• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Statistical Process Control for Autocorrelated Processes

Research Project

Project/Area Number 22710151
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionTokyo University of Science

Principal Investigator

KAWAMURA Hironobu  東京理科大学, 理工学部, 助教 (50548261)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords品質管理 / 統計的品質管理 / 統計的工程管理 / 管理図 / 工程能力 / 統計的制御 / 管理特性 / 実験計画法 / 工程能力指数 / 工程調節 / 調節限界 / 時系列モデル / 自己相関
Research Abstract

Traditional statistical process control are applied for processes where data are independent and identically distributed(i. i. d.). Therefore, this research presented statistical process control methods for autocorrelated processes such as semiconductor manufacturing process. Specifically, this research proposed the determination of the adjustment timing on the basis of the process capability, and control charts combining information about the state of statistical control and process capability were also developed for the judgment of adjustment timing. In addition to that, the process rate as control characteristics was presented, and factor assignment for supersaturated designs was proposed

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (19 results)

All 2012 2011 2010 Other

All Journal Article (13 results) (of which Peer Reviewed: 9 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] Control Characteristics : a case study on semiconductor manufacturing2012

    • Author(s)
      Kawamura, H., Nishina, K., Higashide, M. and Suzuki, T
    • Journal Title

      Asian Journal on Quality

      Volume: (accepted for publication)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Process Adjustment Control Chart for Simultaneous Monitoring of Process Capability and State of Statistical Control2012

    • Author(s)
      Kawamura, H., Nishina, K. and Suzuki, T
    • Journal Title

      Frontiers in Statistical Quality Control

      Volume: Vol.10(accepted for publication)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 文献紹介「Automated Process Adjustments of Chip Cutting Operations using Neural Network and Statistical Approaches」2012

    • Author(s)
      川村大伸
    • Journal Title

      品質

      Volume: Vol.42, No.1 Pages: 59-59

    • Related Report
      2011 Final Research Report
  • [Journal Article] Process Adjustment Control Chart for Simultaneous Monitoring of Process Capability and State of Statistical Control2012

    • Author(s)
      Hironobu Kawamura
    • Journal Title

      Frontiers in Statistical Quality Control

      Volume: VOL.12

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Control Characteristics : a case study on semiconductor manufacturing2012

    • Author(s)
      Hironobu Kawamura
    • Journal Title

      Asian Journal on Quality

      Volume: VOL.13

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 文献介紹「Automated Process Adjustments of Chip Cutting Operations using Neural Network and Statistical Approaches」2012

    • Author(s)
      川村大伸
    • Journal Title

      品質

      Volume: 42巻 Pages: 59-59

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Application of Q charts for Short Run Autocorrelated Data2011

    • Author(s)
      Kawamura, H., Nishina, K., Higashide, M. and Suzuki, T
    • Journal Title

      Proceedings of 2011 Asian Conference of Management Science & Applications

      Pages: 1086-1092

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Factor Assignment for Three-Level Supersaturated Design2011

    • Author(s)
      Kawamura, H., Takada, K. and Suzuki, T
    • Journal Title

      Proceedings of the IIE Asian Conference

      Pages: 507-513

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 文献紹介「The Change Point Model : SPC Method for Short Run Autocorrelated Data」2011

    • Author(s)
      川村大伸
    • Journal Title

      品質

      Volume: Vol.41, No.1 Pages: 43-43

    • Related Report
      2011 Final Research Report
  • [Journal Article] Factor Assignment for Three-Level Supersaturated Design2011

    • Author(s)
      Hironobu Kawamura
    • Journal Title

      Proceedings of the IIE Asian Conference 2011

      Volume: VOL.1 Pages: 507-513

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Application of Q charts for Short Run Autocorrelated Data2011

    • Author(s)
      Hironobu Kawamura
    • Journal Title

      Proceedings of 2011 Asian Conference of Management Science & Applications

      Volume: VOL.1 Pages: 1086-1092

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 文献紹介「The Change Point Mode1 : SPC Method for Short Run Autocorrelated Data」2011

    • Author(s)
      川村大伸
    • Journal Title

      品質

      Volume: vol.41 Pages: 43-43

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Determination of adjustment timing based on process capability2010

    • Author(s)
      Hironobu Kawamura
    • Journal Title

      Proceedings of The Xth International Workshop on Intelligent Statistical Quality Control

      Volume: VoL.1 Pages: 231-240

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 調節限界を用いた統計的制御に関する研究2011

    • Author(s)
      堀井一石
    • Organizer
      日本品質管理学会
    • Place of Presentation
      名古屋工業大学(愛知県)
    • Year and Date
      2011-08-31
    • Related Report
      2011 Annual Research Report
  • [Presentation] 調節限界を用いた統計的制御に関する研究2011

    • Author(s)
      堀井一石, 鈴木知道, 川村大伸
    • Organizer
      日本品質管理学会第96回研究発表会
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2011-08-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 使える管理図にするにはどうするか?-統計的管理状態の拡張-2010

    • Author(s)
      川村大伸, 仁科健, 鈴木知道
    • Organizer
      クオリティフォーラム2010
    • Place of Presentation
      日本教育会館
    • Year and Date
      2010-11-12
    • Related Report
      2011 Final Research Report
  • [Presentation] 工程能力と統計的管理状態の同時モニタリング工程調節用管理図2010

    • Author(s)
      川村大伸, 仁科健, 鈴木知道
    • Organizer
      日本経営工学会平成22年度秋季研究大会
    • Place of Presentation
      福岡工業大学
    • Year and Date
      2010-10-24
    • Related Report
      2011 Final Research Report
  • [Presentation] 工程能力と統計的管理状態の同時モニタリング工程調節用管理図2010

    • Author(s)
      川村大伸
    • Organizer
      日本経営工学会
    • Place of Presentation
      福岡工業大学(福岡県)
    • Year and Date
      2010-10-23
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.tus.ac.jp/fac_grad/p/achievement.php?A23834

    • Related Report
      2010 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi