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Dynamic Robust Mixed Production Planning using Baysian Network for Worker Skill Management

Research Project

Project/Area Number 26350442
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

KATAOKA Takayuki  近畿大学, 工学部, 准教授 (40411649)

Co-Investigator(Renkei-kenkyūsha) TAKAHASHI Katsuhiko  広島大学, 工学研究院, 教授 (00187999)
MORIKAWA Katsumi  広島大学, 工学研究院, 准教授 (10200396)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords経営工学 / 生産システム / ロバスト / 混成 / ベイジアン / 作業スキル / 作業者スキル
Outline of Final Research Achievements

Recently, not only the skill management but also the management of technology knowhow are focused on the manufacturing industry. However, the modelling researches regarding the management of technology have not been found out enough yet. This paper aims to propose a new mixed integer programming model to solve simultaneously 2-type cell production systems; line and cell by a reconfigurable labour-intensive manufacturing. Almost all manufacturing sites have the traditional assembly lines separately where one or several operators carry out parts/all of the operations in a cell. On the other hand, some advanced manufacturing sites have adopted both of them in order to absorb variability of demand and operators under the environment of limited multi-skilled operators. Therefore, this paper tackled to propose an operator assignment model in reconfigurable labour-intensive manufacturing cells.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (14 results)

All 2017 2016 2015 2014 Other

All Journal Article (8 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 7 results,  Open Access: 1 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] 常時混流方式と品種別段取時間を考慮したラインセル転換モデル2017

    • Author(s)
      片岡隆之,森川克己,高橋勝彦
    • Journal Title

      日本ロジスティクスシステム学会誌

      Volume: 16

    • NAID

      40022271719

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Multi-Objective Optimization Model to Minimize Temporary Workers Considering the Difficulty of Tasks and the Variety of Cycle Time2017

    • Author(s)
      Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi
    • Journal Title

      Asia-Pacific Journal of Industrial Management

      Volume: 10

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] A multi-objective optimization model to minimize temporary workers considering the difficult of tasks2016

    • Author(s)
      Takayuki Kataoka, Katsumi Morikawa and Katsuhiko Takahashi
    • Journal Title

      Proc. of the 13th International Conference on Industrial Management

      Volume: 1 Pages: 366-373

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An operator assignment model in reconfigurable labour-intensive manufacturing cells2016

    • Author(s)
      Takayuki Kataoka, Katsumi Morikawa and Katsuhiko Takahashi
    • Journal Title

      Proc. of the 17th Asia Pacific Industrial Engineering & Management Systems Conference

      Volume: 1 Pages: 62-69

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Comprehensive Analysis to Achieve Sustainable Production Planning in Uncertain Environments2015

    • Author(s)
      Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi
    • Journal Title

      International Journal of Japan Association for Management Systems

      Volume: 7 Issue: 1 Pages: 25-30

    • DOI

      10.14790/ijams.7.25

    • NAID

      130005118177

    • ISSN
      1884-2089, 2188-2460
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A mixed integer programming model to minimize the number of operators in labour-intensive manufacturing cells2015

    • Author(s)
      Takayuki Kataoka, Stefan Minner
    • Journal Title

      Proc. of The 19th International Working Seminar on Production Economics

      Volume: 1 Pages: 233-243

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Heuristics method for multi-product dynamic demand lot-sizing with limited product life and warehouse capacity2014

    • Author(s)
      片岡隆之,森川克己,高橋勝彦
    • Journal Title

      日本ロジスティクスシステム学会誌

      Volume: 14

    • NAID

      120005831118

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ハイ・サービス日本300選企業の生産性向上戦略に対する地域・業種別調査分析(再録)2014

    • Author(s)
      片岡隆之,谷崎隆士
    • Journal Title

      近畿大学次世代基盤技術研究所次世代基盤技術研究所報告

      Volume: 5 Pages: 111-117

    • Related Report
      2014 Research-status Report
  • [Presentation] 再編成可能な労働集約型セルにおけるオペレーター総数最小化モデル2017

    • Author(s)
      橋爪琢馬, 片岡隆之
    • Organizer
      日本経営工学会中国四国支部 第43回学生論文発表会
    • Place of Presentation
      広島県広島市(県立広島大学)
    • Year and Date
      2017-03-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] 固定作業と作業スキルを考慮した臨時要員数最小化問題2016

    • Author(s)
      片岡隆之, 森川克己, 高橋勝彦
    • Organizer
      日本ロジスティクスシステム学会
    • Place of Presentation
      広島県広島市(県立広島大学)
    • Year and Date
      2016-06-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] ドイツの現地大学における実学教育と自動車分野研究事例紹介2015

    • Author(s)
      片岡隆之
    • Organizer
      日本ロジスティクスシステム学会中国四国支部2015年度第3回研究会
    • Place of Presentation
      広島県広島市(県立広島大学)
    • Year and Date
      2015-12-19
    • Related Report
      2015 Research-status Report
  • [Presentation] ドイツにおける現地大学の実学教育システム及び産学連携の実態と研究事例2015

    • Author(s)
      片岡隆之
    • Organizer
      日本経営工学会中国四国支部平成27年度第1回勉強会
    • Place of Presentation
      広島県安芸郡(マツダ㈱本社)
    • Year and Date
      2015-11-13
    • Related Report
      2015 Research-status Report
  • [Presentation] 品種別寿命を考慮した倉庫容量制約付き多品目発注計画2014

    • Author(s)
      片岡隆之,森川克己,高橋勝彦
    • Organizer
      日本ロジスティクスシステム学会
    • Place of Presentation
      早稲田大学(東京都)
    • Year and Date
      2014-05-10
    • Related Report
      2014 Research-status Report
  • [Remarks] 近大コメンテーターガイド

    • URL

      http://www.kindai.ac.jp/meikan/index.html

    • Related Report
      2016 Annual Research Report 2015 Research-status Report 2014 Research-status Report

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Published: 2014-04-04   Modified: 2020-01-20  

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