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Development and verification of construction method of intelligent control system based on quantity fuzzy evaluation

Research Project

Project/Area Number 05650376
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionUniversity of Tsukuba

Principal Investigator

YASUNOBU Seiji  Institute of Engineering Mechanics, Associate Professor, 構造工学系, 助教授 (00241795)

Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1994: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1993: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsIntelligent Control / Fuzzy Control / PID Control / Fuzzy Set / Hierarchical Control / Car Drive / Parking Control / 最適制御
Research Abstract

Recently, the computer can handle easily skill person's control knowledge by using AI,Neuro and the fuzzy set theory. It is supported by digital computer's hardware and software. And application is advancing to working of the system for building in about the flexible intelligent control system for a real system. These intelligent control systems are designed from the description of the language of the control experience and modeling from the operation data. A lot of freedom degrees cause difficulty.
In this project, fuzzy control and a relation to the conventional control theory were considered. The design support system of the control method was assumed to be a base. It had a design technique of the conventional control method. And this project aimed at the development of the design technique of the intelligent control system based on a quantitative fuzzy evaluation. In this project, the intelligent control system of two following themes was constructed and the experiment evaluation wa … More s done.
(1) Some PID controllers were constructed based on the rough system object model. These control parameters are switched by fuzzy reasoning, and the adjusted hierarchical fuzzy control method was proposed. This method was applied to some plant models and the experiment device. As a result of the simulation and the experiment, the control system which was able to achieve the set preferable response was able to be constructed.
(2) The drive knowledge in the parking control of the car was built in. The intelligent control system constructed based on the evaluation of a quantitative target (position error and direction error) , and the developed system evaluated performance by the simulation. In addition, this control system was installed in model cars of 1/10 scales and the running experiment was done. As a result, it was confirmed that the control system was able to achieve a good drive.
In this project, the knowledge of the response and the control engineer's knowledge concerning the preferable attainment target with a object system as a result of this research was confirmed. Intelligent control system design was able to be confirmed in the extension of an conventional control technique by the thing given as an evaluation index based on the fuzzy set by which vagueness was able to be treated quantitatively. Less

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (30 results)

All Other

All Publications (30 results)

  • [Publications] 安信誠二,他1: "PID制御&ファジィ推論による階層型ファジイ制御方式と実験評価" 第10回ファジィシステムシンポジュウム講演論文集. 435-436 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二,他1: "予見ファジィ制御による模型自動車の運転操作" 第10回ファジィシステムシンポジュウム講演論文集. 761-764 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二,他1: "階層型ファジイ制御による自動車の車庫入れ運転操作" 第33回計測自動制御学会学術講演会(SICE'95). 635-636 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S. et al.: "Parking Control Based on Predictive Fuzzy Control" Proceedings of Third IEEE International Conference on Fuzzy Systems(IEEE-FUZZ'94). 1338-1341 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二,他1: "ファジィ推論によるPIDコントローラ切り換え制御と自動調整アルゴリズムの提案" 日本ファジィ学会関東支部第4回ワークショップ論文集. (印刷中). (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二,他1: "ファジィ制御を用いた四輪自動車の知的駐車制御" 第21回知能システムシンポジュウム. (印刷中). (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二: "ファジィシステムの基礎:計測自動制御学会編ニューロ・ファジィ・AIハンドブック-I.4編8章" オーム社, 294/307 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.: "Automatic Train Operation:Applied Fuzzy Systems (Terano, Asai, Sugeno, ed.)" AP PROFESSIONAL, 115/128 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""Proposal and Evaluation of a Combined PID Control & Fuzzy Reasoning Hierarchical Fuzzy Control Method"" 10th Fuzzy System Symposium. 435-436 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""Model car operation based on predictive fuzzy Control"" 10th Fuzzy System Symposium. 761-764 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""Parking Control based on Hierarchical Fuzzy Control"" SICE'94, July 26-28, Tokyo. 635-636 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""Parking Control Based on Predictive Fuzzy Control"" Proceedings of Third IEEE International Conference on Fuzzy Systems(IEEE-FUZZ'94). 1338-1341 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""A PID+Fuzzy Reasoning Hybrid Control System and Self Tuning Algorithm"" 4th Work-shop of SOFT Kantou chapter. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.et.al.: ""Intelligent Car Parking Control by Fuzzy Control"" 21th intelligent System Symposium. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.: ""Basic of Fuzzy System" , Neuro・Fuzzy・AI Handbook-I.4.8" Ohmsha Ltd.294-307 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yasunobu, S.: ""Automatic Train Operation" , Applied Fuzzy Systems (Terano, Asai, Sugeno, ed.)" AP PROFESSIONAL. 115-128 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 安信誠二,他1: "PID制御&ファジィ推論による階層型ファジィ制御方式と実験評価" 第10回ファジィシステムシンポジュウム講演論文集. 435-436 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二,他1: "予見ファジィ制御による模型自動車の運転操作" 第10回ファジィシステムシンポジュウム講演論文集. 761-764 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二,他1: "階層型ファジィ制御による自動車の車庫入れ運転操作" 第33回計測自動制御学会学術講演会(SICE'95). 635-636 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Yasunobu,S.et.al.: "Parking Control Based on Predictive Fuzzy control" Proceedings of Third IEEE International Conference on Fuzzy Systems(IEEE-FUZZ'94). 1338-1341 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二,他1: "ファジィ推論によるPIDコントローラ切り換え制御と自動調整アルゴリズムの提案" 日本ファジィ学会関東支部第4回ワークショップ論文集. (印刷中). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二,他1: "ファジィ制御を用いた四輪自動車の知的駐車制御" 第21回知能システムシンポジュウム. (印刷中). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二: "ファジィシステムの基礎:計測自動制御学会編 ニューロ・ファジィ・AIハンドブック-I.4編8章" オーム社, 294/307 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Yasunobu,S.: "Automatic Train Operation:Applied Fuzzy Systems(Terano,Asai,Sugeno,ed.)" AP PROFESSIONAL, 115/128 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 安信誠二,他2: "予見ファジィ制御の駐車制御への応用" 電気学会研究会資料 IIC-93-46. 69-78 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 安信誠二: "制御目的を評価する予見ファジィ制御方式について" 第2回日本ファジィ学会関東支部ワークショップ資料. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 安信誠二,他1: "予見した将来状態を用いた知的制御系の構築法" 第19回知能システムシンポジュウム資料. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 安信誠二,他1: "PID制御&ファジィ推論による階層型ファジィ制御方式" 第10回ファジィシステムシンポジュウム講演論文集. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 安信誠二,他1: "予見ファジィ制御による模型自動車の運転操作" 第10回ファジィシステムシンポジュウム講演論文集. (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 安信誠二,他1: "予見ファジィ制御による自動車の駐車制御" 第19回知能システムシンポジュウム資料.

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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