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Spiral-Evolutional Production Scheduling System synchronized with improvement of Production and Business process

Research Project

Project/Area Number 15K01210
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionWaseda University

Principal Investigator

FUJIMURA SHIGERU  早稲田大学, 理工学術院(情報生産システム研究科・センター), 教授 (00367179)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords生産スケジューリング / 業務プロセス / 生産プロセス / カイゼン / スパイラル進化 / 実績収集 / Internet of Things / インダストリー4.0 / Internet of Things / IoT / インダストリー4.0
Outline of Final Research Achievements

This research aims to propose a spiral-evolutional production scheduling system which is built in synchronizing with improvement of production and business process itself. Spiral-evolution is a mechanism that a system changes itself to fit to surrounding environment which is affected by changes of business process and improvement of production process. A conventional production scheduling system has been built with specialized functions for each production and business process. On the other hand, if we use this proposed production scheduling system, firstly a system with simple functions is provided automatically, and evolved by using the spiral-evolutional mechanism. By using this evolutional mechanism, initialization and maintenance cost is reduced and this system can follow to any future changes.

Report

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

    (14 results)

All 2017 2016 2015

All Journal Article (1 results) Presentation (13 results) (of which Int'l Joint Research: 9 results)

  • [Journal Article] Localization Strategy for Island Model Genetic Algorithm to Preserve Population Diversity2017

    • Author(s)
      Gozali Alfian Akbar、Fujimura Shigeru
    • Journal Title

      Studies in Computational Intelligence

      Volume: 719 Pages: 149-161

    • DOI

      10.1007/978-3-319-60170-0_11

    • ISBN
      9783319601694, 9783319601700
    • Related Report
      2017 Annual Research Report
  • [Presentation] A Genetic Algorithm for Unrelated Parallel Machine Scheduling Minimizing Makespan Cost and Electricity Cost Under Time-of-use Tariffs with Job Delay Mechanism2017

    • Author(s)
      Bobby Kurniawan, Alfian Akbar Gozali, Wei Weng, Shigeru Fujimura
    • Organizer
      2017 International Conference on Industrial Engineering and Engineering Management (IEEM 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvements to genetic algorithm for flexible job shop scheduling with overlapping in operations2017

    • Author(s)
      He, Yiyong; Weng, Wei; Fujimura, Shigeru
    • Organizer
      16th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A hybrid MTS-MTO production model with a dynamic decoupling point for flexible flow shops2017

    • Author(s)
      Jia, Yanchao; Weng, Wei; Fujimura, Shigeru
    • Organizer
      16th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An improved teaching-learning-based optimization algorithm to solve job shop scheduling problems2017

    • Author(s)
      Li, Linna; Weng, Wei; Fujimura, Shigeru
    • Organizer
      16th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance analysis of localization strategy for island model genetic algorithm2017

    • Author(s)
      Gozali, Alfian Akbar; Fujimura, Shigeru
    • Organizer
      18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Increasing diversity and quality of students in Teaching-learning-based optimization algorithm to solve job shop scheduling problems2016

    • Author(s)
      Linna Li,Wei Weng,Shigeru Fujimura
    • Organizer
      平成28年 電気学会 電子・情報・システム部門大会
    • Place of Presentation
      神戸
    • Year and Date
      2016-08-31
    • Related Report
      2016 Research-status Report
  • [Presentation] Optimization of supply chain allocation problem in dynamic environment by NSGA-II2016

    • Author(s)
      Yifan Ye,Shigeru Fujimura,Wei Weng
    • Organizer
      平成28年 電気学会 電子・情報・システム部門大会
    • Place of Presentation
      神戸
    • Year and Date
      2016-08-31
    • Related Report
      2016 Research-status Report
  • [Presentation] Estimating Job Flow Times by Using an Agent-Based Approach2016

    • Author(s)
      Wei Weng, Shigeru Fujimura
    • Organizer
      5th International Congress on Advanced Applied Informatics
    • Place of Presentation
      Kumamoto, Japan
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Multi-agent Just-in-time Manufacturing Scheduling System for Dynamic Environment2016

    • Author(s)
      Yingzhe Jiang, Wei Weng, Shigeru Fujimura
    • Organizer
      5th International Congress on Advanced Applied Informatics
    • Place of Presentation
      Kumamoto, Japan
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] IoTを利用した生産プロセスにおける生産スケジューリング業務のありかた -Industrie4.0の生産スケジューリングシステム構築に向けて-2016

    • Author(s)
      藤村 茂,宮崎 知明
    • Organizer
      日本オペレーションズ・リサーチ学会 2016年春季研究発表会
    • Place of Presentation
      東京
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] Spiral-Evolutional Production Scheduling System2015

    • Author(s)
      Shigeru Fujimura, Wei Weng
    • Organizer
      2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-12-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 資源制約のあるフレキシブルフローショップスケジューリング問題の解法の比較2015

    • Author(s)
      徐芳芳,藤村 茂
    • Organizer
      スケジューリング・シンポジウム2015 (SS2015)
    • Place of Presentation
      東京
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report
  • [Presentation] Integrating Genetic Algorithm with Time Control for Just-In-Time Scheduling Problems2015

    • Author(s)
      Junru Chen, Wei Weng, Gang Rong, Shigeru Fujimura
    • Organizer
      15th IFAC Symposium on Information Control Problems in Manufacturing
    • Place of Presentation
      Ottawa, Canada
    • Year and Date
      2015-05-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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