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Automatic performance evaluation of damage-controlled buildings using smart sensors and pattern recognition

Research Project

Project/Area Number 17360274
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

MITA Akira  Keio University, Faculty of Science and Technology, Professor (60327674)

Co-Investigator(Kenkyū-buntansha) KANEKO Yoshio  Tohoku University, Dept. of Architecture & Building Science, Associate Professor (60312617)
NISHI Hiroaki  Keio University, Faculty of Science and Technology, Associate Professor (00365470)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥16,520,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥1,620,000)
Fiscal Year 2007: ¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Fiscal Year 2006: ¥3,900,000 (Direct Cost: ¥3,900,000)
Fiscal Year 2005: ¥5,600,000 (Direct Cost: ¥5,600,000)
KeywordsSmart sensors / System identification / Health monitoring / Structural control / Pattern recognition / Neural network / デジタルセンサ / 制振構造
Research Abstract

Sustainability of urban structures is dependent on quantitative and reliable information of their conditions, such as levels of deterioration and safety. The structural health monitoring (SHM) system has been extensively studied to acquire the health data and provide information. The SHM requires modern technologies to extract the information relevant to the health of a structure from the enormous amount of data gathered by the system. The integral components of the SUM systems, a smart sensor network far data acquisition, a database server for data storage and management and many diagnosis and prognosis applications using pattern recognition and system identification, were studied. The smart sensor is composed of three boards, a micro network terminal called SUZAKU-V a power supply board and a sensor board. For automatic configuration of the sensor network, the data management system using the star-shape data model and PostgreSQL server was proposed. Sensors and networks, however, can be extended to more novel roles for civil and building engineering applications, such as detecting and recording the histories of environmental conditions and activities of the residents. We call this concept "biofication of living spaces" and consider it an ultimate goal of SHM systems.

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (82 results)

All 2008 2007 2006 2005 Other

All Journal Article (21 results) (of which Peer Reviewed: 13 results) Presentation (59 results) Book (1 results) Remarks (1 results)

  • [Journal Article] 構造ヘルスモニタリング向けスマートセンサネットワーク用高精度時刻同期システム2008

    • Author(s)
      石川 健一郎, 三田 彰
    • Journal Title

      日本地震工学会論文集 8・2

      Pages: 1-10

    • NAID

      130004000204

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Time synchronization of a wired sensor network for structural health monitoring2008

    • Author(s)
      Ishikawa, K. and A.Mita
    • Journal Title

      Smart Materials and Structures 17

      Pages: 15016-15016

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] ドリル削孔試験によるコンクリート構造物の圧縮強度推定に関する基礎的研究2008

    • Author(s)
      近藤 智佳子, 三田 彰
    • Journal Title

      日本地震工学会論文集 8・1

      Pages: 1-15

    • NAID

      130004000201

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Fine Time Synchronization System for Smart Sensor Network for Structural Health Monitoring2008

    • Author(s)
      Ishikawa, K., A., Mita
    • Journal Title

      Journal of JAEE 8-2

      Pages: 1-10

    • NAID

      130004000204

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Time synchronization of a wired sensor network for structural health monitoring2008

    • Author(s)
      Ishikawa, K., A., Mita
    • Journal Title

      Smart Materials and Structures 17

      Pages: 15016-15016

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Basic Study on Concrete Strength Estimation by Drilling Tests2008

    • Author(s)
      Kondo, C., A., Mita
    • Journal Title

      Journal of JAEE 8-1

      Pages: 1-15

    • NAID

      130004000201

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Time synchronization of a wired sensor network for structural health monitoring2008

    • Author(s)
      Ishikawa, K. and A. Mita
    • Journal Title

      Smart Materials and Structures 17

      Pages: 15016-15016

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Damage Indicator Defined as Distance between ARMA Models for Structural Health Monitoring2007

    • Author(s)
      Zheng, H.and A.Mita
    • Journal Title

      Structural Control and Health Monitoring (online)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Acceleration-Based Damage Indicators for Building Structures Using Neural Network Emulators2007

    • Author(s)
      Qian Y.and A.Mita
    • Journal Title

      Structural Control and Health Monitoring (online)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Two-Stage Damage Diagnosis Based on the Distance between ARMA Models and Pre-Whitening Filters2007

    • Author(s)
      Zheng, H.and A.Mita
    • Journal Title

      Smart Materials and Structures 16

      Pages: 1829-1836

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Structural Damage Identification Using Parzen-Window Approach and Neural Networks2007

    • Author(s)
      Qian Y.and A.Mita
    • Journal Title

      Structural Control and Health Monitoring 14

      Pages: 576-590

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Damage Indicator Defined as Distance between ARMA Models for Structural Health Monitoring2007

    • Author(s)
      Zheng, H., A., Mita
    • Journal Title

      Structural Control and Health Monitoring (online)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Acceleration-Based Damage Indicators for Building Structures Using Neural Network Emulators2007

    • Author(s)
      Qian, Y., A., Mita
    • Journal Title

      Structural Control and Health Monitoring (online)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Two-Stage Damage Diagnosis Based on the Distance between ARMA Models and Pre-Whitening Filters2007

    • Author(s)
      Zheng, H., A., Mita
    • Journal Title

      Smart Materials and Structures 16

      Pages: 1829-1836

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Structural Damage Identification Using Parzen-Window Approach and Neural Networks2007

    • Author(s)
      Qian Y., A., Mita
    • Journal Title

      Structural Control and Health Monitoring 14

      Pages: 576-590

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Damage Indicator Defined as Distance between ARMA Models for Structural Health Monitoring2007

    • Author(s)
      Zheng, H. and A. Mita
    • Journal Title

      Structural Control and Health Monitoring online

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Acceleration-Based Damage Indicators for Building Structures Using Neural Network Emulators2007

    • Author(s)
      Qian Y. and A. Mita
    • Journal Title

      Structural Control and Health Monitoring online

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Two-Stage Damage Diagnosis Based on the Distance between ARMA Models and Pre-Whitening Filters2007

    • Author(s)
      Zheng, H. and A. Mita
    • Journal Title

      Smart Materials and Structures 16

      Pages: 1829-1836

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural Damage Identification Using Parzen-Window Approach and Neural Networks2007

    • Author(s)
      Qian Y. and A. Mita
    • Journal Title

      Structural Control and Health Monitoring 14

      Pages: 576-590

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural Health Monitoring System for Buildings with Automatic Data Management System2006

    • Author(s)
      三田彰
    • Journal Title

      Proc. 4th International Conference on Earthquake Engineering

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 構造ヘルスモニタリング向けスマートセンサネットワーク用高精度時刻同期システム

    • Author(s)
      石川 健一郎, 三田 彰
    • Journal Title

      日本地震工学会論文集 (掲載決定)

    • NAID

      130004000204

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Sensors and Structures2008

    • Author(s)
      Mita, A.
    • Organizer
      IStructE Centenary Conference
    • Place of Presentation
      香港
    • Year and Date
      2008-01-25
    • Related Report
      2007 Annual Research Report
  • [Presentation] Sensors and Structures2008

    • Author(s)
      Mita, A
    • Organizer
      IStructE Centenary Conference
    • Place of Presentation
      香港(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Sensors and Structures2008

    • Author(s)
      Mita, A
    • Organizer
      IStructE Centenary Conference
    • Place of Presentation
      Hong Kong
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks for Structural Health Monitoring2007

    • Author(s)
      Mita, A.
    • Organizer
      2nd International Conference on Advances in Experimental Structural Engineering
    • Place of Presentation
      中国、上海
    • Year and Date
      2007-12-04
    • Related Report
      2007 Annual Research Report
  • [Presentation] Acceleration-Based Damage Evaluation of Building Structures with Artificial Neural Networks2007

    • Author(s)
      Qian, Y. and A. Mita
    • Organizer
      3rd International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      カナダ、バンクーバー
    • Year and Date
      2007-11-14
    • Related Report
      2007 Annual Research Report
  • [Presentation] Fine Time Synchronization System for Sensor Grid2007

    • Author(s)
      Ishikawa, K. and A. Mita
    • Organizer
      6th International Workshop on Structural HealthMonitoring
    • Place of Presentation
      米国、スタンフォード大学
    • Year and Date
      2007-09-13
    • Related Report
      2007 Annual Research Report
  • [Presentation] Smart Sensor Networks for Biofication of Living Spaces2007

    • Author(s)
      Mita, A., O. Iwasawa and S. Ogawa
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      米国、スタンフォード大学
    • Year and Date
      2007-09-13
    • Related Report
      2007 Annual Research Report
  • [Presentation] Smart Sensor Networks for Structural Health Monitoring2007

    • Author(s)
      Mita, A
    • Organizer
      2nd International Conference on Advances in Experimental Structural Engineering
    • Place of Presentation
      上海(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Acceleration-Based Damage Evaluation of Building Structures with Artificial Neural Networks2007

    • Author(s)
      Qian, Y.and A.Mita
    • Organizer
      3rd International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      バンクーバー(カナダ)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance Assessment of a Building with Passive Dampers using MIMO System Identification2007

    • Author(s)
      Kudo, R., Y.Nakamura and A.Mita
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      スタンフォード大学(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Fine Time Synchronization System for Sensor Grid2007

    • Author(s)
      Ishikawa, K.and A.Mita
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      スタンフォード大学(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks for Biofication of Living Spaces2007

    • Author(s)
      Mita, A., O.Iwasawa and S.Ogawa
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      スタンフォード大学(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks with Automatic Configuration Mechanism for Structural Health Monitoring Systems2007

    • Author(s)
      Mita, A., O.Iwasawa and S.Ogawa
    • Organizer
      III ECCOMAS Thematic Conference on Smart Structures and Materials
    • Place of Presentation
      グダニスク(ポーランド)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Assessment of Concrete Structures by Drilling Tests2007

    • Author(s)
      Kondo, C.and A.Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      重慶・南京(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Blocked Beacon Discovering Scheme for Sensor localization2007

    • Author(s)
      Wan, C.F.and A.Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      重慶・南京(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Condition Assessment of Buildings using Acceleration Data for Life Cycle Predictions2007

    • Author(s)
      Qian, Y.and A.Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      重慶・南京(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Application of XML Database to Autonomous Configuration Control and Data Transfer for Sensor Networks in Buildings2007

    • Author(s)
      Shoji, M.and A.Mita
    • Organizer
      SPIE, Smart Structures and Materials&NDE
    • Place of Presentation
      サンディエゴ(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Indicator for Building Structures using Artificial Neural Networks as Emulators2007

    • Author(s)
      Mita, A and Y.Qian
    • Organizer
      SPIE, Smart Structures and Materials&NDE
    • Place of Presentation
      サンディエゴ(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks for Structural Health Monitoring2007

    • Author(s)
      Mita, A
    • Organizer
      2nd International Conference on Advances in Experimental Structural Engineering
    • Place of Presentation
      Shanghai, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Acceleration-Based Damage Evaluation of Building Structures with Artificial Neural Networks2007

    • Author(s)
      Qian, Y., A., Mita
    • Organizer
      3rd International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      Vancouver, Canada
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance Assessment of a Building with Passive Dampers using MIMO System Identification2007

    • Author(s)
      Kudo, R., Y., Nakamura and A. Mita
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Stanford University, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Fine Time Synchronization System for Sensor Grid2007

    • Author(s)
      Ishikawa, K., A., Mita
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Stanford University, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks for Biofication of Living Spaces2007

    • Author(s)
      Mita, A., O., Iwasawa, S., Ogawa
    • Organizer
      6th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Stanford University, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Smart Sensor Networks with Automatic Configuration Mechanism for Structural Health Monitoring Systems2007

    • Author(s)
      Mita, A., O., Iwasawa, S. Ogawa
    • Organizer
      III ECCOMAS Thematic Conference on Smart Structures and Materials
    • Place of Presentation
      Gdansk, Poland
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Assessment of Concrete Structures by Drilling Tests2007

    • Author(s)
      Kondo, C., A., Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      Chongqing & Nanjing, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Blocked Beacon Discovering Scheme for Sensor localization2007

    • Author(s)
      Wan, C. F., A., Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      Chongqing & Nanjing, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Condition Assessment of Buildings using Acceleration Data for Life Cycle Predictions2007

    • Author(s)
      Qian, Y., A., Mita
    • Organizer
      World Forum on Smart Materials and Smart Structures Technology
    • Place of Presentation
      Chongqing & Nanjing, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Application of XML Database to Autonomous Configuration Control and Data Transfer for Sensor Networks in Buildings2007

    • Author(s)
      Shoji, M., A., Mita
    • Organizer
      SPIE, Smart Structures and Materials & NDE
    • Place of Presentation
      San Diego, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Indicator for Building Structures using Artificial Neural Networks as Emulators2007

    • Author(s)
      Mita, A, Y., Qian
    • Organizer
      SPIE, Smart Structures and Materials & NDE
    • Place of Presentation
      San Diego, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Time Synchronization System for Sensor Grid2006

    • Author(s)
      Ishikawa, K.and A.Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      横浜
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Cepstral Metric for Structural Health Monitoring2006

    • Author(s)
      Zheng, H.and A.Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      横浜
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Time Series-Based Damage Evaluation Algorithm with Application to Building Structures2006

    • Author(s)
      Qian, Y.and A.Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      横浜
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Structural Health Monitoring System for Buildings with Automatic Data Management System2006

    • Author(s)
      Mita, A., T.Inamura, and S.Yoshikawa
    • Organizer
      4th International Conference on Earthquake Engineering
    • Place of Presentation
      台北(台湾)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Networked Health Monitoring System for Buildings and its Data Model2006

    • Author(s)
      Mita, A., T.Inamura, and S.Yoshikawa
    • Organizer
      Third European Workshop Structural Health Monitoring
    • Place of Presentation
      グラナダ(スペイン)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Experimental Study on Localization and Quantification of Structural Damage Using ZigBee Motes2006

    • Author(s)
      Qian, Y.Akira Mita, Erik H.Clayton and Shirley J.Dyke
    • Organizer
      Third European Workshop Structural Health Monitoring
    • Place of Presentation
      グラナダ(スペイン)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Matlab-Based Health Monitoring System for Buildings and Its Data Management System2006

    • Author(s)
      Mita, A, T.Inamura, and S.Yoshikawa
    • Organizer
      Third International Conference on Urban Earthquake Engineering
    • Place of Presentation
      横浜
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Detection of Structures Using Support Vector Machines Under Various Boundary Conditions2006

    • Author(s)
      Shimada, M., Akira Mita and Maria.Q.Feng
    • Organizer
      SPIE, Smart Structures and Materials&NDE
    • Place of Presentation
      サンディエゴ(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Database System for Structural Health Monitoring of Buildings2006

    • Author(s)
      Inamura, T.and A.Mita
    • Organizer
      SPIE, Smart Structures and Materials&NDE
    • Place of Presentation
      サンディエゴ(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Detection of Wooden Buildings Using Chaos Analysis and System Identification2006

    • Author(s)
      Hijikata, K.and A.Mita
    • Organizer
      SPIE, Smart Structures and Materials&NDE
    • Place of Presentation
      サンディエゴ(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Time Synchronization System for Sensor Grid2006

    • Author(s)
      Ishikawa, K. and A. Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      Yokohama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Cepstral Metric for Structural Health Monitoring2006

    • Author(s)
      Zheng, H, . A., Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      Yokohama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Time Series-Based Damage Evaluation Algorithm with Application to Building Structures2006

    • Author(s)
      Qian, Y., A., Mita
    • Organizer
      Asia-Pacific Workshop on Structural Health Monitoring
    • Place of Presentation
      Yokohama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Structural Health Monitoring System for Buildings with Automatic Data Management System2006

    • Author(s)
      Mita, A., T., Inamura, S., Yoshikawa
    • Organizer
      4th International Conference on Earthquake Engineering
    • Place of Presentation
      Taipei, Taiwan
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Networked Health Monitoring System for Buildings and its Data Model2006

    • Author(s)
      Mita, A., T., Inamura, S., Yoshikawa
    • Organizer
      Third European Workshop Structural Health Monitoring
    • Place of Presentation
      Granada, Spain
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Experimental Study on Localization and Quantification of Structural Damage Using ZigBee Motes2006

    • Author(s)
      Qian, Y Akira Mita, Erik H. Clayton and Shirley J. Dyke
    • Organizer
      Third European Workshop Structural Health Monitoring
    • Place of Presentation
      Granada, Spain
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Matlab-Based Health Monitoring System for Buildings and Its Data Management System2006

    • Author(s)
      Mita, A, T., Inamura, S., Yoshikawa
    • Organizer
      Third International Conference on Urban Earthquake Engineering
    • Place of Presentation
      Yokohama
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Detection of Structures Using Support Vector Machines Under Various Boundary Conditions2006

    • Author(s)
      Shimada, M., Akira, Mita, Maria. Q., Feng
    • Organizer
      SPIE, Smart Structures and Materials & NDE
    • Place of Presentation
      San Diego, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Database System for Structural Health Monitoring of Buildings2006

    • Author(s)
      Inamura, T. and A. Mita
    • Organizer
      SPIE, Smart Structures and Materials & NDE
    • Place of Presentation
      San Diego, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Detection of Wooden Buildings Using Chaos Analysis and System Identification2006

    • Author(s)
      Hijikata, K., A., Mita
    • Organizer
      SPIE, Smart Structures and Materials & NDE
    • Place of Presentation
      San Diego, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] System Identification of Multi-Site Pseudo-Dynamic Experiment Using NEESgrid2005

    • Author(s)
      Xie, L.Y.and A.Mita
    • Organizer
      Second International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      深?(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Qualitative and Quantitative Damage Detection Algorithm for Structures Using Pattern Classification and Sensitivity Analysis2005

    • Author(s)
      Mita, A.and Y.Qian
    • Organizer
      Second International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      深?(中国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Digital Vibration Sensor using Delta-Sigma Modulation for Structural Health Monitoring,"Proc.of the,Stanford University,829-836(2005.09)2005

    • Author(s)
      Zheng, H., A.Mita and S.Yoshikawa
    • Organizer
      5th International Workshop on Structural Health Monitoring
    • Place of Presentation
      スタンフォード大学(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Identification of Structures Based on Pattern Classification using Limited Number of Sensors2005

    • Author(s)
      Qian, Y.and A.Mita
    • Organizer
      5th International Workshop on Structural Health Monitoring
    • Place of Presentation
      スタンフォード大学(米国)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Digital Sensor Network Using Delta-Sigma Modulation for Health Monitoring of Large Structures2005

    • Author(s)
      Yoshikawa, S.and A.Mita
    • Organizer
      II ECCOMAS Thematic Conference on Smart Structures and Materials
    • Place of Presentation
      リスボン(スペイン)
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] System Identification of Multi-Site Pseudo-Dynamic Experiment Using NEESgrid2005

    • Author(s)
      Xie, L. Y. and A. Mita
    • Organizer
      Second International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      Shenzhen, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Qualitative and Quantitative Damage Detection Algorithm for Structures Using Pattern Classification and Sensitivity Analysis2005

    • Author(s)
      Mita, A., Y., Qian
    • Organizer
      Second International Conference on Structural Health Monitoring of Intelligent Infrastructure
    • Place of Presentation
      Shenzhen, China
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Digital Vibration Sensor using Delta-Sigma Modulation for Structural Health Monitoring2005

    • Author(s)
      Zheng, H., A., Mita, S., Yoshikawa
    • Organizer
      5th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Stanford University, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Damage Identification of Structures Based on Pattern Classification using Limited Number of Sensors2005

    • Author(s)
      Qian, Y., A., Mita
    • Organizer
      5th International Workshop on Structural Health Monitoring
    • Place of Presentation
      Stanford University, U. S. A.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Digital Sensor Network Using Delta-Sigma Modulation for Health Monitoring of Large Structures2005

    • Author(s)
      Yoshikawa, S., A., Mita
    • Organizer
      II ECCOMAS Thematic Conference on Smart Structures and Materials
    • Place of Presentation
      Lisbon, Spain
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] サステナブル生命建築2005

    • Author(s)
      村上周三 他8名
    • Total Pages
      234
    • Publisher
      共立出版
    • Related Report
      2005 Annual Research Report
  • [Remarks]

    • URL

      http://www.mita.sd.keio.ac.jp/

    • Related Report
      2007 Annual Research Report

URL: 

Published: 2005-04-01   Modified: 2016-04-21  

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