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Use-case mode-driven development of smart manufacturing systems

Research Project

Project/Area Number 20K04234
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 18030:Design engineering-related
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Komoto Hitoshi  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (30613244)

Co-Investigator(Kenkyū-buntansha) 近藤 伸亮  東京大学, 大学院工学系研究科(工学部), 特任教授 (40336516)
木下 裕介  東京大学, 大学院工学系研究科(工学部), 准教授 (60617158)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2021: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2020: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsMulti Agent Simulation / Smart Manufacturing / Reference Architecture / Robot Process Automation / Sequence Diagram / IIRA / スマート製造 / モデルベース開発 / ユースケース / システムアーキテクチャ / 設計
Outline of Research at the Start

近年、高度に自動化された製造システムに情報通信技術や人工知能技術を融合したスマート製造システムの開発が進み、システムの開発・管理・利用・保全などに関わる事業者の役割を示した様々なユースケースが提案されている。本研究では、スマート製造システムのユースケースのモデルから、スマート製造システムを分析・評価できるシミュレーションモデルを生成する手法を開発し、そこで用いられるモデルとインタフェースの性質を明らかににする。そして、製造システムの運用時の情報を活用しサービスを提供するユースケースを構築・分析し、日本の製造装置メーカのサービス化を進めるためのスマート製造システムの要求仕様を明らかにする。

Outline of Final Research Achievements

This study had been conducted between 2020.04 and 2023.03 for three years. The research studies a process to develop smart manufacturing systems based on its use case description. The use case is described with UML sequence diagram, which represents the flows of physical objects and information. Each element is transformed to an agent of multi-agent simulation framework. In the framework, these agents interact one another to realize the flows of physical objects and information specified by the sequence diagram.

Academic Significance and Societal Importance of the Research Achievements

製造システムの開発プロセスのディジタル化・仮想化が推進される昨今、製造システムの使われ方や仕様を検討する段階において、製造システムの挙動を検証するシミュレーション技術には社会的なニーズが高い。また、製造システムのモデルベース開発という観点から、製造システムのモデルベース設計事例を複数件実施し、本課題が提案する手法の実現可能性を検証した点において、その学術的意義が認められる。

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (14 results)

All 2022 2021 2020

All Journal Article (7 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 7 results,  Open Access: 5 results) Presentation (7 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Digital Tools Integration and Human Resources Development for Smart Factories2022

    • Author(s)
      Sawada Hiroyuki、Nakabo Yoshihiro、Furukawa Yoshiyuki、Ando Noriaki、Okuma Takashi、Komoto Hitoshi、Masui Keijiro
    • Journal Title

      International Journal of Automation Technology

      Volume: 16 Issue: 3 Pages: 250-260

    • DOI

      10.20965/ijat.2022.p0250

    • ISSN
      1881-7629, 1883-8022
    • Year and Date
      2022-05-05
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Modeling environmental performance of manufacturing systems from semantic and computational aspects2022

    • Author(s)
      Komoto Hitoshi, Furukawa Yoshiyuki
    • Journal Title

      Procedia CIRP

      Volume: 107 Pages: 1011-1016

    • DOI

      10.1016/j.procir.2022.05.100

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Design space computation based on general design theory applied to knowledge formulation in simulation-based production planning2021

    • Author(s)
      Komoto Hitoshi
    • Journal Title

      CIRP Annals

      Volume: 70 Issue: 1 Pages: 107-110

    • DOI

      10.1016/j.cirp.2021.04.018

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Adaptive decision-making method of life cycle options by using process data collected over multiple life cycle stages2021

    • Author(s)
      Kondoh Shinsuke、Kishita Yusuke、Komoto Hitoshi
    • Journal Title

      Procedia CIRP

      Volume: 98 Pages: 382-387

    • DOI

      10.1016/j.procir.2021.01.121

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Library of facility models for structural and graphical definition of recycling system simulation considering information flows2021

    • Author(s)
      Komoto Hitohi、Matsumoto Mitsutaka、Kondoh Shinsuke
    • Journal Title

      Procedia CIRP

      Volume: 98 Pages: 187-192

    • DOI

      10.1016/j.procir.2021.01.028

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Scenario structuring methodology for computer-aided scenario design: An application to envisioning sustainable futures2020

    • Author(s)
      Kishita Yusuke、Mizuno Yuji、Fukushige Shinichi、Umeda Yasushi
    • Journal Title

      Technological Forecasting and Social Change

      Volume: 160 Pages: 120207-120207

    • DOI

      10.1016/j.techfore.2020.120207

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An evolvable model of machine tool behavior applied to energy usage prediction2020

    • Author(s)
      Komoto Hitoshi、Herrera German、Herwan Jonny
    • Journal Title

      CIRP Annals

      Volume: 69 Issue: 1 Pages: 129-132

    • DOI

      10.1016/j.cirp.2020.04.082

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Modeling environmental performance evaluation of manufacturing systems from semantic and computational aspects2022

    • Author(s)
      Komoto Hitoshi
    • Organizer
      The 55th CIRP Conference on Manufacturing Systems
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semi-automated visualization method of sustainability scenarios using natural language processing2022

    • Author(s)
      Tianzheng Gao, Yusuke Kishita, Yasushi Umeda
    • Organizer
      The 15th International Conference on EcoBalance 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analyzing information flow collected across planning and execution stages of machine tools operations2021

    • Author(s)
      Hitoshi Komoto
    • Organizer
      Proceedings of The 10th International Conference on Leading Edge Manufacturing(LEM21)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Recording of machine tool operation plan for the generation of the CNC programs of a parametric CAD model2021

    • Author(s)
      Hitoshi Komoto
    • Organizer
      Proceedings of The 10th International Conference on Leading Edge Manufacturing(LEM21)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Adaptive decision-making method of life cycle options by using process data collected over multiple life cycle stages2021

    • Author(s)
      Kondoh Shinsuke
    • Organizer
      The 28th CIRP Conference on Life Cycle Engineering
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Library of facility models for structural and graphical definition of recycling system simulation considering information flows2021

    • Author(s)
      Komoto Hitohi
    • Organizer
      The 28th CIRP Conference on Life Cycle Engineering
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] An evolvable model of machine tool behavior applied to energy usage prediction2020

    • Author(s)
      Komoto Hitohi
    • Organizer
      The 69th CIRP General Assembly
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2024-01-30  

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