizer
      日本機械学会2018年度年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 生鮮水産物の市場外流通における価格決定手法の基礎的研究2018

    • Author(s)
      谷口 侑也, 杉本 真隆, 田中 勝也, 谷水 義隆
    • Organizer
      日本機械学会2018年度年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Outsourcing Strategy for Supply Chain Resilience to Unexpected Production Disruptions2018

    • Author(s)
      Katsuya Tanaka, Yoshitaka Tanimizu
    • Organizer
      2018 International Symposium on Flexible Automation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Study of Estimating Remaining Values of Rechargeable Batteries for Closed-Loop Supply Chains2018

    • Author(s)
      Masataka Sugimoto, Yoshitaka Tanimizu
    • Organizer
      2018 International Symposium on Flexible Automation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Disassembly Scheduling Using An Evolutionary Algorithm Based on A Tree Structure2018

    • Author(s)
      Yousuke Tanaka, Yoshitaka Tanimizu
    • Organizer
      2018 International Symposium on Flexible Automation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Disassembly Scheduling with a Genetic Algorithm2017

    • Author(s)
      Hideyuki Nonomiy and Yoshitaka Tanimizu
    • Organizer
      the 24th CIRP Conference on Life Cycle Engineering
    • Place of Presentation
      Kamakura
    • Year and Date
      2017-03-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A co-evolutionary algorithm for open-shop scheduling with disassembly operations2017

    • Author(s)
      Yoshitaka Tanimizu, Michisuke Sakamoto, Hideyuki Nonomiya
    • Organizer
      the 50th CIRP Conference on Manufacturing Systems
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A partial modification method for disturbed production schedules by using hybrid genetic algorithm2017

    • Author(s)
      Tomoya Tanikawa, Yoshitaka Tanimizu
    • Organizer
      the 9th International Conference on Leading Edge Manufacturing in 21st Century
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] An evolutionary algorithm for assembly scheduling problems with release times2017

    • Author(s)
      Ryota Nakatani, Yoshitaka Tanimizu
    • Organizer
      the 9th International Conference on Leading Edge Manufacturing in 21st Century
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A basic study on analysis of heart rate variability in workers for dynamic production management in cellular manufacturing systems2017

    • Author(s)
      Yoshitaka Tanimizu, Takayuki Katsumaru, Daiki Tanaka
    • Organizer
      the 9th International Conference on Leading Edge Manufacturing in 21st Century
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Integrated Optimization of Dynamic Product Family Configuration and Supply Chain Configuration2017

    • Author(s)
      Takuya Tsuboi, Tatsushi Nishi, Yoshitaka Tanimizu, Toshiya Kaihara
    • Organizer
      Multidisciplinary International Conference on Scheduling: Theory and Applications
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] レジリエントサプライチェーンのための外注を考慮した生産スケジュールの改善2017

    • Author(s)
      杉本真隆, 中谷 亮太, 谷水 義隆
    • Organizer
      日本機械学会2017年度年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 循環型サプライチェーンにおける二次電池の製品価値推定に関する研究2017

    • Author(s)
      田中 勝也, 中谷 亮太, 谷水 義隆
    • Organizer
      日本機械学会2017年度年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 分解工程を考慮したリアクティブスケジューリングシステムの実機連携に関する検討2017

    • Author(s)
      田中 耀喬, 野々宮 偉之, 谷川 智哉, 谷水 義隆
    • Organizer
      日本機械学会2017年度年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 心拍変動の解析による作業時間予測とその実験的評価2017

    • Author(s)
      勝丸貴之,谷水義隆
    • Organizer
      日本機械学会生産システム部門研究発表講演会2017
    • Place of Presentation
      埼玉
    • Related Report
      2016 Research-status Report
  • [Presentation] 加工・組立工程を考慮した多階層動的サプライチェーンモデルの構築に関する基礎的研究2016

    • Author(s)
      中谷亮太,谷水義隆
    • Organizer
      日本機械学会2016年度年次大会
    • Place of Presentation
      福岡
    • Year and Date
      2016-09-11
    • Related Report
      2016 Research-status Report
  • [Presentation] リアクティブスケジューリングにおける拡散共進化遺伝的アルゴリズムの拡張2016

    • Author(s)
      谷川智哉,野々宮偉之, 谷水義隆
    • Organizer
      日本機械学会2016年度年次大会
    • Place of Presentation
      福岡
    • Year and Date
      2016-09-11
    • Related Report
      2016 Research-status Report
  • [Presentation] 分解工程のための遺伝的アルゴリズムを用いたスケジューリング手法の提案2016

    • Author(s)
      野々宮 偉之,谷水 義隆,谷川智哉,岩村幸治,杉村延広
    • Organizer
      日本機械学会2016年度年次大会
    • Place of Presentation
      福岡
    • Year and Date
      2016-09-11
    • Related Report
      2016 Research-status Report
  • [Presentation] Integrated production and transportation scheduling for multi-objective green supply chain network design2016

    • Author(s)
      Yoshitaka Tanimizu and Katuhumi Amano
    • Organizer
      49th CIRP Conference on Manufacturing Systems
    • Place of Presentation
      Stuttgart
    • Year and Date
      2016-05-25
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 循環型サプライチェーンにおけるリユースのための経済的回収モデルの提案2016

    • Author(s)
      松井健太,谷水義隆,西田太郎,中谷亮太,岩村幸治,杉村延広
    • Organizer
      生産システム部門研究発表講演会2016
    • Place of Presentation
      東京理科大学野田キャンパス(千葉県野田市)
    • Year and Date
      2016-03-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 低頻度大規模災害に対するサプライチェーンリスクマネジメントに関する研究(生産・輸送スケジューリング手法の実験的評価)2016

    • Author(s)
      藤田真英,伊藤寛将,谷水義隆,岩村幸治,杉村延広
    • Organizer
      生産システム部門研究発表講演会2016
    • Place of Presentation
      東京理科大学野田キャンパス(千葉県野田市)
    • Year and Date
      2016-03-14
    • Related Report
      2015 Research-status Report
  • [Presentation] ゲーム理論アプローチによるサプライチェーン最適化のモデル2016

    • Author(s)
      西 竜志,谷水義隆,貝原俊也
    • Organizer
      生産システム部門研究発表講演会2016
    • Place of Presentation
      東京理科大学野田キャンパス(千葉県野田市)
    • Year and Date
      2016-03-14
    • Related Report
      2015 Research-status Report
  • [Presentation] A Negotiation Model for Closed-Loop Supply Chains with Consideration for Economically Collecting Reusable Products2015

    • Author(s)
      Kenta Matsui, Yoshitaka Tanimizu
    • Organizer
      the 9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing
    • Place of Presentation
      東京国際フォーラム(東京都千代田区丸の内)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Integrated Production and Transportation Scheduling for Low-Carbon Supply Chains2015

    • Author(s)
      Yoshitaka Tanimizu, Hiromasa Ito, Kenta Matsui
    • Organizer
      the 9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing
    • Place of Presentation
      東京国際フォーラム(東京都千代田区丸の内)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 拡散共進化遺伝的アルゴリズムを用いた生産スケジューリングシステムの開発2015

    • Author(s)
      野々宮 偉之,谷水 義隆,坂本 道亮,岩村幸治,杉村延広
    • Organizer
      日本機械学会2015年度年次大会
    • Place of Presentation
      北海道大学工学部(北海道札幌市北区)
    • Year and Date
      2015-09-13
    • Related Report
      2015 Research-status Report
  • [Presentation] A hierarchical co-evolutionary genetic algorithm for open-shop scheduling problem2015

    • Author(s)
      Yoshitaka Tanimizu, Sosuke Uchino, Yuuki Sakai, Michisuke Sakamoto, Hideyuki Nonomiya, Koji Iwamura, Nobuhiro Sugimura
    • Organizer
      International Symposium on Scheduling 2015
    • Place of Presentation
      神戸市産業振興センター(兵庫県神戸市中央区)
    • Year and Date
      2015-07-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2020-03-30  

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