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Study on requirements of product remanufacturing businesses and demand timing forecasting model for reman

Research Project

Project/Area Number 15K01219
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Matsumoto Mitsutaka  国立研究開発法人産業技術総合研究所, エレクトロニクス・製造領域, 主任研究員 (00443226)

Co-Investigator(Kenkyū-buntansha) 開沼 泰隆  首都大学東京, システムデザイン学部, 教授 (90204312)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsリマニュファクチャリング / 循環型生産モデル / カニバリゼーション / 消費者受容性 / 製品ライフサイクルモデル / 生産管理 / 需要予測モデル / リマン成立条件分析 / 購買意思モデル / サーキュラーエコノミー / 消費者選好分析 / マーケティング / 需要予測 / ライフサイクル工学 / 循環型生産 / 成立条件分析 / 企業ヒアリング / 日米比較 / 需要推移予測 / 時系列分析 / ワイブル分布
Outline of Final Research Achievements

In this research, we conducted three research topics related to product remanufacturing (reman). (1) Analysis of requirements for reman to diffuse in the market, (2) Comparison of consumer acceptance of reman products in the US and Japan, (3) Development and varidation of reman demand-timing forecasting model. For the first topic, we developed a mathematical model for analyzing the condition for solving the cannibalization problem in reman. For the second topic, we conducted a comparative analysis of consumers' acceptance of reman auto parts in the US and Japan. For the third topic, we developed demand timing forecasting models for reman auto parts and reman toner cartridges. We used the actual data from industry and verified their accuracies.

Report

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

    (37 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (4 results) Journal Article (6 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 5 results,  Acknowledgement Compliant: 4 results,  Open Access: 3 results) Presentation (27 results) (of which Int'l Joint Research: 17 results,  Invited: 4 results)

  • [Int'l Joint Research] California State University, Sacramento(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Royal Melbourne Institute of Technology(オーストラリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Cardiff University(英国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] California State University, Sacramento(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Remanufactured auto parts market in Japan: Historical review and factors affecting green purchasing behavior2018

    • Author(s)
      Matsumoto Mitsutaka、Chinen Kenichiro、Endo Hideki
    • Journal Title

      Journal of Cleaner Production

      Volume: 172 Pages: 4494-4505

    • DOI

      10.1016/j.jclepro.2017.10.266

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Comparison of U.S. and Japanese consumers' perceptions of remanufactured auto parts2017

    • Author(s)
      Mitsutaka Matsumoto, Kenichiro Chinen, Hideki Endo
    • Journal Title

      Journal of Industrial Ecology

      Volume: 21 Issue: 4 Pages: 966-979

    • DOI

      10.1111/jiec.12478

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Quantifying the cannibalization effect of hybrid manufacturing/remanufacturing system in closed-loop supply chain2017

    • Author(s)
      Takumi Nanasawa, Yasutaka Kainuma
    • Journal Title

      Procedia CIRP

      Volume: 61 Pages: 201-205

    • DOI

      10.1016/j.procir.2017.03.134

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of demand forecasting model for automotive electric component remanufacturing2016

    • Author(s)
      Mitsutaka Matsumoto, Yasushi Umeda, Shuto Tsuchiya, Li Tang
    • Journal Title

      Proceedings of Electronics Goes Green 2016+

      Volume: - Pages: 1-7

    • DOI

      10.1109/egg.2016.7829817

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Profitability of hybrid manufacturing/remanufacturing system in closed loop supply chain2016

    • Author(s)
      Takumi Nanasawa, Yasutaka Kainuma
    • Journal Title

      Proceedings of the 17th Asia Pacific Industrial Engineering and Management Systems Conference

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Trends and research challenges in remanufacturing2016

    • Author(s)
      Mitsutaka Matsumoto, Shanshan Yang, Kristian Martinsen, Yasutaka Kainuma
    • Journal Title

      International Journal of Precision Engineering and Manufacturing - Green Technology

      Volume: 3(1) Issue: 1 Pages: 129-142

    • DOI

      10.1007/s40684-016-0016-4

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Development of demand forecasting method based on Weibull distribution for auto parts remanufacturing2017

    • Author(s)
      唐力,梅田靖,松本光崇,木下裕介
    • Organizer
      2017年 精密工学会 春季大会学術講演会
    • Place of Presentation
      慶應義塾大学矢上キャンパス(神奈川県横浜市)
    • Year and Date
      2017-03-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Quantifying the cannibalization effect of hybrid manufacturing/remanufacturing system in closed-loop supply chain2017

    • Author(s)
      Takumi Nanasawa, Yasutaka Kainuma
    • Organizer
      The 24th CIRP Conference on Life Cycle Engineering
    • Place of Presentation
      鎌倉プリンスホテル(神奈川県鎌倉市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Trends and challenges in product remanufacturing in emerging economies -- A case study in photocopiers in Asian region2017

    • Author(s)
      Mitsutaka Matsumoto, Koshi Kamigaki, Yasushi Umeda
    • Organizer
      2017 Joint Conference of ISIE and ISSST (the 9th conf. of the International Society for Industrial Ecolocy and the 25th conference of the Int. Symp. Sustainable Systems and Technology)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Servitization as an enabler for product circulations2017

    • Author(s)
      Mitsutaka Matsumoto
    • Organizer
      The 5th International Conference on Serviceology (ICServ2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 成長曲線による市場投入初期の新製品需要予測方法2017

    • Author(s)
      岡田遥、開沼泰隆
    • Organizer
      平成29年度日本経営工学会春季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] クローズド・ループ・サプライ・チェーンにおけるリマニュファクチャリング製品の利益の評価2017

    • Author(s)
      七澤巧、開沼泰隆
    • Organizer
      オペレーションズ・マネジメント&ストラテジー会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Impact of cannibalization in a remanufacturing supply chain2017

    • Author(s)
      Yasutaka Kainuma, Yoshihiko Sasaki, Stephen Michael Disney
    • Organizer
      24th International Conference on Production Research
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] クローズド・ループ・サプライ・チェーンにおけるリマニュファクチャリング製品の価格決定に関する研究2017

    • Author(s)
      七澤巧、開沼泰隆
    • Organizer
      平成29年度日本経営工学会秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Pricing Decisions for Remanufactured Products in a Closed-Loop Supply Chain2017

    • Author(s)
      Takumi Nanasawa, Yasutaka Kainuma
    • Organizer
      The 2017 Asian Conference of Management Science and Applications (ACMSA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Profitability of hybrid manufacturing/remanufacturing system in closed loop supply chain2016

    • Author(s)
      Takumi Nanasawa, Yasutaka Kainuma
    • Organizer
      The 17th Asia Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      台北(台湾)
    • Year and Date
      2016-12-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 製品リマニュファクチャリングの生産性向上に向けた取組みと課題2016

    • Author(s)
      松本光崇
    • Organizer
      エコデザイン・プロダクツ&サービス2016シンポジウム
    • Place of Presentation
      東京理科大学森戸記念館(東京都新宿区)
    • Year and Date
      2016-12-07
    • Related Report
      2016 Research-status Report
  • [Presentation] 車パーツのリビルドの生産需要予測モデルの構築2016

    • Author(s)
      松本光崇,梅田靖,土谷秀人
    • Organizer
      日本機械学会 第26回設計工学・システム部門講演会
    • Place of Presentation
      慶應義塾大学日吉キャンパス(神奈川県横浜市)
    • Year and Date
      2016-10-08
    • Related Report
      2016 Research-status Report
  • [Presentation] Trends and research challenges of remanufacturing in Japan2016

    • Author(s)
      Mitsutaka Matsumoto
    • Organizer
      2016 International Remanufacturing Industry Conference
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2016-09-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Development of a demand forecasting model for automotive electric component remanufacturing2016

    • Author(s)
      Mitsutaka Matsumoto, Yasushi Umeda, Shuto Tsuchiya, Li Tang
    • Organizer
      Electronics Goes Green 2016+
    • Place of Presentation
      ベルリン(ドイツ)
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] クローズド・ループ・サプライ・チェーンにおけるリマニュファクチャリング製品の収益性2016

    • Author(s)
      七澤巧,開沼泰隆
    • Organizer
      平成28年度日本経営工学会春季大会
    • Place of Presentation
      早稲田大学西早稲田キャンパス(東京都新宿区)
    • Year and Date
      2016-05-28
    • Related Report
      2016 Research-status Report
  • [Presentation] リマニュファクチャリング部品需要の時間変化分析2016

    • Author(s)
      土谷秀人, 松本光崇, 梅田靖
    • Organizer
      精密工学会 春季大会学術講演会
    • 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
      2016-03-15
    • Related Report
      2015 Research-status Report
  • [Presentation] Examination of demand forecasting for remanufacturing without information of new product sales time distribution2015

    • Author(s)
      Mitsutaka Matsumoto, Yasushi Umeda
    • Organizer
      Proceedings of the 9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign 2015)
    • Place of Presentation
      東京国際フォーラム(東京都千代田区)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A comparative analysis of consumers' perception towards remanufactured auto parts in the US and in Japan, and the implications2015

    • Author(s)
      Hideki Endo, Mitsutaka Matsumoto, Kenichiro Chinen
    • Organizer
      Proceedings of the 9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign 2015)
    • Place of Presentation
      東京国際フォーラム(東京都千代田区)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A study of the hybrid manufacturing/remanufacturing system2015

    • Author(s)
      Yoshihiko Sasaki, Yasutaka Kainuma
    • Organizer
      Proceedings of the 9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign 2015)
    • Place of Presentation
      東京国際フォーラム(東京都千代田区)
    • Year and Date
      2015-12-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An overview of reman businesses in Japan and challenges for reman2015

    • Author(s)
      Mitsutaka Matsumoto
    • Organizer
      2nd Asia Pacific Reman Summit
    • Place of Presentation
      シンガポール(シンガポール)
    • Year and Date
      2015-11-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 世界的に高まるリマニュファクチャリングへの注目と期待2015

    • Author(s)
      松本光崇
    • Organizer
      精密工学会 ライフサイクルエンジニアリング専門委員会 講演会
    • Place of Presentation
      早稲田大学西早稲田キャンパス(東京都新宿区)
    • Year and Date
      2015-11-11
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Development of hybrid manufacturing/remanufacturing system2015

    • Author(s)
      Yoshihiko Sasaki, Yasutaka Kainuma
    • Organizer
      Proceedings of the 2nd East Asia Workshop on Industrial Engineering
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Requirements of service business models and of incorporating remanufacturing in them: Case study in Japan2015

    • Author(s)
      Mitsutaka Matsumoto, Kentaro Watanabe
    • Organizer
      Emerging Green 2015 Conference
    • Place of Presentation
      ポートランド(アメリカ)
    • Year and Date
      2015-09-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Product remanufacturing as an enabler for sustainable manufacturing2015

    • Author(s)
      Mitsutaka Matsumoto
    • Organizer
      International Symposium on Green Manufacturing and Applications (ISGMA 2015)
    • Place of Presentation
      青島(中国)
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] A comparative analysis of consumers' perception towards remanufactured auto parts in the US and in Japan2015

    • Author(s)
      Mitsutaka Matsumoto, Kenichiro Chinen, Hideki Endo
    • Organizer
      Proceedings of 2015 International Conference on Remanufacturing
    • Place of Presentation
      アムステルダム(オランダ)
    • Year and Date
      2015-06-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the hybrid manufacturing /remanufacturing systems considered the demand of new manufacturing and remanufacturing products2015

    • Author(s)
      Yoshihiko Sasaki, Yasutaka Kainuma
    • Organizer
      Proceedings of the 5th International Symposium on Operations Management & Strategy
    • Place of Presentation
      学習院大学(東京都豊島区)
    • Year and Date
      2015-06-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 新規製造と再製造・再利用の需要を考慮したハイブリッド製造/再製造システム2015

    • Author(s)
      佐々木慶彦,開沼泰隆
    • Organizer
      平成27年度日本経営工学会春季大会予稿集
    • Place of Presentation
      首都大学東京南大沢キャンパス(東京都八王子市)
    • Year and Date
      2015-05-16
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2022-06-14  

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