Matsukawa Hiroaki

写真a

Affiliation

Keio Frontier Research & Education Collaborative Square (K-FRECS), K-FRECS at Shin-Kawasaki （Mita）

Position

Project Professor (Non-tenured)

External Links
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Career 【 Display / hide 】

  • 1992.04
    -
    1994.03

    東京工業大学工学部経営工学科, 助手

  • 1994.04
    -
    1995.03

    オリンパス光学工業(株)深釧工場行政部, 副経理

  • 1995.04
    -
    1995.09

    オリンパス光学工業(株)深釧工場, 行政部経理

  • 1995.10
    -
    1996.03

    オリンパス光学工業(株)深釧工場, 総経理助理

  • 1996.04
    -
    2000.09

    東京工業大学大学院社会理工学研究科, 専任講師

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Academic Background 【 Display / hide 】

  • 1989.04
    -
    1992.03

    Tokyo Institute of Technology, 理工学研究科, 経営工学専攻

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Academic Degrees 【 Display / hide 】

  • 博士（工学）, Tokyo Institute of Technology, Coursework, 1992.09

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Research Areas 【 Display / hide 】

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering

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Research Keywords 【 Display / hide 】

  • Supply Chain Management

  • Inventory control

  • Logistics

  • production management

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Research Themes 【 Display / hide 】

  • Supply Chain Disruption Risk Management System, 

    2013.04
    -
    2018.03

    　View Summary

    天災や人災によりサプライチェーンが途絶することがある．発生確率は小さいが，甚大な直接，間接被害をもたらし，企業は倒産に至ることがある．サプライチェーン見える化をベースに，リスク構造の解明，レジリエンス構造の構築方法，ロバストサプライチェーン構築方法，途絶を考慮した安全在庫の計算方法とその動的配置方法を，科学的・工学的手法開発し，マネジメントの原理原則を明らかにする．

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Proposed Theme of Joint Research 【 Display / hide 】

  • 物流システムの構築

    Interested in joint research with industry (including private organizations, etc.),  Desired form： Technical Consultation, Funded Research, Cooperative Research

    　View Summary

    製造業における物流システムは，社内物流と社外物流に分類されます．一方，流通業における物流システムは，包装，倉庫，輸配送に分類することもできます．それぞれを独立に考えることもできますが，デジタル連携を通じて，さらなる効率向上ができることを示し，物流戦略と合わせて，システム構築の方法を提案します．

  • 生産管理システムの構築

    Interested in joint research with industry (including private organizations, etc.),  Desired form： Technical Consultation, Funded Research, Cooperative Research

    　View Summary

    生産管理システムでは需要予測，在庫管理，生産スケジューリング，設備管理，労務管理，作業改善などを同時に考える必要があります．これらを総合的に考慮して生産管理を行うことで，生産リードタイムを短縮し，生産効率を向上させることができます．情報システムは道具であり，道具をどう使うかがポイントになります．

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Books 【 Display / hide 】

  • サプライチェーンサイエンス

    Hopp Wallace J, 松川 弘明, 佐藤 知一, 近代科学社, 2023.06

  • サプライチェーン情報バンク：協力が競争力を創生する

    松川弘明, 日本マネジメント研修センター, 2021.01,  Page： 100

  • "サプライチェーン情報バンク 研究会報告書"

    松川弘明, 小林史男, 岡村 正, JMFI, 2019.03,  Page： 80

  • Supply Chain Risk Management and Humanitarian Logistics

    Kubo M. Matsukawa H. et. al., 近代科学社, 2015.09,  Page： 273

  • サプライチェーンマネジメント入門

    CAO DE-BI, 朝倉書店, 2008

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Papers 【 Display / hide 】

  • A Research on Visualization System for Agricultural Product Supply Chain

    JIN Guixiang, NAKATSUKA Akihiro, MATSUKAWA Hiroaki

    Innovation and Supply Chain Management （Japan Management Training Center)  17 （ 3 ） 131 - 137 2023.09

    ISSN  21870969

    　View Summary

    <p>Freshness of agricultural products is very important for health of customers and profit of farmers. In this paper,we deal with vegetable supply chain including production activities such as planting, mowing, fertilization, harvesting and distribution activities such as transportation from farm to distribution center, distribution center to retailer, restaurants,and consumers. There are hundreds of tons waste throughout the supply chain including consumption every year, and it becomes big social problem in Japan. In this paper, aiming to reduce waste of vegetables and other fresh agricultural products, we develop a visualization system of vegetables where those production activities are recorded using sensing technology, and demonstrated to buyers ahead of bidding in the distribution center. Since those production activities were carried out according to GAP (good agricultural practices) standards, buyers may correctly determine quality of the agricultural product ahead of harvest and put there bidding price before harvest. This is an assumption in this paper, which means that agricultural product could be harvested after demand is determined, or the harvesting activities performed for the fixed order, i.e., harvest to order (HTO). Through POC (proof of concept) of the system, we found that the visualization system can contribute to reduction of waste more than 15% same time it can generate GAP report automatically whenever it necessary according to the recorded data.</p>

  • Research on Product Platform Configuration with Module Options

    WANG Ting, JIN Guixiang, MATSUKAWA Hiroaki

    Journal of Japan Industrial Management Association （Japan Industrial Management Association)  73 （ 2E ） 92 - 103 2022.07

    ISSN  13422618

    　View Summary

    <p>Platform-based product development has been regarded as a cost-efficient approach to handle wide product variety. The key to successful platform-based product development is finding the best combination of the platform configuration and modular design. Most research papers have focused on product platform configuration with a given module set without considering operation costs including the design cost, procurement costs and inventory costs. A new model is proposed in order to determine the optimal product platform configuration for a given external product family considering the vertical and horizontal selection of a module with multiple options and operation costs. The demand for the external product family is unknown, and normal distribution has been assumed. The module acquisition lead time varies along with the module acquisition amount and the transportation time. A hybrid methodology combining a simulated annealing and VNS (variable neighborhood search) is proposed and applied to solve the proposed model. Numerical examination was carried out for the purpose of evaluation. The results show that the proposed model can provide an optimal solution. This research makes two main contributions: the vertical and horizontal selection process of module options and the consideration of operation cost of module acquisition in product platform configuration.</p>

  • Integrating optimal configuration of product platform and supplier selection in mass customization

    WANG Ting, WANG Jian, MATSUKAWA Hiroaki

    Journal of Advanced Mechanical Design, Systems, and Manufacturing （The Japan Society of Mechanical Engineers)  16 （ 5 ） JAMDSM0060 - JAMDSM0060 2022

    ISSN  1881-3054

    　View Summary

    <p>Platform-based Product Development (PPD) approach is an effective way to achieve mass customization. The product platform configuration in PPD is to determine the number and composition of platforms for a product family. Different types of design strategy have often been found to satisfy product requirements, i.e., the matching-designed with higher platform development cost and lower customization cost, the over-designed or under-designed platforms with different performance in these two types of cost. Traditional research balances the cost trade-off within the design domain, and few studies include the procurement cost from suppliers. Involving the supplier selection requirements into product platform configuration was examined in this study with focus on module-based platforms. The proposed model contains development cost, sourcing cost, and customization cost, under given product architecture and given number of modules and associated options. We developed a solving algorithm applying the linearization method with Gurobi solver to solve the proposed nonlinear MIP (mixed integer programming) model. Numerical experiments are carried out and sensitivity analyses are performed to justify the proposed model. The results show that the optimal combination of suppliers and the optimal number of platforms depends on the given parameters, such as various cost parameters included in the model, product demand and lifetime. Sensitivity analyses show that the optimal number of product platforms will decrease as the development cost increases, while the number of platforms increases as the customization cost increases. The over-designed platform is more prevalent in the presence of high development cost and high customization cost. In contrast, the matching-designed platform is more suitable for low development cost and high customization cost.</p>

  • Product platform configuration decision in NPD with uncertain demands and module options

    Wang T., Wang J., Jin G., Matsukawa H.

    International Journal of Production Research （International Journal of Production Research)  61 （ 19 ） 6336 - 6355 2022

    ISSN  00207543

    　View Summary

    Platform-based product development is a cost-efficient approach to satisfy wide range of customer preferences. One important problem is the product platform configuration, in which two types of platform configuration are widely used, either module selection or module integration. The platform configuration based on module selection provides a broader solution space of platform selection, while module integration facilitates product platform commonality to gain economic benefits. Up to date, most research focused on the platform configuration based on module selection with a given module set. In this paper, we propose a new model to determine the optimal platform configuration for an external product family, considering both module selection and integration. The demand for the external product family is uncertain and assumed to follow normal distribution. A hybrid methodology combining simulated annealing and variable neighbourhood search is proposed. A numerical examination is carried out for the purpose of evaluation. The results show that the proposed model can provide a practically good solution. Main contributions of this research are two folds, one is the balance point between module selection and module integration in the platform configuration and the other is that we take into account the operation cost of module acquisition to the platform configuration problem.

  • A Research on Two-Stage Production Line Building Problems for Processed Cheese Manufacturing

    MATSUMOTO Takao, KUBODERA Shizuka, SHIDA Keisuke, MATSUKAWA Hiroaki

    Journal of Japan Industrial Management Association （Japan Industrial Management Association)  72 （ 1 ） 65 - 74 2021

    Joint Work,  ISSN  13422618

    　View Summary

    <p>Production line design is one of the important research topics for constructing smart factories. Many research papers have been published concerning smart factories; however, most of them are focus on subjects such as automation, IoT (Internet of Things), AI (Artificial Intelligence) and other new technologies that are introduced to increase the efficiency of existing manufacturing lines based on the so-called philosophy of " status-quo improvement ". In this research, we consider a design problem for a new production line taking into consideration investment cost, operation cost, synchronization penalty and flexibility penalty. We emphasize synchronization and flexibility as new key performance indices to evaluate the level of intelligenced to the smart factory, in which a multiple number of equipment in two production processes can provide the proper number of combinations to satisfy the external demand remove. Based on a real case involving a major player in the dairy product processing industry in Japan, we focus on two core production processes in a processed cheese manufacturing line; melting process and filling process. We design the process to include investing in a multiple number of machines with different capacities, while minimizing the total cost giving consideration to investment, operations, synchronization and flexibility. Two types of decision variables are introduced representing investment and operation. Through numerical experiments and the case study, we show that the proper number of equipment and capacity can be obtained applying the proposed model. The proposed model can also be applied to those companies considering further investment in factory or production line.</p>

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Papers, etc., Registered in KOARA 【 Display / hide 】

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Reviews, Commentaries, etc. 【 Display / hide 】

  • サプライチェーン情報バンク -「情報共有」という最適解 --

    松川弘明

    リスクマネジメント TODAY (RIMS)  128 ( 128 ) 10 - 13 2021.09

    Article, review, commentary, editorial, etc. (other), Single Work

  • Editorial

    Matsukawa H., Weng J.

    Journal of Japan Industrial Management Association (Journal of Japan Industrial Management Association)  72 ( 4E )  2021

    ISSN  13422618

  • 主張／日本型スマート工場で勝つ

    松川弘明

    日刊工業新聞 (日刊工業新聞社)   2020.09

    Article, review, commentary, editorial, etc. (trade magazine, newspaper, online media), Single Work

  • "次世代スマート工場の エンジニアリング手法の確立に向けて"

    松川弘明

    ENAAレポート (エンジニアリング協会)   ( 154 ) 24 - 25 2020.01

    Article, review, commentary, editorial, etc. (other), Single Work

  • Industry4.0 and Production Economics

    Matsukawa H, Minner S, Nakashima K

    International Journal of Production Economics (International Journal of Production Economics)  226 2020

    Other, Joint Work,  ISSN  09255273

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Presentations 【 Display / hide 】

  • DX方法論

    松川弘明

    JMFI新春賀詞交換会 (東京) , 

    2022.01
    , 

    Oral presentation (invited, special), 日本マテリアル研究センター

    　View Summary

    DXの方法論には固有技術として自動化と情報技術があるが、DXを成功させるためには現状打破的に自動化技術と情報技術を活用する必要があり、それには管理技術が必要不可欠である。

  • サプライチェーン見える化システムによる途絶リスク対策

    松川弘明

    経団連「サプライチェーンDXウェビナー」, 

    2021.03
    , 

    Oral presentation (invited, special)

  • サプライチェーン情報データバンク構想について

    松川弘明

    JMFI会員企業交流会, 

    2019.11
    , 

    Oral presentation (keynote)

  • サプライチェーンのデータ連携を可能にする〝SC情報バンク構想″について

    松川弘明

    JMFI年次総会, 

    2019.08
    , 

    Oral presentation (keynote)

  • サプライチェーン情報バンク

    松川弘明

    アジアシームレス物流展, 

    2019.05
    , 

    Oral presentation (keynote)

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Research Projects of Competitive Funds, etc. 【 Display / hide 】

  • A Research on Integrated Scheduling Method Synchronizing Flowshop and Jobshop

    2021.04
    -
    2024.03

    Keio University, Grants-in-Aid for Scientific Research, 松川 弘明, Grant-in-Aid for Scientific Research (C), No Setting

    　View Summary

    モジュール製造工場における生産効率を上げるためには，組立ラインのフローショップスケジュールと部品加工におけるジョブショップスケジュールを同期化する必要がある．生産計画を作成するとき，BOM（bill of material）を用いて従属需要が計算され，MRPロジックを用いて日程計画が作成されるが，スケジューリングで実行不可能になることがある．本研究では，日程計画の段階で加工における設備の使用順序を考慮し，ジョブショップスケジューリングとフローショップスケジューリングを統合したスケジューリングモデル，および日程計画とジョブショップスケジューリングを統合したスケジューリングの手法を開発する．

  • SC途絶リスクマネジメントの方法論およびシステム構築に関する研究

    2013.04
    -
    2018.03

    JSPS, Grant-in-Aid for Scientific Research, Hiroaki Matsukawa, Research grant, No Setting

    　View Summary

    サプライチェーン途絶により直接・間接被害が発生し，特に間接被害額を推定することは難しく，想定外の災害が発生した際にサプライチェーン全体の間接被害をなくすための理論研究およびシステム開発である．

  • A Research on Demand Forecasting and Supply Contract Support System Development for Innovative Product

    2009.04
    -
    2011.03

    Research grant, Principal investigator

  • Future Logistics System Utilizing an Integrated Home Network System with IT Appliance and RFID

    2004.04
    -
    2006.03

    Research grant, Principal investigator

  • Integrated Logistic System of Delivery and Pickup Planning under Stochastic Demand Condition

    2002.04
    -
    2003.03

    Research grant, Principal investigator

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Awards 【 Display / hide 】

  • 学会賞（学術）

    2015.05, 日本経営工学会, 生産物流研究における顕著な功績

  • 研究奨励賞

    圓川隆夫，伊藤謙治, 1993.05, 日本経営工学会, 1992年度論文賞（若手）

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Other 【 Display / hide 】

  • 「知能化」で産業振興

    2020年08月

    　View Details

    エンジ協会、次世代スマート工場の研究活動進む　「知能化」で産業振興

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Courses Taught 【 Display / hide 】

  • OPERATIONS MANAGEMENT

    2024

  • SEMINAR IN INDUSTRIAL AND SYSTEMS ENGINEERING

    2023

  • PROJECT MANAGEMENT

    2023

  • PRODUCTION MANAGEMENT

    2023

  • OPERATIONS MANAGEMENT

    2023

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Courses Previously Taught 【 Display / hide 】

  • 実験演習I

    Keio University

    2017.04
    -
    2018.03
    , 

    Full academic year, Laboratory work/practical work/exercise, Lecturer outside of Keio, 110people

  • プロジェクトマネジメント

    Keio University

    2017.04
    -
    2018.03
    , 

    Autumn Semester, Lecture, Within own ｆaculty, 2h, 60people

  • IE特論

    Keio University

    2017.04
    -
    2018.03
    , 

    Autumn Semester, Lecture, Lecturer outside of Keio

  • インダストリアルエンジニアリング

    Keio University

    2017.04
    -
    2018.03
    , 

    Spring Semester, Lecture, Lecturer outside of Keio, 2h, 110people

  • Operations Management

    Keio University

    2017.04
    -
    2018.03
    , 

    Spring Semester, Lecture, Within own ｆaculty, 2h, 30people

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Social Activities 【 Display / hide 】

  • International Journal of Production Economics

    2014
    -
    Present

    　View Summary

    Editor

  • 日本マネジメント研修センター

    2012.01
    -
    2015.12

  • ISO/IEC JTC1/SC31　RFID標準化委員会

    2010.06
    -
    2019.09

  • Information

    2010.04
    -
    2020.01

  • 国土交通省港湾IT戦略委員会

    2010
    -
    2011
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Memberships in Academic Societies 【 Display / hide 】

  • スケジューリング学会, 

    2004.09
    -
    Present

  • Informs, 

    2001.01
    -
    Present

  • Japan Industrial Management Association, 

    1991.06
    -
    Present

  • Japan Operations Research Society, 

    1991.06
    -
    Present
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Committee Experiences 【 Display / hide 】

  • 2021.06
    -
    Present

    議長, JMFI事業開発推進会議

  • 2019.06
    -
    2021.05

    会長, 日本経営工学会

  • 2018.04
    -
    Present

    主査, ENAA次世代スマート工場のエンジニアリング手法研究会

  • 2016.04
    -
    2021.03

    副委員長, 大学評価・学位授与機構学位審査会社会システム工学専門委員会

  • 2016.04
    -
    2017.03

    委員, 日本学術振興会科学研究費委員会挑戦的研究部会

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