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1997 Fiscal Year Final Research Report Summary

Intelligent Active Control Simulation System of Building Structures by Fuzzy Optimal Control

Research Project

Project/Area Number 08650671
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Building structures/materials
Research InstitutionKobe University

Principal Investigator

TANI Akinori  Kobe University, Faculty of Engineering, Associate Professor, 工学部, 助教授 (50155199)

Co-Investigator(Kenkyū-buntansha) KAWAMURA Hiroshi  Kobe University, Faculty of Engineering, Professor, 工学部, 教授 (70031119)
Project Period (FY) 1996 – 1997
KeywordsIntelligent Control / Fuzzy Optimal Control / Predictive Control / Adaptive Control / Digital Simulation / Active Mass Driver / Distributed Environment
Research Abstract

To develop the effective control system of buildings, it should be necessary to take account of special features such as complexity, uncertainty of future loading. In this research, optimal adaptive and predictive control simulation systems of buildings against earthquake loading are developed based on intelligent systems such as fuzzy theory, neural network, genetic algorithm and so on. These systems have following features ; (1) Target responses and control variables are described with membership function, (2) Real time prediction of earthquake input and structural identification are performed, and (3) Optimization is performed by fuzzy maximizing decision.
In this research, following two systems are developed, i.e., ; (1) Simulation system of fuzzy optimal active control of building structures by intelligent systems, and (2) Optimal design method of active control system of buildings by genetic algorithm. These two systems are developed individually by object oriented programming lan … More guage under windows environment.
In the next step, there are discussed developing methods of an integrated simulation system based on imtelligent active control under distributed environment. Here, following two methods are discussed, i.e. ; (1) Application of testing system of fuzzy optimal control to distributed simulation system and (2) Distributed simulation systems by internet browser. In the former method, it is easy to develop distributed simulation systems based on a real testing system. However, this testing system is developed under DOS environment, so it is difficult to develop user-friendly systems by graphical presentation. In the latter method, it is easy to develop user-friendly system as stand-alone one. However, it is difficult to control component objects, so authors can not translate stand-alone systems into ones which can execute on internet browser. Through this research, the authors can get a lot of basic data and systems on the intelligent active control simulation system of buildings by fuzzy optimal logic under distributed environments. Less

  • Research Products

    (30 results)

All Other

All Publications (30 results)

  • [Publications] 谷 明勲, 河村 廣: "ニューラルネットワークを用いた建築構造物のファジィ最適制御システム(5質点系構造物の場合)" 日本計算工学学会計算工学講演論文集. 第1巻 第2号. 653-656 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 谷 明勲, 河村 廣: "ニューラルネットワークを用いた建築構造物のファジィ最適制御システム(5質点系構造物の場合)" 日本建築学会近畿支部研究報告集(構造系). 第36号. 121-124 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Tani, A.and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network(Single-Degree-of-Freedom System,Selection of Training Data of Structural Identification by Genetic Algorithm)" Proc.The 11th World Conference on Earthquake Engineering. CD-ROM,Vol.1. Ref.No.425:1-8 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築構造物の知的ファジィ最適アクティブ制御シミュレーションシステム" 日本建築学会第19回情報システム利用技術シンポジウム論文集. 271-276 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築構造物の知的ファジィ最適アクティブ制御シミュレーションシステム" 第4回ファジィ建築土木応用シンポジウム講演論文集. 1-10 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築構造物の知的ファジィ最適アクティブ制御シミュレーションシステム" 日本計算工学会計算工学講演論文集. 第2巻 第2号. 829-832 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 西端 雅浩, 谷 明勲, 河村 廣: "遺伝的アルゴリズムを用いたアクティブ制振構造の最適設計手法に関する研究(GAを用いた最適化)" 第13回ファジィシステムシンポジウム講演論文集. 509-512 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築構造物の知的ファジィ最適アクティブ制御シミュレーションシステムに関する研究" 日本建築学会近畿支部研究報告集(構造系). 第37号. 161-164 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 西端 雅浩, 谷 明勲, 河村 廣: "遺伝的アルゴリズムを用いたアクティブ制振構造の最適設計手法に関する研究" 日本建築学会近畿支部研究報告集(構造系). 第37号. 165-168 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System of Fuzzy Optimal Active Control of Building Structures by Intelligent Systems" Proc.of the Seventh International Conference on Computing in Civil and Building Engineering. Vol.3. 1353-1358 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 西端 雅浩, 谷 明勲, 河村 廣: "遺伝的アルゴリズムを用いたアクティブ制振構造の最適設計手法に関する研究" 日本建築学会大会学術講演梗概集. A-2. 789-790 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築構造物の知的ファジィ最適アクティブ制御シミュレーションシステムに関する研究" 日本建築学会大会学術講演梗概集. A-2. 793-794 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 劉世 宏, 谷 明勲, 河村 廣: "建築物の知的ファジィ最適アクティブ制御シミュレーションシステムに関する研究(遺伝的アルゴリズム(GA)による目標帰属度関数の最適化について)" 日本建築学会第20回情報システム利用技術シンポジウム論文集. 379-384 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 西端 雅浩, 谷 明勲, 河村 廣: "遺伝的アルゴリズムを用いたアクティブ制振構造システムの最適設計手法に関する研究" 日本建築学会第20回情報システム利用技術シンポジウム論文集. 397-402 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Tani, A., Kawamura, H.and Ryuu, S.: "Intelligent Fuzzy Optimal control of Buildings Structures" Engineering Structures. Vol.20,No.3. 184-192 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Tani, A.and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (In Case of Five-Degree-of-Freedom System)" Proc.of the Conference on Computational Engineering and Science. Vol.1, No.2. 653-656 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Tani, A.and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (Single-Degree-of-Freedom System, Selection of Training Data of Structural Identification by Genetic Algorithm)" Proc.The 11th World Conference on Earthquake Engineering CD-ROM,Vol.1, Ref.No.425. 1-8 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Tani, A.and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (In Case of Five-Degree-of-Freedom System)" Proc.of Annual Meeting of Architectural Institute of Japan, Kinki Branch, No.36, Structural Division.121-124 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of the 19th Symposium on Computer Technology of information, Systems and Application. 271-276 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of the 4th Symposium on Application of Fuzzy theory to Architecture and Civil Engineering. 1-10 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of the Conference on Computational Engineering and Science. Vol.2, No.2. 829-832 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Nishihata, M.Kawamura, H.and Tani, A.: "Optimal Design of Active Control System by Fuzzy System (Optimal Design using Genetic Algorithm)" Proc.of the 13th Fuzzy System Synposium. 509-512 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S.Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems." Proc.of Annual Meeting of Architectural Instsitute of Japan, Kinki Branch.No.37, Structural Division. 161-164 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Nishihata, M,Kawamura, H.and Tani, A.: "Optimal Design of Active Control System by Genetic Algorithm" Proc.of Annual Meeting of Architectural Institute of Japan, Kinki Branch, No.37, Structural Division. 165-168 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Nishihata, M,Kawamura, H.and Tani, A.: "Optimal Design of Active Control System by Genetic Algorithm" Proc.of Annual Meeting of Architectural Institute of Japan. Vol.A-2. 789-790 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of Annual Meeting of Architectural Institute of Japan. 793-794 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System of Fuzzy Optimal Active Control of Building Structures by Intelligent Systems" Proc.of the 7th International Conference on Computing in Civil and Building Engineering. Vol.3. 1353-1358 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Building Structures by Intelligent Systems - Optimization of the target Membership Function by Genetic Algorithm -" Proc.of the 20th Symposium Computer Technology of information, Systems and Application. 379-384 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Nishihata, M,Kawamura, H.and Tani, A.: "Optimal Design of Active Control System by Genetic Algorithm" Proc.of the 20th Symposium on Computer Technology of information, Systems and Application. 397-402 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Tani, A., Kawamura, H.and Ryuu, S.: "Intelligent Fuzzy Optimal Control of Buildings Structures" Engineering Structures. Vol.20, No.3. 184-192 (1998)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-03-16  

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