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Resilient Vibration Control Method Considering Functional Continuity and Rapid Restoration

Research Project

Project/Area Number 20H02301
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 23010:Building structures and materials-related
Research InstitutionKeio University

Principal Investigator

Kohiyama Masayuki  慶應義塾大学, 理工学部(矢上), 教授 (10333577)

Co-Investigator(Kenkyū-buntansha) 西 宏章  慶應義塾大学, 理工学部(矢上), 教授 (00365470)
高橋 正樹  慶應義塾大学, 理工学部(矢上), 教授 (10398638)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥17,680,000 (Direct Cost: ¥13,600,000、Indirect Cost: ¥4,080,000)
Fiscal Year 2023: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2022: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2021: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2020: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Keywords制震 / 協調制御 / 事業継続 / レジリエンス / 設備
Outline of Research at the Start

建物と設備の振動制御により、機能維持だけでなく復旧時間の短縮までを考慮することで、総合的なレジリエンス性能を向上できるか明らかにする。具体的には以下の4項目を解明する。
①復旧時間を短縮する振動制御のためのセンサー・アクチュエーターの設置位置
②制御系設計に適した損傷‐復旧モデル
③復旧時間を短縮する制御系設計法とその有効性
④機能維持性と早期修復性の双方を考慮した建物・設備の協調制御手法とその有効性

Outline of Final Research Achievements

A control system design method to improve resilience performance was developed for medical facilities. Fragility curves and a probability model of recovery time were developed based on information on earthquake damage and recovery of equipment. We proposed a control system design method that searches for LQR control parameters to maximize resilience performance using the recovery curve, which represents the time evolution of facility functionality against assumed earthquake motion, and verified the effectiveness of the method.
We also developed a warm standby method for data centers, which predicts the earthquake response of servers and migrates virtual machines to the standby system based on the probability of exceeding the threshold value to maintain the functionality.
In addition, we developed a seismic control system that enhances resilience performance by utilizing an elevated water tank as a sloshing damper, which is a bottleneck for functional maintenance and early recovery.

Academic Significance and Societal Importance of the Research Achievements

これまで、土木・建築・機械構造物の地震対策技術としてアクティブ・セミアクティブ制御の研究は広く行われているが、地震後の復旧のフェーズまで視野に入れて制御系の設計を行っているものは存在しなかった。
そのような背景のもと、本研究は建築・機械の構造振動制御分野と情報・通信技術分野の研究者が連携して、機能維持から復旧まで総合的なレジリエンス性能の向上を目指し構造制御を行う制御手法や情報システム、制震装置の開発に取り組んだ。
新規性・独創性が高く、新たな地震防災技術を切り拓いたと考えられる。

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (39 results)

All 2023 2022 2021 2020

All Journal Article (26 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 24 results,  Open Access: 10 results) Presentation (13 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] A Warm Standby Based on the Probability to Exceed Damage Threshold for Seismic Response of a Server2023

    • Author(s)
      木田 祐輔,平岡 笑暢,小檜山 雅之
    • Journal Title

      Journal of Social Safety Science

      Volume: 43 Issue: 0 Pages: 19-27

    • DOI

      10.11314/jisss.43.19

    • ISSN
      1345-2088, 2187-9842
    • Year and Date
      2023-11-10
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] STUDY ON A SIMPLIFIED MODEL OF A HIGH-RISE SHEAR-TYPE BUILDING FOR EVALUATION OF Q–Δ RESONANCE2023

    • Author(s)
      穴水亮輔,小檜山雅之
    • Journal Title

      Journal of Structural and Construction Engineering (Transactions of AIJ)

      Volume: 88 Issue: 803 Pages: 59-70

    • DOI

      10.3130/aijs.88.59

    • ISSN
      1340-4202, 1881-8153
    • Year and Date
      2023-01-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Study on a simplified model of a high‐rise shear‐type building for evaluation of Q-Δ resonance2023

    • Author(s)
      Anamizu Ryosuke, Kohiyama Masayuki
    • Journal Title

      Japan Architectural Review

      Volume: 6 Issue: 1

    • DOI

      10.1002/2475-8876.12406

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Three-Dimensional Frame Analysis of Q-Δ Resonance of Center-Core Biaxially Symmetrical High-Rise Building Under Long-Period Earthquake Motion2023

    • Author(s)
      Kohiyama Masayuki, Maki Shiori
    • Journal Title

      Proceedings of the 9th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2023)

      Volume: 1 Pages: 961-970

    • DOI

      10.7712/120123.10449.21098

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experiment and Simulation of Q-Δ Resonance Using Four-Layer Bending-Shear Type Specimen2023

    • Author(s)
      Kai Ryohei, Kohiyama Masayuki
    • Journal Title

      Proceedings of the 9th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2023)

      Volume: 1 Pages: 971-981

    • DOI

      10.7712/120123.10450.21152

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Probability Distribution of Torsional Response by Q-Δ Resonance of Multi-Story Building under Long-Period Seismic Motion2023

    • Author(s)
      Masayuki Kohiyama
    • Journal Title

      Proceedings of the 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14)

      Volume: -

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Temperature Monitoring and Airflow Control System for Balancing the Greenhouse Environment Using IEEE 1451 Standards2023

    • Author(s)
      Nishi Hiroaki, Takayama Yuki, Wijekoon Janaka L., Song Eugene Y., Lee Kang B.
    • Journal Title

      IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon51785.2023.10312312

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Attention-PVS for Domestic Hot Water Consumption Forecasting in Individual Household2023

    • Author(s)
      Sonoda Ayu, Compagnon Paul, Reyboz Marina, Nishi Hiroaki
    • Journal Title

      IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon51785.2023.10312535

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Estimation of Indoor Space Temperature Distribution Using Heat Maps2023

    • Author(s)
      Hayashi Emiri, Sonoda Ayu, Nishikawa Akihito, Nishi Hiroaki
    • Journal Title

      IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon51785.2023.10312097

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Torsional behavior of a non-eccentric structure considering the effect of shear deformations in vertical members2022

    • Author(s)
      Maki, S. and Kohiyama, M.
    • Journal Title

      Japan Architectural Review

      Volume: 5 Issue: 4 Pages: 404-431

    • DOI

      10.1002/2475-8876.12290

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] FUNDAMENTAL STUDY OF Q-Δ RESONANCE CONSIDERING HIGHER-ORDER MODES BY SHAKING TABLE EXPERIMENTS AND FINITE ELEMENT ANALYSIS2022

    • Author(s)
      穴水亮輔, 小檜山雅之
    • Journal Title

      Journal of Structural Engineering B

      Volume: 68B Issue: 0 Pages: 386-396

    • DOI

      10.3130/aijjse.68B.0_386

    • ISSN
      0910-8033, 2436-6285
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] スマートコミュニティ・スマートシティでのエッジコンピューティングの本当の役割 エッジコンピューティングの位置自在性・透明性が社会を変える2022

    • Author(s)
      西宏章
    • Journal Title

      JBPress

      Volume: -

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Survey of Protocols for V2G Communications2022

    • Author(s)
      Subhaditya Shom, Arpan Guha, Kim Fung Tsang, Hiroaki Nishi, Chung Kit Wu, Khaled Shuaib, Hamid Sharif, and Mahmoud Alahmad
    • Journal Title

      Proceedings of the 23rd IEEE International Conference on Industrial Technology, IEEE IES ICIT2022

      Volume: - Pages: 1-8

    • DOI

      10.1109/icit48603.2022.10002733

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Greenhouse Heat Map Generation with Deep Neural Network Using Limited Number of Temperature Sensors2022

    • Author(s)
      Ayu Sonoda, Yuki Takayama, Ayaki Sugawara, and Hiroaki Nishi
    • Journal Title

      Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon49645.2022.9968606

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Anomalous Sound Detection, Extraction, and Localization for Refrigerator Units Using a Microphone Array2022

    • Author(s)
      Akihito Nishikawa, Kazuhiro Hattori, Motomasa Tanaka, Hiroaki Muranami, and Hiroaki Nishi
    • Journal Title

      Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon49645.2022.9969098

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum Configuration of Edge Computing Protocols for Industrial Internet-of-Thing Applications2022

    • Author(s)
      Mohammad Bakhtiari, Yang Wei, Hiroaki Nishi, Kim Fung Tsang, Nasser Aljuhaishi, and Mahmoud Alahmad
    • Journal Title

      Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon49645.2022.9969057

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Implementation of IEEE P1451.0 and P1451.1.6 Standards-based Sensor Network2022

    • Author(s)
      Hiroaki Nishi, Kang Lee
    • Journal Title

      Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon49645.2022.9968652

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Torsional response of a bisymmetric structure induced by bending-torsion interaction in vertical members2022

    • Author(s)
      Masayuki Kohiyama, Hiroki Yokoyama, Shiori Maki
    • Journal Title

      Japan Architectural Review

      Volume: 5 Issue: 1 Pages: 3-19

    • DOI

      10.1002/2475-8876.12249

    • NAID

      210000170180

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Time Synchronization of IEEE P1451.0 and P1451.1.6 Standard-based Sensor Networks2021

    • Author(s)
      Hiroaki Nishi, Eugene Y. Song, Yuichi Nakamura, Kang B. Lee, Yucheng Liu, Kim Fung Tsang
    • Journal Title

      Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society (IECON2021)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon48115.2021.9589904

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Recommendation System for Energy Consumption Behavior Change on Residents’ Response and Stress2021

    • Author(s)
      Yuki Takayama, Yuiko Sakuma, Hiroaki Nishi
    • Journal Title

      Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society (IECON2021)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon48115.2021.9589458

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Air-Conditioning Control with Spatial Recognition Using Stereo Infrared Array Sensors2021

    • Author(s)
      Yuki Takayama, Saki Saito, Yuiko Sakuma, Hiroaki Nishi
    • Journal Title

      Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society (IECON2021)

      Volume: - Pages: 1-6

    • DOI

      10.1109/iecon48115.2021.9589925

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Load Balancing Method Using Server Temperature Prediction Considering Multiple Internal Heat Sources in Data Centers2021

    • Author(s)
      Xin Yao, Minato Omori, Hiroaki Nishi
    • Journal Title

      Proceedings of the 2021 IEEE International Conference on Mechatronics (ICM)

      Volume: - Pages: 1-7

    • DOI

      10.1109/icm46511.2021.9385604

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wireless Seismic Response Control Of An Instrument With Casters Based On Reinforced Learning Considering Stochastic Models Of Computer Vision2020

    • Author(s)
      K. Wakabayashi, M. Kohiyama, R. Eguchi, M. Takahashi
    • Journal Title

      Proceedings of The Seventh Asian-Pacific Symposium on Structural Reliability and Its Applications (APSSRA2020)

      Volume: - Pages: none

    • DOI

      10.15083/00079812

    • NAID

      120007139852

    • URL

      https://repository.dl.itc.u-tokyo.ac.jp/records/54696

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Low-Information-Loss Anonymization of Trajectory Data Considering Map Information2020

    • Author(s)
      Masahiro Hashimoto, Ryo Morishima, Hiroaki Nishi
    • Journal Title

      Proceedings of the 29th International Symposium on Industrial Electronics (ISIE2020)

      Volume: - Pages: 461-466

    • DOI

      10.1109/isie45063.2020.9152438

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Video Object Detection Method Using Single-Frame Detection and Motion Vector Tracking2020

    • Author(s)
      Masato Nohara, Hiroaki Nishi
    • Journal Title

      Proceedings of the IEEE International Conference on Industrial Informatics’20 (INDIN2020)

      Volume: - Pages: 119-125

    • DOI

      10.1109/indin45582.2020.9442163

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Representation of Plant Structure using XML and Its Application to Cultivation Management2020

    • Author(s)
      Saki Saito, Kanami Yuyama, Masahisa Ishii, Victor Huang, Hiroaki Nishi
    • Journal Title

      Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA2020)

      Volume: - Pages: 125-131

    • DOI

      10.1109/etfa46521.2020.9212015

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] サーバ地震応答の故障閾値超過確率に基づくウォームスタンバイ法の震動台実験2023

    • Author(s)
      平岡笑暢,木田祐輔,小檜山雅之
    • Organizer
      日本建築学会大会(近畿)学術講演会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 地震応答の安全限界超過確率に基づくサーバのウォームスタンバイ法の提案2023

    • Author(s)
      平岡笑暢,木田祐輔,小檜山雅之
    • Organizer
      第10回構造物の安全性・信頼性に関する国内シンポジウム
    • Related Report
      2023 Annual Research Report
  • [Presentation] Linear Quadratic Regulator Design for a Seismic Control System to Minimize Recovery Time of Medical Facility2022

    • Author(s)
      Masayuki Kohiyama and Akiho Kitatani
    • Organizer
      The 8th World Conference on Structural Control and Monitoring (8WCSCM)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 長周期地震動によるセンターコア型二軸対称超高層建物のQ-Δ共振に関する立体骨組解析2022

    • Author(s)
      牧 栞里,小檜山雅之
    • Organizer
      日本地震工学会・大会-2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] 4層曲げせん断型試験体のQ-Δ共振実験2022

    • Author(s)
      甲斐凌平,小檜山雅之
    • Organizer
      日本地震工学会・大会-2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] IEEE P1451.1.6: Standards Review2022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      IES Standards / InterOP Plugfest, held in the 23rd IEEE International Conference on Industrial Technology
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Practice of Standardization Activities in IEEE SA - IEEE P2992 Data Expression, Exchange, and Processing in Smart Agriculture -2022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      IEEE SA / NARO Workshop
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] IEEE P1451.1.62022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      IES Standards / InterOP Plugfest, held in the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] IEEE P2992 - Data Expression, Exchange, and Processing in Smart Agriculture2022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      IES Standards / InterOP Plugfest, held in the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Demonstration of IEEE P1451.1.62022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      IES Standards / InterOP Plugfest Demo, held in the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sustainable development of a data-driven smart city through Public-Private Partnerships2022

    • Author(s)
      Hiroaki Nishi
    • Organizer
      Saitama Sustainable Cities Summit, E-KIZUNA Global Summit
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 医療施設のレジリエンス向上を目的とした制震装置のLQR制御系設計法2021

    • Author(s)
      小檜山雅之,若林憲人,髙橋大吾
    • Organizer
      2021年度日本建築学会大会(東海)学術講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 離散直交基底S 変換のランダム位相スペクトログラムによる模擬地震動生成の妥当性の検討2021

    • Author(s)
      小山裕輝,小檜山雅之
    • Organizer
      日本地震工学会・大会-2021
    • Related Report
      2021 Annual Research Report

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Published: 2020-04-28   Modified: 2025-01-30  

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