Framework for a dependable process control system

2013 Fiscal Year Final Research Report

• Project/Area Number: 23560522
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Control engineering
• Research Institution: Tokyo University of Agriculture and Technology
• Principal Investigator: YAMASHITA Yoshiyuki 東京農工大学, 工学(系)研究科(研究院), 教授 (60200698)
• Project Period (FY): 2011 – 2013
• Keywords: 知識型制御 / 異常診断

Research Abstract

To minimize the various losses during the operation of chemical plant, a framework to realize the dependable process control system was developed. A high performance monitoring method to capture the plant operation regime was developed. This method enables appropriate management of plant operation under the limited information. This method will provide a design of highly reliable, easy to maintain, and the safe process systems.

Research Products

• [Journal Article] (2013)
  • Author(s): Junichiro Kon, Yoshiyuki Yamashita
  • Journal Title: Control Engineering Practice Volume: Vol. 21 Pages: 195-203
  • DOI: 10.1016/j.conengprac.2012.09.021
  • Peer Reviewed
• [Journal Article] (2012)
  • Author(s): Yoshiyuki Yamashita
  • Journal Title: Journal of Advanced Computational Information Intelligence and Intelligent Informatics Volume: Vol. 16 Pages: 503-507
  • URL: http://www.fujipress.jp/finder/xslt.php?mode=present&inputfile=JACII001600040003.xml
  • Peer Reviewed
• [Journal Article] (2012)
  • Author(s): 山下善之
  • Journal Title: CICSJ Bulletin Volume: 31巻(DN/JST.JSTAGE/cics/31.15) Pages: 15-18
• [Journal Article] (2012)
  • Author(s): 山下善之
  • Journal Title: 化学工学 Volume: 76巻 Pages: 734-736
• [Journal Article] (2011)
  • Author(s): Viet Ha Nguyen, Yoshiyuki Yamashita, Moonyong Lee
  • Journal Title: J. Chemical Engineering of Japan Volume: Vol. 44 Pages: 345-354
  • DOI: 10.1252/jcej.10we325
  • Peer Reviewed
• [Presentation] Co-learning with locally weighted PLS for soft sensors of nonlinear processes (2014)
  • Author(s): Yoshiyuki Yamashita
  • Organizer: 5^<th> International Symposium on Advanced Control of Industrial Processes (ADCONIP2014)
  • Place of Presentation: Hiroshima
  • Year and Date: 2014-05-29
• [Presentation] Enhancing data-driven fault detection through extended attribute variables (2013)
  • Author(s): Yoshiyuki Yamashita
  • Organizer: International Automatic Control Conference (CACS2013)
  • Place of Presentation: Sun Moon Lake, Taiwan
  • Year and Date: 2013-12-02
• [Presentation] データ駆動型異常診断におけるプロセス知識の活用手法 (2012)
  • Author(s): 高見俊介,山下善之
  • Organizer: 第55回自動制御連合講演会
  • Place of Presentation: 京都大学
  • Year and Date: 2012-11-17
• [Presentation] 状態推定フィルタを用いたセンサーバイアスの推定 (2012)
  • Author(s): 蛯原雄太,山下善之
  • Organizer: 化学工学会第44回秋季大会
  • Place of Presentation: 東北大学
  • Year and Date: 2012-09-20
• [Presentation] Knowledge- based attribute generation for data-driven fault diagnosis in process systems (2012)
  • Author(s): Yoshiyuki Yamashita
  • Organizer: 11^<th> International Symposium on Process Systems Engineering (PSE2012)
  • Place of Presentation: Singapore
  • Year and Date: 2012-07-19
• [Presentation] 人間とコンピュータの協調によるオペレーションの高度化 (2012)
  • Author(s): 山下善之
  • Organizer: 化学工学会プラントオペレーション研究会
  • Place of Presentation: 大阪科学技術センタ
  • Year and Date: 2012-04-25
• [Presentation] Model identification based on ARX models with transfer functions (2012)
  • Author(s): Junichiro Kon, Yoshiyuki Yamashita
  • Organizer: 14^<th> Asia Pacific Confederation of Chemical Engineering Congress (APCChe2012)
  • Place of Presentation: Singapore
  • Year and Date: 2012-02-22
• [Presentation] プロセスシステムのモニタリングと制御 (2011)
  • Author(s): 山下善之
  • Organizer: 第54回自動制御連合講演会
  • Place of Presentation: 豊橋技術科学大学
  • Year and Date: 2011-11-20
• [Presentation] 伝達関数を用いたARXモデルによるモデル同定法の実プロセスへの適用 (2011)
  • Author(s): 昆潤一郎,大宮司理晴,山下善之
  • Organizer: 第54回自動制御連合講演会
  • Place of Presentation: 豊橋技術科学大学
  • Year and Date: 2011-11-19
• [Presentation] 非線形動的モデルに基づく異常の検出・同定手法 (2011)
  • Author(s): 蛯原雄太,高見俊介,山下善之
  • Organizer: 化学工学会第43回秋季大会
  • Place of Presentation: 名古屋工業大学
  • Year and Date: 2011-09-16
• [Presentation] Dynamic analysis and monitoring of process control loops (2011)
  • Author(s): Yoshiyuki Yamashita
  • Organizer: International Conference of Modeling, Simulation and Optimization (ICMSO-2011)
  • Place of Presentation: Kuala Lumpur, Malaysia
  • Year and Date: 2011-04-20
• [Book] 計測・モニタリング技術 (2011)
  • Author(s): 山下善之
  • Total Pages: 231
  • Publisher: シーエムシー出版
• [Remarks] ホームページ
  • URL: http://www.tuat.ac.jp/~pselab/