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

Experimental Research on Intelligent Active Control of Building Structures by Fuzzy Optimal Control

Research Project

Project/Area Number 07555646
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Building structures/materials
Research InstitutionKobe University

Principal Investigator

KAWAMURA Hiroshi  Kobe University, Faculty of Engineering, Professor, 工学部, 教授 (70031119)

Co-Investigator(Kenkyū-buntansha) IIBA Masaki  Building Research Institute, Japan Ministry of Construction, Senior Researcher, 第3研究部, 主任研究員
FUJITANI Hideo  Building Research Institute, Japan Ministry of Construction, Senior Researcher, 第4研究部, 主任研究員
TANI Akinori  Kobe University, Faculty of Engineering, Associate Professor, 工学部, 助教授 (50155199)
Project Period (FY) 1995 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 1997: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1996: ¥900,000 (Direct Cost: ¥900,000)
KeywordsIntelligent Control / Fuzzy Optimal Control / predictive Control / Adaptive Control / Active Control Test / Active Mass Driver / Fuzzy Maximizing Decision / ファジイ最適制御 / ファジイ最大化決定 / ニューラルネットワーク
Research Abstract

In this study, a fundamental research on shaking table tests of active control system is carried out. Here, an intelligent active control method proposed by the authors are employed. This method has the following features ; (1) Target responses and control variables are described with membership functions, (2) Real time prediction of earthquake input and structural identification are performed, and (3) Optimization is performed by fuzzy maximizing decision. An input reduction method is employed as an active control method. Test specimen is a single-degree-of -freedom system with active mass driver (AMD) at the top of it. AMD is activated by DC servomotor.
A system of the shaking table test consists of three personal computers. In the first computer, the shaking table is activated, and responses of the specimen are observed. In the second computer, optimal control variables are calculated by fuzzy maximizing decision. In the third computer, AMD is controlled in accordance with given control forces. These computers are synchronized with the AD timer of the first computer.
At first, some fundamental tests are carried out to examine a basic performance of the testing system. In the next step, intelligent control tests of the specimen are carried out. In these tests, a conditioned fuzzy set rules and piece-wise linear response equations are employed as the prediction methods of earthquake inputs and structural responses. These results show that in case of harmonized waves such as sine wave, this testing system can reduce the responses of the specimen. However, in case of random waves such as earthquake inputs, effectiveness of active control becomes small. So, further improvements of the testing system are necessary to develop the more effective testing system. Thorough this research, we can get a lot of basic data and systems on the employed experimental tests of fuzzy optimal control of buildings.

Report

(4 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • 1995 Annual Research Report
  • Research Products

    (41 results)

All Other

All Publications (41 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応答予測に関する研究-建築構造物のアクティブ制御を対象として-" 計測自動制御学会関西支部シンポジウム「モデリングとシステム同定の最前線」. 71-74 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A. and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (In Case of Two-Degree-of-Freedom System)" Proc. of The Sixth International Conference on Computing in Civil and Building Engineering. Vol.1. 253-260 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 谷 明勲, 河村 廣: "ニューラルネットワークを用いた多質点系構造物の応答予測に関する研究(GAを用いた学習用データの選定)" 日本建築学会第18回情報システム利用技術シンポジウム論文集. 325-330 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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)" 第3回ファジィ建築土木応用シンポジウム講演論文集. 96-107 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 十河 恒明, 戸川 宏一, 谷 明勲, 河村 廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 日本建築学会近畿支部研究報告集(構造系). 第37号. 129-132 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Ryuu, S., Tani, A. and Kawamura, H.: "Simulation System of Fuzzy Optimal Active Control of Building Structures by Intelligent Systems" Proc. of 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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 十河 恒明, 戸川 宏一, 谷 明勲, 河村 廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 日本建築学会大会学術講演梗概集. 959-960 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 十河 恒明, 谷 明勲, 河村 廣: "建築構造物のアクティブ制御実験に基づくディジタルシミュレーション" 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. 373-378 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A, .Kawamura, H. and RYuu, S.: "Intelligent Fuzzy Optimal 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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Fujitani, H., Midorikawa, M., Iiba, M., Kitagawa, Y., Miyoshi, T., Kawamura, H., Tani, A. and Mochio, T.: "Seismic Response Control Tests and Simulations by Fuzzy Optimal Logic of Building Structures" Engineering Structures,. Vol.20,No.3. 164-175 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 谷 明勲, 古市 靖, 西端 雅浩, 劉 世宏, 河村 廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 第5回ファジィ建築土木応用シンポジウム講演論文集. (印刷中). (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A.and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (In Case of Two-Degree-of-Freedom System)" Proc. of the 6th International Conference or Computing in Civil and Building Engineering. Vol.1. 253-260 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A.and Kawamura, H.: "Prediction of Structural Responses of Building Structures by Neural Network-In Case of Active Control of Building Stuctures-" Proc. of the Society of Instrument and Control Engineering, Kansai Branch Symposium on Frontier of Modeling and System Identification.71-74 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A.and Kawamura, H.: "Research on Prediction System of Structural Responses by Neural Network (selection of Training Data for Structural Indentification by Genetic Algorithm)" Proc. of the 18th Symposium on Computer Technology of information, Systems and Application. 325-330 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [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 3rd Symposium on Application of Fuzzy theory to Architecture and Civil Engineering. 96-107 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [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
    • Related Report
      1997 Final Research Report Summary
  • [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 Architectual 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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Avtive 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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Sogo, T., Tagawa, K., Tani, A.and Kawamura, H.: "Fundamental Study on Active Control Tests of Buildings" Proc. of Annual Meeting of Architectural Institute of Japan, Kinki Branch, No.37, Structural Division. 129-132 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Ryy, S., Tani, A.and Kawamura, H.: "Simulation System of Fuzzy Optimal Active Control of 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
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Sogo, T., Togawa, K., Tani, A.and Kawamura, H.: "Fundamental Study on Active Control Tests of Buildings" Proc.of Annual Meeting of Architectural Institute of Japan. Vol.A-2. 959-960 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Sogo, T., Tani, A.and Kawamura, H.: "A digital Simulation based on Active Control Tests of Building Structure" Proc.of the 20th Symposium on Computer Technology of Information, Systems and Application. 373-378 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A., Kawamura, H.and Ryuu, S.: "Intelligent Fuzzy Optimal Control of Buildings Structures" Engineering Structures. Vol.20, No.3. 373-378 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Tani, A., Furuichi, Y., Nishihata, M., Ryuu, S.and Kawamura, H.: "Fundamental Study on Active Control Tests of Buildings" Proc.of the 5th Symposium on Application of Fuzzy theory to Architecture and Civil Engineering. (in printing). (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 十河恒明, 戸川宏一, 谷明勲, 河村廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 日本建築学会近畿支部研究報告集 構造系. 第37号. 129-132 (1997)

    • Related Report
      1997 Annual Research Report
  • [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)

    • Related Report
      1997 Annual Research Report
  • [Publications] 十河恒明, 戸川宏一, 谷明勲, 河村廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 日本建築学会大会学術講演梗概集. 959-960 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 十河恒明, 谷明勲, 河村廣: "建築構造物のアクティブ制御実験に基づくディジタルシミュレーション" 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. 373-378 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] Tani,A., Kawamura,H. and Ryuu,S.: "Intelligent Fuzzy Optimal Control of Building Structures," Enginnering Structures. vol.20 No.3. 184-192 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] Fujitani,H., Iiba,M., Kawamura,H., Tani,A.et.al.: "Seismic Response Control Tests and Simulations by Fuzzy Optimal Logic of Building Structures," Enginnering Structures. vol.20 No.3. 164-175 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 谷明勲, 古市靖, 西端雅浩, 劉世宏, 河村廣: "振動台を用いたアクティブ制御実験に関する基礎的研究" 第5回ファジイ建築土木応用シンポジウム講演論文集. (1998)

    • Related Report
      1997 Annual Research Report
  • [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 11^<th> World conference on Earthquake Engineering CD-ROM. Vol.1. Ref.No.425:1-8 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 谷明勲,河村廣: "ニューラルネットワークを用いた構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38号. 121-124 (1996)

    • Related Report
      1996 Annual Research Report
  • [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 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] Tani, A. and Kawamura, H.: "Fuzzy Optimal Control System of Buildings by Neural Network (in Case of Two-Degree-of-Freedom System)" Proc. of The Fifth International Conference on Computing in Civil and Building Engineering. Vol.1. 253-260 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 谷明勲,河村廣: "ニューラルネットワークを用いた多質点系構造物野応答予測に関する研究(GAを用いた学習用データの選定)" 日本建築学会,第18回情報システム利用技術シンポジウム論文集. 325-330 (1995)

    • Related Report
      1995 Annual Research Report
  • [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応答予測に関する研究-建築構造物のアクティブ制御を対象として-" 計測自動制御学会関西支部シンポジウム「モデリングとシステム同定の最前線」. 71-74 (1995)

    • Related Report
      1995 Annual Research Report
  • [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イ最適制御システム(5失点系構造物の場合)" 第3回ファジイ建築土木応用シンポジウム講演論文集. (発表予定). (1996)

    • Related Report
      1995 Annual Research Report

URL: 

Published: 1996-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi