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Design of a data-oriented controller based on skilled workers' thinking process

Research Project

Project/Area Number 26889026
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Control engineering/System engineering
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

Wakitani Shin  東京農工大学, 工学(系)研究科(研究院), 助教 (00728818)

Project Period (FY) 2014-08-29 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords制御工学 / 熟練技術者 / PID制御 / データベース
Outline of Final Research Achievements

Purposes of this research are to clarify tuning process of skilled workers from the view point of a data-oriented controller design approach and to establish a controller design method that can fill in the gaps between a theory and an application based on the knowledge. There are two research outcomes: (1) established a design method of an expert controller that reflects control skills of skilled workers, (2) proposed a data-driven controller based on correlation coefficients. These outcomes are presented at 4 conferences and two of them are awarded prizes. Moreover, two journal papers have been submitted, and one of them is judged as conditional acceptance paper.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • Research Products

    (6 results)

All 2016 2015 2014

All Presentation (6 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] 熟練技能に基づくエキスパート制御系の設計法とその適用に関する一考察2016

    • Author(s)
      松森洸樹,脇谷 伸,鄧 明聡
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      首都大学東京 秋葉原サテライトキャンパス(東京都千代田区)
    • Year and Date
      2016-03-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] 相関分析を用いたデータ駆動型制御系の設計2016

    • Author(s)
      菊池アレン 裕助,脇谷 伸,鄧 明聡
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      首都大学東京 秋葉原サテライトキャンパス(東京都千代田区)
    • Year and Date
      2016-03-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] Design of a Data-Driven Expert Controller2015

    • Author(s)
      Shin Wakitani and Mingcong Deng
    • Organizer
      The 10th Asian Control Conference 2015 (ASCC 2015)
    • Place of Presentation
      Sutera Harbour Resort, Sabah, Malaysia
    • Year and Date
      2015-05-31 – 2015-06-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Design of a Data-Driven Expert Controller2015

    • Author(s)
      S. Wakitani and M. Deng
    • Organizer
      The 10th Asian Control Conference 2015
    • Place of Presentation
      Kota Kinabalu (Malaysia)
    • Year and Date
      2015-05-31
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 制御性能評価に基づくデータ駆動型エキスパート制御系の一設計2015

    • Author(s)
      脇谷 伸,鄧 明聡
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      三重大学(三重県津市)
    • Year and Date
      2015-04-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] 操業データに基づくエキスパート制御系の設計に関する考察2014

    • Author(s)
      脇谷伸
    • Organizer
      電気学会 制御研究会
    • Place of Presentation
      東京トラック事業健保会館 第2会議室
    • Year and Date
      2014-12-18
    • Related Report
      2014 Annual Research Report

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Published: 2014-09-09   Modified: 2017-05-10  

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