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Risk Analysis and Optimal Coordination for Structure of Eco-Supply Chain

Research Project

Project/Area Number 17K01265
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionOsaka Metropolitan University (2022)
Osaka Prefecture University (2017-2021)

Principal Investigator

Kusukawa Etsuko  大阪公立大学, 大学院工学研究科, 准教授 (00336801)

Project Period (FY) 2017-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsクローズド・ループ・サプライチェーン / グリーン・サプライチェーン / グリーン・クローズド・ループ・サプライチェーン / デュアル・チャネル・サプライチェーン / 炭素排出削減 / 省エネ / キャップ・アンド・トレード / ゲーム理論 / デュアル・チャネル・サプライ チェーン / 炭素排出 / キャップ・アンド・トレード政 / 炭素排出量 / キャップ・アンド・トレード政策 / リスク嫌悪分析 / Eコマース / 利益の時間効率 / サプライチェーン / リスク分析 / 確率・統計 / 環境対応型サプライチェーン / 競争-競争戦略 / 関連業者の行動戦略 / サプライチェーン連携
Outline of Final Research Achievements

This study focused on an environmentally-conscious supply chain (ECO-SC) that included collection and recycling of used products and production of green products (environmentally-friendly products) with production-distribution-sales of green products that saved resources and reduce CO2 emissions.
ECO-SC with multiple firms has uncertain conditions regarding the collection quantity and quality of used products, quality, production quantity and demand of green products, customer purchasing behavior, and action strategies of firms in ECO-SC.
This study analyzed the risk of ECO-SC and the optimal coordination strategy of ECO-SC when firms competed and cooperated with each other, depending on the availability of government subsidies and taxes.

Academic Significance and Societal Importance of the Research Achievements

本研究で明らかにした政府機関の助成や税金の有無に応じ、ECO-SC関連業者が競争,協力する際のECO-SCのリスク分析と最適連携方策の数理解析手法と意思決定支援を関連業者に提示できる。本研究は、複数業者からなる生産-物流-販売環境をもつECO-SCの持続可能な最適連携方策に関して実用的で汎用性のある研究成果といえる。また、本研究で開発した数理解析によるECO-SCのリスク分析と最適化手法の他分野への応用例として、使用量が不確実で回収・再利用を考慮した電力や薬剤の供給-販売システムにつき、業者間連携を考慮した電力や薬剤の価格決定や安定供給等のリスク分析と分析に応じた最適連携方策が挙げられる。

Report

(7 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (60 results)

All 2023 2022 2021 2020 2019 2018 2017 Other

All Journal Article (11 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 11 results) Presentation (44 results) (of which Int'l Joint Research: 14 results) Book (1 results) Remarks (4 results)

  • [Journal Article] 政府介入下での持続可能な環境配慮型サプライチェーンの最適運用方策2023

    • Author(s)
      楠川恵津子
    • Journal Title

      経営システム

      Volume: Vol. 32, No. 2 Pages: 113-119

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Operation in A Green Closed-Loop Supply Chain under Government’s Environmental Policies and Social Welfare2021

    • Author(s)
      Takato Nakatani and Etsuko Kusukawa
    • Journal Title

      Proc. of the 26th International Conference on Production Reserach

      Volume: Paper #0099

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Impact of Consumer Free Riding Behavior on Optimal Operation in Green Closed-Loop Supply Chain with Dual Channel2021

    • Author(s)
      Takuhiro Shimogama and Etsuko Kusukawa
    • Journal Title

      Proc. of the 26th International Conference on Production Reserach

      Volume: Paper #0108

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evolutionary Game Theoretic Analysis on Environmental Measures of Supply Chain Enterprises under Government Subsidy and Cap-and-Trade2021

    • Author(s)
      Haruki Suwa and Etsuko Kusukawa
    • Journal Title

      Proc. of the 26th International Conference on Production Reserach

      Volume: Paper #0113

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dual-Channel Green Supply Chain with Customer Purchasing Preference and Warranty Period2021

    • Author(s)
      Etsuko Kusukawa and Fumiya Yoshino
    • Journal Title

      Proc. of the 26th International Conference on Production Reserach

      Volume: Paper #0117

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Closed-Loop Supply Chain Considering Subsidy, Tax and Warranty Period in Remanufacturing Activity2021

    • Author(s)
      Kazuomi Uchida and Etsuko Kusukawa
    • Journal Title

      Proc. of the 26th International Conference on Production Reserach

      Volume: Paper #0159

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 特集号「環境産業ビジネスへのAIおよびIoT活用による未来像」を企画して2020

    • Author(s)
      楠川恵津子
    • Journal Title

      システム/制御/情報

      Volume: 64 Pages: 409-409

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimal Sales Strategies for Dual Channel under Cooperation and Competition Considering Customer Purchasing Preference2018

    • Author(s)
      Masahiro Yamamoto, Etsuko Kusukawa
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 17 Issue: 4 Pages: 819-832

    • DOI

      10.7232/iems.2018.17.4.819

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimal Operation and Supply Chain Coordination in a Closed-Loop Supply Chain with Loss Averse Attitude2018

    • Author(s)
      Etsuko Kusukawa, Yuri Paku
    • Journal Title

      Asian Journal of Management Science and Applications

      Volume: 3 Issue: 3 Pages: 252-278

    • DOI

      10.1504/ajmsa.2018.095521

    • NAID

      120006895583

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimal Operation with Flexible Ordering Policy for Green Supply Chain considering the Uncertainties in Product Demand and Collection Quantity of Used Products2018

    • Author(s)
      S. Yamaguchi and E. Kusukawa
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: in press

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Risk Analysis and Supply Chain Coordination for Optimal Operation in E-commerce Environment with uncertainties in Demand and Customer Returns2018

    • Author(s)
      Y. Saito and E. Kusukawa
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: in press

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 政府介入下で炭素排出と保証期間を考慮したグリーン・クローズド・ループ・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2022

    • Author(s)
      内田 一臣,楠川恵津子
    • Organizer
      日本経営工学会春季研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 返品制度と炭素排出を考慮したデュアルチャネルをもつグリーン・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2022

    • Author(s)
      瀬戸 遥葵,楠川恵津子
    • Organizer
      日本経営工学会春季研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Optimal Operation and Social Welfare Evaluation for a Green Closed-Loop Supply Chain considering Carbon Emissions and Guarantee Periods under Government Intervention2022

    • Author(s)
      K. Uchida, E. Kusukawa
    • Organizer
      2022 Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation and Social Welfare Evaluation of a Dual-Channel Green Supply Chain considering Warranty Period and Carbon Emission Policies2022

    • Author(s)
      Y. Tsukamoto, E. Kusukawa
    • Organizer
      2022 Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation and Social Welfare Evaluation of Dual-Channel Green Supply Chain with 3PL under Government Environmental Policy2022

    • Author(s)
      K. Ueda, E. Kusukawa
    • Organizer
      2022 Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation of Green Closed-Loop Supply Chains Considering Government Reward and Punishment Policy and Social Welfare Evaluation2022

    • Author(s)
      Y. Yoneda, E. Kusukawa
    • Organizer
      2022 Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation and Social Welfare Evaluation in a Dual-Channel Green Supply Chain considering Return Policy and Carbon Emissions2022

    • Author(s)
      H. Seto, E. Kusukawa
    • Organizer
      2022 Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 品質と利益・費用分配を考慮したデュアルチャネルをもつクローズド・ループ・サプライチェーンの最適運用と社会評価2021

    • Author(s)
      楠川恵津子,阿部心
    • Organizer
      公益社団法人日本経営工学会2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 政府の賞罰と社会評価を考慮したグリーン・クローズド・ループ・サプライチェーンの最適運用2021

    • Author(s)
      米田雄貴,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 政府の環境政策下で3PL をもつデュアル・グリーンサプライチェ-ンの最適運用と社会評価2021

    • Author(s)
      植田凱斗,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 政府の助成金制度とキャップ・アンド・トレード政策のもとでのサプライチェーン業者の環境対策に関する進化ゲーム理論分析2021

    • Author(s)
      諏訪晴紀,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 消費者のフリーライディング行為がデュアルチャネルをもつグリーン・クローズドループ・サプライチェーンの最適運用に与える影響2021

    • Author(s)
      下釜拓大,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 炭素排出削減施策と保証期間を考慮したグリーン・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2021

    • Author(s)
      塚本悠希,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年秋季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 政府の介入のもとでの製品の保証期間を考慮したクローズド・ループ・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2021

    • Author(s)
      内田一臣,楠川恵津子
    • Organizer
      公益社団法人日本経営工学会2021年秋季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Optimal Operation in A Green Closed-Loop Supply Chain under Government’s Environmental Policies and Social Welfare2021

    • Author(s)
      Takato Nakatani and Etsuko Kusukawa
    • Organizer
      The 26th International Conference on Production Reserach
    • Related Report
      2021 Research-status Report
  • [Presentation] Impact of Consumer Free Riding Behavior on Optimal Operation in Green Closed-Loop Supply Chain with Dual Channel2021

    • Author(s)
      Takuhiro Shimogama and Etsuko Kusukawa
    • Organizer
      The 26th International Conference on Production Reserach
    • Related Report
      2021 Research-status Report
  • [Presentation] Evolutionary Game Theoretic Analysis on Environmental Measures of Supply Chain Enterprises under Government Subsidy and Cap-and-Trade2021

    • Author(s)
      Haruki Suwa and Etsuko Kusukawa
    • Organizer
      The 26th International Conference on Production Reserach
    • Related Report
      2021 Research-status Report
  • [Presentation] Dual-Channel Green Supply Chain with Customer Purchasing Preference and Warranty Period2021

    • Author(s)
      Etsuko Kusukawa and Fumiya Yoshino
    • Organizer
      The 26th International Conference on Production Reserach
    • Related Report
      2021 Research-status Report
  • [Presentation] Closed-Loop Supply Chain Considering Subsidy, Tax and Warranty Period in Remanufacturing Activity2021

    • Author(s)
      Kazuomi Uchida and Etsuko Kusukawa
    • Organizer
      The 26th International Conference on Production Reserach
    • Related Report
      2021 Research-status Report
  • [Presentation] 炭素排出削減施策のもとでの小売-直販チャネルをもつグリーン・サプライチェーンの価格と炭素排出削減率の最適決定2020

    • Author(s)
      楠川恵津子,清光将生
    • Organizer
      公益社団法人 日本経営工学会(2020年6月予稿集のみ発行)
    • Related Report
      2020 Research-status Report
  • [Presentation] 使用済み製品の回収助成,税金と保証期間を考慮したクローズド・ループ・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2020

    • Author(s)
      内田一臣,楠川恵津子
    • Organizer
      公益社団法人 日本経営工学会(オンライン開催)
    • Related Report
      2020 Research-status Report
  • [Presentation] 政府の環境政策とソーシャル・ウェルフェアを考慮したグリーン・クローズド・ループ・サプライチェーンの最適運用定2020

    • Author(s)
      中谷貴人,楠川恵津子
    • Organizer
      公益社団法人 日本経営工学会(2020年 10月オンライン開催)
    • Related Report
      2020 Research-status Report
  • [Presentation] 顧客の購買嗜好と保証期間を考慮したデュアルチャネルをもつグリーン・サプライチェーンの最適運用とソーシャル・ウェルフェア評価2020

    • Author(s)
      楠川恵津子,吉野史也
    • Organizer
      公益社団法人 日本経営工学会(2020年 10月オンライン開催)
    • Related Report
      2020 Research-status Report
  • [Presentation] Optimal Operation in Closed-Loop Supply Chain with Product Life Cycle considering Time Efficiency of Profit2019

    • Author(s)
      Toki, Y. and Kuksukawa, E.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation of Supply Chain with a Hybrid Production Mode under Carbon Emissions and Cap-and-Trade Policy2019

    • Author(s)
      Nakatani, T. and Kusukawa, E.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation in a Dual-Channel Closed-Loop Supply Chain with Carbon Emissions and Cap-and-Trade Policy2019

    • Author(s)
      Imai, T. and Kusukawa, E.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation in a Green Supply Chain considering Carbon Emissions and Energy-Saving under Government’s Environmental Measures and Cost Sharing2019

    • Author(s)
      Shimogama, T. and Kusukawa, E.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation and Cost Sharing in a Dual-Channel Green Supply Chain considering Carbon Emissions under Government’s Environmental Measures2019

    • Author(s)
      Shimogama, T. , Kusukawa, E. and Kiyomitsu, M.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Evolutionary Game Theoretic Analysis for Carbon Tax, Subsidy and Penalty and Cap-and-Trade Policy2019

    • Author(s)
      Suwa, H. and Kusukawa, E.
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 炭素排出削減施策のもとでのグリーン・クローズド・ループ・サプライチェーン関連業者の行動戦略に対する進化的安定性の分析2019

    • Author(s)
      諏訪晴紀、楠川恵津子
    • Organizer
      日本経営工学会2019年秋季大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 炭素排出削減施策のもとでのグリーン・クローズド・ループ・サプライチェーン関連業者の行動戦略に対する進化的安定性の分析2019

    • Author(s)
      下釜拓大、楠川恵津子
    • Organizer
      日本経営工学会2019年秋季大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 炭素排出削減施策のもとでの小売-直販チャネルをもつグリーン・サプライチェーンの価格と炭素排出量の最適決定2019

    • Author(s)
      下釜拓大、楠川恵津子、清光将生
    • Organizer
      日本経営工学会2019年秋季大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Optimal Operation and Supply Chain Coordination in a Closed-Loop Supply Chain considering Quality of Recyclable Parts, Carbon Emission and Cap-and-Trade Policy2018

    • Author(s)
      Etsuko Kusukawa, Yoshihiko Nakayama
    • Organizer
      The 19th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Operation and Supply Chain Coordination in a Closed-Loop Supply Chain with Loss Averse Attitude for Uncertainties in Product Demand and Collection Quantity of Used Products2018

    • Author(s)
      Tomomi Imai, Masanari Yamamoto, Etsuko Kusukawa
    • Organizer
      The 19th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimal Pricing Strategies for a Retailer and Two Manufacturers under Nash and Stackelberg Game Strategies considering Customer Purchasing Preferences2018

    • Author(s)
      Masahiro Yamamoto, Etsuko Kusukawa
    • Organizer
      The 19th Asia Pacific Industrial Engineering and Management Systems Conferences
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 使用済み製品の回収と再資源化に利益損失のリスクを考慮したクローズド・ループ・サプライチェーンの最適運用2018

    • Author(s)
      楠川恵津子, 中山慶彦
    • Organizer
      平成30年度日本経営工学会春季研究大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 使用済み製品の回収と再資源化に利益損失のリスクを考慮したクローズド・ループ・サプライチェーンの最適運用2018

    • Author(s)
      楠川恵津子, 山本将成, 今井知美
    • Organizer
      平成30年度日本経営工学会春季研究大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 製品需要と使用済み製品の回収・再資源化に利益損失を考慮したクローズド・ループ・サプライチェーンの最適運用方策2018

    • Author(s)
      今井知美, 山本将成, 楠川恵津子
    • Organizer
      平成30年度日本経営工学会秋季研究大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 再生産と利益の時間効率を考慮した製品ライフサイクルをもつ製品の最適販売戦略2018

    • Author(s)
      土岐雄太, 楠川恵津子
    • Organizer
      平成30年度日本経営工学会秋季研究大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Optimal Operation of Supply Chain with a Hybrid Production Mode considering Customers Utility for Product Prices2017

    • Author(s)
      T. Imai and E. Kusukawa
    • Organizer
      The 18th Asia Pacific Industrial Engineering and Management Systems Conferences (Yogyakarta, Indonesia)
    • Related Report
      2017 Research-status Report
  • [Presentation] Optimal Operation and Supply Chain Coordination in a Closed-Loop Supply Chain with Loss Averse Attitude2017

    • Author(s)
      E. Kusukawa and Y. Paki
    • Organizer
      The 18th Asia Pacific Industrial Engineering and Management Systems Conferences (Yogyakarta, Indonesia)
    • Related Report
      2017 Research-status Report
  • [Presentation] Optimal Sales Strategies for Dual Channel under Cooperation and Competition considering Customers' Purchasing Preference and Delivery Lead Time of Product2017

    • Author(s)
      E. Kusukawa and S. Isozaki
    • Organizer
      The 18th Asia Pacific Industrial Engineering and Management Systems Conferences (Yogyakarta, Indonesia)
    • Related Report
      2017 Research-status Report
  • [Presentation] 価格に対する顧客効用を考慮したハイブリッド生産モードをもつサプライチェーンの最適運用方策2017

    • Author(s)
      今井知美,楠川恵津子
    • Organizer
      平成29年度日本経営工学会春季研究大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 不確実な製品需要量のもとでのクローズド・ループ・サプライチェーンの最適運用のためのリスク分析2017

    • Author(s)
      楠川恵津子,朴悠里
    • Organizer
      平成29年度日本経営工学会春季研究大会
    • Related Report
      2017 Research-status Report
  • [Book] Advanced Management Science and Its Applications2018

    • Author(s)
      Shin Yamaguchi, Etsuko Kusukawa (分担執筆)
    • Total Pages
      26
    • Publisher
      Izumi Syuppan
    • Related Report
      2018 Research-status Report
  • [Remarks] 大阪府立大学 第3学系群 電気情報系 楠川 恵津子

    • URL

      http://kyoindb.osakafu-u.ac.jp/html/100513_ja.html

    • Related Report
      2019 Research-status Report
  • [Remarks] 教員活動情報 楠川恵津子

    • URL

      http://kyoindb.osakafu-u.ac.jp/html/100513_ja.html

    • Related Report
      2018 Research-status Report 2017 Research-status Report
  • [Remarks] 楠川 恵津子 オフィシャル・ウェブサイト

    • URL

      http://opu-cms.osakafu-u.ac.jp/kusukawa/

    • Related Report
      2018 Research-status Report
  • [Remarks] 楠川 恵津子 オフィシャル・ウェブサイト

    • URL

      http://www.eis.osakafu-u.ac.jp/~kusukawa/

    • Related Report
      2017 Research-status Report

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Published: 2017-04-28   Modified: 2024-01-30  

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