Degree

Research History

Education

Awards

• 学生発表優秀賞（2025-07）
• Distinguished Young IEOM Researcher Award（2024-09）
• Excellent Paper of Special Session（2023-12）
• 2023 IFPR Early Career Researchers Mentoring Award（2023-07）
• Outstanding Paper Award（2018-07）
• Best Poster Award（2018-04）
• President Award（2017-03）
• 目黒会賞（2017-03）
• President Award（2016-03）
• Outstanding Student Award（2015-03）

Others

Papers

• Global Supply Chain Network Design Under Cap-and-Trade System and Analysis of Carbon Price and Emission Allowance（2025-04） [DOI] [Othres link]
• 2-Stage Design of E-Moped-Sharing Service for Accessibility, Greenhouse Gas Emissions, and Cost Through Station and Supplier Selections（2025-03-25） [DOI] [Othres link]
• 生徒間交流の促進と円滑な学級運営を両立する座席配置モデルの構築（2025-02）
• Carbon Tax Refund System for Recycling in Reverse Supply Chain Network to Minimize GHG Emissions and Costs（2024-12-17） [DOI] [Othres link]
• Upgrade-remanufacturing decision method of EOL products using bi-objective optimization for GHG saving rate and profit（2024-11） [DOI] [Othres link]
• Modeling Individual Carbon Cap-and-Trade Systems Across Nations to Design Global Supply Chain Networks（2024-09-10） [DOI]
• Comparison of Different Procurement Options and Influence on Greenhouse Gas Emissions: Case of Bochum City（2023-12）
• Design of a robust closed-loop supply chain with backup suppliers under disruption scenarios（2023-09） [DOI] [Othres link]
• Utilization of Free Trade Agreements to Minimize Costs and Carbon Emissions in the Global Supply Chain for Sustainable Logistics（2023-06-01） [DOI] [Othres link]
• Integrating Global and Closed-Loop Supply Chains to Minimize Costs and GHG Emissions using LPP（2023-03）
• Designing Individual Material Recovery in Reverse Supply Chain Using Linear Physical Programming at the Digital Transformation Edge（2022-01） [DOI] [CiNii Research] [Othres link]
• Sustainability Assessment of Reuse and Recycling Management Options for End-of-Life Computers-Korean and Japanese Case Study Analysis（2021-09） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Disassembly system design and analysis with environmental and economic parts selection using life cycle inventory database by input-output tables（2021-07） [DOI] [Scopus] [Scopus]
• リバース型フルフィルメントプロセスの機械学習を用いた分析プロジェクトの事例研究 : 商品分類およびリードタイムの予測と可視化—（2021-02） [CiNii Books] [CiNii Research] [Othres link]
• Remanufacturing Option Selection with Disassembly for Recovery Rate and Profit（2020-11） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Collaboration Strategy for a Decentralized Supply Chain Using Linear Physical Programming（2020-09） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Decision support model of environmentally friendly and economical material strategy for life cycle cost and recyclable weight（2020-06） [DOI] [Web of Scientce] [Scopus] [Scopus] [ResearchMap]
• Development of a Decision Support Tool for GHG Emissions and Procurement Costs with Material Recommendation（2020-04） [DOI] [CiNii Research] [Othres link] [Othres link] [ResearchMap]
• Design of disassembly-to-order system for reused components and recycled materials using linear physical programming（2020-04） [DOI] [Scopus] [Scopus] [ResearchMap]
• Comparison of Korean, Japanese and German Cases by Life Cycle Option Selection for Material-based CO2 Saving Rate and Cost（2020-03）
• Collaboration Method of Single-Vendor Multi-Buyer Supply Chain using Multi-Player Linear Physical Programming（2019-12）
• Analysis of Economical Material-Based GHG Recovery and Reduction by Integrated Supplier and Disassembly Part Selections: Cell Phone Case Study（2019-11）
• Designing Reverse Supply Chain Network with Costs and Recycling Rate by Using Linear Physical Programming（2019-11） [DOI] [CiNii Research] [Othres link]
• Design problem of economic carbon recovery and reduction by integrated supplier and disassembly part selections（2019-10） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Problem of disassembly-to-order system for recycling rate and profit using linear physical programming（2019-08） [DOI] [Scopus] [Scopus] [ResearchMap]
• Linear Physical Programming Iteration Method of Multi-Player Multi-Objective Decision Making Supply Chain（2019-08） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Control Method of Effect of Robust Optimization in Multi-Player Multi-Objective Decision-Making（2019-07） [DOI]
• Life cycle option selection of disassembly parts for material-based CO2 saving rate and recovery cost: Analysis of different market value and labor cost for reused parts in German and Japanese cases（2019-07） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Green Procurement Decisions with Carbon Leakage by Global Suppliers and Order Quantities under Different Carbon Tax（2019-07） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Integrated Design Concept for Reduction of CO2 Emission and Disposal Weight with Modularization Approach（2019-04） [ResearchMap]
• GHG 排出量とコストを持つグローバル調達における発注量決定法（2019-02）
• Disassembly Reuse Part Selection for Recovery Rate and Cost with Lifetime Analysis（2018-11） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Effect of Robust Optimization Approach on Multi-Player Multi-Objective Production Planning Problem using Linear Physical Programming（2018-10）
• Multi-Criteria Disassembly-To-Order System for Components and Materials with Limited Supply, Stochastic Yields and Quantity Discount（2018-10） [ResearchMap]
• Analysis of cost effectiveness by material type for CO2 saving and recycling rates in disassembly parts selection using goal programming（2018-07） [DOI] [Scopus] [Scopus] [ResearchMap]
• Mathematical Modeling of Multi-player Multi-objective Decision Making by Linear Physical Programming（2018-07） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Linear physical programming approach for environmentally friendly and economical material selection（2018-05） [Scopus] [Scopus] [ResearchMap]
• Material Selection for Cost, Disposal Weight and GHG emissions by Linear Physical Programming（2018-04）
• Disassembly Parts Selection for Material-based CO2 Saving Rate and Cost Considering Reuse（2017-10）
• Process integration concept for waste reduction among manufacturing planning, modularization and validation（2017-09） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Disassembly parts selection for recovery rate and cost considering reuse（2017-07） [Scopus] [Scopus]
• Linear Physical Programming Oriented Approach of Reverse Supply Chain Network Design for Costs and Recycling Rate（2017-07） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Modeling of Alternative Material Selections for Environmentally-Friendly and Economical Assembly/Disassembly Evaluations（2017-03）
• Analysis of material based GHG emissions and costs for assembly products using Asian lifecycle inventory databases: cell phone case study（2017-03） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Pricing Decision Models for Remanufactured Short-Life Cycle Technology Products with Generation Consideration（2017-03） [DOI] [Web of Scientce] [Scopus] [Scopus]
• リバース・サプライチェーンネットワークの設計と素材再生分析（2017-02） [CiNii Research] [Othres link] [Othres link]
• Environmental and Economic Disassembly Parts Selection Design for Recycling, CO2 Saving Rates and Cost by Goal Programming（2016-10）
• Decision making within the conceptual design phase of eco-friendly products（2016-10） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Disassembly parts selection and analysis for recycling rate and cost by goal programming（2016-07） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Disassembly Parts Selection for Environmental Loads and Cost by Goal Programming（2016-03）
• 製品の違いを通じた組立・分解システムの比較考察によるボトルネック作業の特定とその改善方法（2016-02） [CiNii Research] [Othres link] [Othres link]
• 製品・生産設計間における組立および分解の作業とシステムの比較分析に関する事例研究（2015-10） [CiNii Research] [Othres link] [Othres link]
• Analysis of Environmental and Economic Disassembly Parts Selection by Goal Programming（2015-09） [DOI] [Web of Scientce] [Scopus] [Scopus]
• Disassembly System Design with Environmental and Economic Parts Selection using Goal Programming（2015-06）
• A Multi-objective Problem for Product and System Design in Assembly and Disassembly（2015-03）

Misc

• Satisficing Environmental and Economic Indexes towards Sustainable Manufacturing（2024-01）
• Construction of IoT Business Model for Glocal Supply and Remanufacturing Chains with Carbon Tax and Economic Partnership（2020-10-15） [DOI] [CiNii Books] [CiNii Research] [Othres link] [Othres link]

Presentations

• Design of Multi-Criteria Decision Making Model for Global and Closed-Loop Supply Chain Networks Considering GHG Emissions, Recycling Rate, and Costs Using Linear Physical Programming（2025-09）
• Case study of Bochum and Chofu City in Installing E-Moped Sharing Service for Accessibility, Greenhouse Gas Emissions, and Cost（2025-09）
• レゴブロック車と加速度センサによる中古車補償不正のデータ収集実験と機械学習適用（2025-07）
• Global Decarbonized and Closed-Loop Supply Chain Network Under Carbon Tax Levy and Refund（2025-07）
• Disassembly System Design with Cybersecurity Risk in Remanufactured Products to Maximizing Recovery Rate and Profit（2025-06）
• Designing Global Supply Chain Network Under Carbon Border Adjustment Mechanism for Low-Carbon Economy（2025-06）
• カーボンニュートラルとサーキュラーエコノミーの潮流と課題―サプライチェーンと分解生産システムの統合による資源循環―（2025-02）
• Carbon Reduction Design Under Carbon Tax Levy and Refund Policy in Global Closed-Loop Supply Chain Network（2024-10）
• Disassembly Production Design to Combat Information Security Risks in Remanufactured IoT Products（2024-10）
• 再製造品の補償不正発見器開発のためのデータ収集と実験計画（2024-10）
• Sustainable Manufacturing Challenges and Approaches: Material Circulation with Integration of Supply Chain and Disassembly（2024-09）
• Upgrade-Remanufacturing Option Selection for GHG Saving Rate and Profit Using 0-1 Integer Programming（2024-06）
• Carbon Tax Refund Model of Reverse Supply Chain Network to Maximize GHG Reduction and Minimize Costs（2024-06）
• 2-Stage Planning of E-moped Sharing Service and Analysis of GHG Emissions, Cost and Accessibility（2024-05）
• サステナブル生産のための環境負荷とコストの多目的評価（2024-01）
• Mix and Single Carbon Policy Evaluations for Cost-Effectiveness of GHG Reduction in Global Supply Chain Network（2023-12）
• 温室効果ガスの回収による炭素税還付を考慮したリバースサプライチェーンネットワークのモデル化（2023-10）
• 環境負荷と経済性を考慮したライフサイクルオプション選択に関する一考察（2023-10）
• セル生産の作業者配置における検証実験の設計と有効性の検証に関する研究（2023-10）
• Remanufacturing and Warranty Service Design to Deal with Security Issues towards Circular Economy
• サーキュラーエコノミー志向の生産・サービスシステムのためのセキュリティ課題（2023-06）
• 円滑な学級運営のための座席配置の最適化（2023-06）
• 炭素税と環太平洋経済連携協定を考慮したグローバル・サプライチェーンネットワークの設計（2020-06）
• ウェブ古着再生販売のビジネスプロセスの可視化に関する事例研究（2020-03）
• 機械学習を用いた再生販売プロセスのリードタイム予測に関する事例研究（2019-11）
• Sustainability of Material and Component for Disposal and Greenhouse Gas Reductions by Disassembly using Multi-Objective Decision Makings（2019-10）
• 機械学習を用いた再生販売プロセスのリードタイム分析について（2019-09）
• Concept of Material Recovery Planning with CO2 Emissions, Recycling Rate and Cost in Design, Assembly and Disassembly（2019-09）
• Challenges of Material Recovery Planning with Multi Criteria Decision Making for Recycling Rate, CO2 Emissions and Cost among Design, Assembly and Disassembly（2019-07）
• 製品のモジュール化と素材選択を考慮した分解生産システムの設計課題（2019-03）
• 線形物理的計画法によるコストと環境負荷を考慮した受注分解システムの生産計画について（2019-03）
• Solving the Disassembly-To-Order Problem for Components and Materials under Stochastic Yields, Limited Supply, and Quantity Discount using Linear Physical Programming（2018-10）
• Multiple-criteria Decision Making for Environmentally Friendly and Economical Material Selection（2018-09）
• 多目的問題への物理的計画法の適用（2018-05）
• Effects of Different Carbon Tax among Asian Countries on Low-carbon and Economic Supplier Selection（2018-04）
• Design of Multi-player Multi-objective Decision Support System using a Linear Physical Programming Approach（2018-04）
• Design Problem of Reverse Supply Chain Network for Cost, Recycling Rate and Recovered Material Weight using Linear Physical Programming（2018-03）
• ERPコンピエールを用いた環境経営情報のモデル化（2017-11）
• Environmentally Friendly and Economically Decision Support Tool for Alternative Material Selection
• 環境負荷およびコストを持つ組立・分解システムのモデル化と素材選択（2017-03）
• リユースを考慮した分解部品選択問題（2017-03）
• ライフサイクルインベントリデータベースを用いたアジア製組立製品のサプライヤー選択（2016-11）
• Effect on Assembly/Disassembly Costs by Environmentally Friendly Material Selection（2016-10）
• Material Analysis of Disassembly Parts Selection for CO2 Saving Rate and Recycling Costs by Goal Programming（2016-08）
• 製品改善案を持つ組立・分解システム設計の統合と課題について（2016-05）
• 組立・分解システム設計の統合化による代替製品設計案の評価と課題（2016-03）
• Disassembly Parts Selection for Recycling Rate and Cost by Goal Programming（2015-10）
• 製品の違いによる作業コストと組立・分解システムの比較考察（2014-11）

Books and Other Publications

• Building Resilience into Production: Contemporary Challenges for the Future. ICPR 2023（2025-08）
• 20th Global Conference on Sustainable Manufacturing”, Lecture Notes in Mechanical Engineering（2025-06）
• Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order（2024-12） [DOI]
• Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order（2024-12） [DOI]
• Proceedings of industrial engineering and management : International Conference on Smart Manufacturing, Industrial and Logistics Engineering and Asian Conference of Management Science and Applications（2024-05） [DOI] [CiNii Books]
• Responsible Manufacturing: Issues Pertaining to Sustainability（2019-02） [ResearchMap]
• Technologies and Eco-innovation towards Sustainability II（2019-01）

Works

Research Projects

Media Coverage

Industrial Property Rights

Professional Memberships

• The Japanese Society of Insurance Science
• The Society of Plant Engineers Japan
• The Operations Research Society of Japan
• The Institute of Life Cycle Assessment, Japan (ILCAJ)
• Japan Industrial Management Association

Committee Memberships

Teaching Experience

• Advanced Manufacturing Systems Engineering
• Management Science and Social Informatics Laboratory
• Introduction to Operations Research
• Computer Literacy
• Mathematics for Information Processing
• Inferential Statistics
• Information Security
• Fundamental Practice of Informatics
• Computer Programming Practice Ⅰ
• Practice in Information Processing Ⅰ
• Freshman Seminar
• Seminar for Graduation Thesis
• 計算機実習II

Social Contribution

Academic Contribution

• Gust editor "ACMSA 2023 Sustainable Manufacturing and Services through AI and Mathematical Collaboration to Meet Sustainable Development Goals" in Asian Journal of Management Science and Applications
• Journal of Advanced Mechanical Design, Systems and Manufacturing
• Journal of Japan Industrial Management Association