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Development of Plant Operator Model Incorporating Mental and Physical States

Research Project

Project/Area Number 14380179
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionNara Institute of Science and Technology

Principal Investigator

NISHITANI Hirokazu  Nara Institute of Science and Technology, Graduate School of Information Science, Professor, 情報科学研究科, 教授 (10029572)

Co-Investigator(Kenkyū-buntansha) KOSAKA Hiroaki  Nara Institute of Science and Technology, Graduate School of Information Science, Assistant Professor, 情報科学研究科, 助手 (60362836)
NAKAMURA Hisakazu  Nara Institute of Science and Technology, Graduate School of Information Science, Assistant Professor, 情報科学研究科, 助手 (70362837)
山下 裕  奈良先端科学技術大学院大学, 情報科学研究科, 助教授 (90210426)
今福 啓  奈良先端科学技術大学院大学, 情報科学研究科, 助手 (90314533)
黒岡 武俊  奈良先端科学技術大学院大学, 情報科学研究科, 助手 (90273846)
Project Period (FY) 2002 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥14,000,000 (Direct Cost: ¥14,000,000)
Fiscal Year 2005: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2004: ¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 2003: ¥3,800,000 (Direct Cost: ¥3,800,000)
Fiscal Year 2002: ¥7,600,000 (Direct Cost: ¥7,600,000)
KeywordsMental and Physical States / Cognitive Information Processing Model / Simulation / Plant Operations / Human Behavior / Traffic Accident Analysis / User Interface / Human Error / モデル化 / ユーザーインターフェース / ダイナミックシミュレーション / エラーシミュレーション / ヒューマンエラーシミュレーション / プラントオペレーション
Research Abstract

This project aimed at understanding plant operator's behavior under abnormal situations through dynamic simulation by using some cognitive information processing model incorporating the mental and physical states and proposing some method to create appropriate countermeasures. We obtained the following three main results.
1.We installed a new plant operator model that is a cognitive information processing model incorporating the mental and physical states on a PC and connected to an industrial boiler plant simulator for operator training. This operator model was used in analyzing the various types of perception errors in the monitoring mode and recognition errors in fault diagnosis. This model could be used to study ways of coping with these human errors in an emergency.
2.We applied the plant operator model that mimics a human operator behavior when detecting and identifying failure causes to the evaluation of human interfaces in plant operations such as graphic operational panels and alarm systems. In this application, the operator model is used as a virtual subject. This is an effective support for human interface design.
3.We applied the operator model to develop a car driver model for analyzing cognitive and judgmental errors that cause an accident or an incident. As a case study, we decomposed driver's behavior when entering an intersection into a set of cognitive information processing steps and showed the results by a sequential chart of cognitive tasks. This chart is a convenient tool to identify each driver's drawbacks at the cognitive information processing level.

Report

(5 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (47 results)

All 2006 2005 2004 2003 2002 Other

All Journal Article (34 results) Book (2 results) Patent(Industrial Property Rights) (1 results) Publications (10 results)

  • [Journal Article] Model-based Static Evaluation of Graphic Panels for Plant Operations2006

    • Author(s)
      Xiwei Liu
    • Journal Title

      ヒューマンファクターズ 10, 2

      Pages: 103-113

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 現場作業のOJT教材開発プロセスの提案2006

    • Author(s)
      鈴木 剛
    • Journal Title

      ヒューマンファクターズ 10, 2

      Pages: 83-93

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] プラント運転知識の電子化と活用に関する考察2006

    • Author(s)
      倉恒 匡輔
    • Journal Title

      ヒューマンファクターズ 10, 2

      Pages: 122-132

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 出会い頭事故発生時のドライバーの視線移動2006

    • Author(s)
      小坂 洋明
    • Journal Title

      自動車技術会論文集 37, 1

      Pages: 191-195

    • NAID

      10017284761

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Model-based Static Evaluation of Graphic Panels for Plant Operations2006

    • Author(s)
      Xiwei Liu, Hiroaki Kosaka, Masaru Noda, Hirokazu Nishitani
    • Journal Title

      Human Factors in Japan 10-2

      Pages: 103-113

    • NAID

      40007151333

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Teaching Material Development for On-the-job Training for On-site Plant Operations2006

    • Author(s)
      Go Suzuki, Kouichi Sakata, Masaru Noda, Hirokazu Nishitani
    • Journal Title

      Human Factors in Japan 10-2

      Pages: 83-93

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A study of Car Driver's Behavior Focused on Eye Movements in Traffic Accident/Incident Between Cars Occurring at an Intersection2006

    • Author(s)
      Hiroaki Kosaka, Hiroki Koyama, Toshiyuki Morioka, Masaru Noda, Hirokazu Nishitani
    • Journal Title

      Transactions of the Society of Automotive Engineers of Japan 37-1

      Pages: 191-195

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Model-based static evaluation of graphic panels for plant operations2006

    • Author(s)
      Xiwei Liu
    • Journal Title

      ヒューマンファクターズ 10・2

      Pages: 103-113

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 現場作業のOJT教材開発プロセスの提案2006

    • Author(s)
      鈴木 剛
    • Journal Title

      ヒューマンファクターズ 10・2

      Pages: 83-93

    • Related Report
      2005 Annual Research Report
  • [Journal Article] プラント運転知識の電子化と活用に関する考察2006

    • Author(s)
      倉恒 匡輔
    • Journal Title

      ヒューマンファクターズ 10・2

      Pages: 122-132

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 出会い頭事故発生時のドライバーの視線移動2006

    • Author(s)
      小坂 洋明
    • Journal Title

      自動車技術会論文集 37・1

      Pages: 191-195

    • NAID

      10017284761

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 多種の生理信号を用いた思考状態の推定2005

    • Author(s)
      黒岡 武俊
    • Journal Title

      ヒューマンファクターズ 9, 2

      Pages: 114-122

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Thinking State Estimation Using Multiple Physiological Signals2005

    • Author(s)
      Taketoshi Kurooka, Masato Ando, Ippei Hoshi, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Human Factor in Japan 9-2

      Pages: 114-122

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Analysis of driver's behavior from heart rate and eye movement when he/she causes an accident between cars at an intersection2005

    • Author(s)
      Hiroaki Kosaka
    • Journal Title

      Proceedings of SAE 2005 Congress; Human Factors in Driving, Telematics and Seating Comfort

      Pages: 93-98

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 多種の生理信号を用いた思考状態の推定2005

    • Author(s)
      黒岡 武俊
    • Journal Title

      ヒューマンファクターズ 9・2

      Pages: 114-122

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Analysis of driver's behavior from heart rate and eye movement when he/she causes an accident between cars at an intersection2005

    • Author(s)
      Hiroaki Kosaka
    • Journal Title

      Proceedings of SAE Congress 2005 (In Print)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Driver's degree of dependence on collision avoidance systems2005

    • Author(s)
      Akira Kurosaki
    • Journal Title

      Proceedings of SAE Congress 2005 (In Print)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Computer Aids for Knowledge Management in Plant Operations2004

    • Author(s)
      Opat Orapimpan
    • Journal Title

      Industrial & Engineering Chemistry Research 43, 11

      Pages: 3731-3740

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Human Modeling and Simulation for Plan Operations2004

    • Author(s)
      Yinbua jin
    • Journal Title

      Computers & Chemical Engineering 28, 10

      Pages: 1967-1980

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] プラントオペレータの異常診断過程のモデル化とシミュレーション2004

    • Author(s)
      金 銀花
    • Journal Title

      日本プラント・ヒューマンファクター学会 8, 2

      Pages: 68-76

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 認知情報処理モデルを用いた以上診断におけるプラントオペレータの認知エラーの考察2004

    • Author(s)
      金 銀花
    • Journal Title

      ヒューマンファクターズ 9, 1

      Pages: 27-37

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Computer Aids for Knowledge Management in Plant Operations2004

    • Author(s)
      Opat Orapimpan, Akira Kurosaki, Taketoshi Kurooka, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Industrial & Engineering Chemistry Research 43-11

      Pages: 3731-3740

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Human Modeling and Simulation for Plant Operations2004

    • Author(s)
      Yinhua Jin, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Computers & Chemical Engineering 2810

      Pages: 1967-1980

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Modeling and Simulation of Plant Operator's Fault Diagnosis Process2004

    • Author(s)
      Yinhua Jin, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Journal of the Society for Industrial Plant Human Factors of Japan 8-2

      Pages: 68-76

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Study on Plant Operator's Recognition Errors in Fault Diagnosis Using Cognitive Information Processing Model2004

    • Author(s)
      Yinhua Jin, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Human Factors in Japan 9-1

      Pages: 27-37

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 認知情報処理モデルを用いた異常診断におけるプラントオペレータの認知エラーの考察2004

    • Author(s)
      金 銀花
    • Journal Title

      ヒューマンファクターズ 9・1

      Pages: 27-37

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Human Modeling and Simulation for Plant Operations2004

    • Author(s)
      Yinhua Jin
    • Journal Title

      Computers,& Chemical Engineering 28・10

      Pages: 1967-1980

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Simulation Environment for Adaptive Aiding in Plant Operations2004

    • Author(s)
      Xiwei Liu
    • Journal Title

      Proceedings of 10^<th> APCC h E Congress 3E-08

      Pages: 1-10

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Developing a driving simulator and an assessment methodology to estimate a driver's mental state when distracted2004

    • Author(s)
      Hiroaki Kosaka
    • Journal Title

      Proceeding of SAE Congress 2004 : Human Factors in Driving and Telematics and Seating Comfort

      Pages: 7-11

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 心理状態を考慮したオペレータモデルの開発2003

    • Author(s)
      金 銀花
    • Journal Title

      日本プラント・ヒューマンファクター学会 7, 2

      Pages: 86-96

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Cognitive Information Processing Model Incorporating Mental State2003

    • Author(s)
      Yinhua Jin, Taketoshi Kurooka, Yuh Yamashita, Hirokazu Nishitani
    • Journal Title

      Journal of the Society for Industrial Plant Human Factors of Japan 7-2

      Pages: 86-96

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] シミュレータトレーニング収録ビデオからの知識の創出2002

    • Author(s)
      Opat Orapimpan
    • Journal Title

      日本プラント・ヒューマンファクター学会 7, 1

      Pages: 10-19

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Knowledge Creation from Video Images Recorded in Simulator Training2002

    • Author(s)
      Opat Orapimpan, Taketoshi Kurooka, Yuh Yamashita
    • Journal Title

      Journal of the Society for Industrial Plant Human Factors of Japan 7-1

      Pages: 10-19

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] A Study on Accumulation and Use of Plant Operation Knowledge

    • Author(s)
      Kyosuke Kuratsune, Hirokazu Nishitani
    • Journal Title

      Human Factors in Japan 10-2

      Pages: 122-132

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] ヒューマンエラー防止のヒューマンファクターズ2004

    • Author(s)
      行待 武生
    • Total Pages
      706
    • Publisher
      テクノシステム
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Human Factors for Human Error Prevention. "The Characteristics of Human Operator's Behavior during Malfunctions in Simulator Training" (Edited by Takeo Yukimachi)2004

    • Author(s)
      Hirokazu Nishitani
    • Publisher
      Tekunoshisutemu, Tokyo
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Patent(Industrial Property Rights)] 特許2005

    • Inventor(s)
      西谷絋一ら
    • Industrial Property Rights Holder
      西谷絋一ら
    • Industrial Property Number
      2005-056662
    • Filing Date
      2005-03-01
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Publications] 金 銀花: "プラントオペレータの異常診断過程のモデル化とシミュレーション"日本プラント・ヒューマンファクター学会誌. 8・2. 68-76 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金 銀花: "プラントオペレータの異常診断時思考エラーのシミュレーション"ヒューマンインタフェースシンポジウム2003論文集. 105-108 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Taketoshi Kurooka: "Cascade Estimation Model for Thinking State Monitoring Using Plural Physiological Signals"Proceedings of 15^<th> Triennial Congress of the International Ergonomics Association (IEA2003). TP0572 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yinhua Jin: "Modeling and Simulation of Human Errors in Plant Operations"Proceedings of 8^<th> International Symposium on Process Systems Engineering (PSE2003). 1280-1285 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Hiroaki Kosaka: "Developing a Driving Simulator and an Assessment Methodology to Estimate a Driver's Mental State When Distracted"Proceedings of 2004 SAE (Society of Automobile Engineers) World Congress. 2004-01-0233 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Opat Orapimpan: "Computer Aids for Knowledge Management in Plant Operations"I & EC Research. (In press). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金 銀花: "心理状態を考慮したオペレータモデルの開発"日本プラント・ヒューマンファクター学会誌. 7・2. 86-96 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Taketoshi Kurooka: "Thinking State Monitoring Using Plural Physiological Signals"Proceedings of IEEE International Conference on Systems, Man And Cybernetics (SMC'02). WP1N4-1-WP1N4-6 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Yinhua Jin: "A Cognitive Information Processing Model for Analysis of Plant Operator Errors"Proceedings of 2^<nd> International Symposium on Design, Operation and Control of Chemical Processes (PSEAsia2002). 313-318 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Opat Orapimpan: "Support System for Emergency Training in Plant Operations"Proceedings of 2^<nd> International Symposium on Design, Operation and Control of Chemical Processes (PSEAsia2002). 345-350 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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