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OPTIMAL SENSOR PLACEMENT METHOD FOR THE PURPOSE OF STRUCTURAL HEALTH MONITORING

  • H. F. Lam*
  • , H. M. Chow
  • , T. Yin
  • *Corresponding author for this work

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Abstract

    A methodology is presented in this paper for the identification of an effective way to install a given number of sensors on a structure to extract as much information as possible for structural model updating utilizing measured dynamic data. The information entropy is employed as a measure to quantify the uncertainties of the set of identified model parameters. The problem of optimal sensor placement is then formulated as a discrete optimization problem, in which the information entropy measure is minimized, with the sensor configurations as the minimization variables. The methodology is illustrated numerically and experimentally using shear building models. The performance of the optimal sensor placement technique is verified using the results of model updating based on measured acceleration responses of a 4-storey shear building model under laboratory conditions.

    Original languageEnglish
    Title of host publicationPROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON TALL BUILDINGS
    EditorsFTK Au
    PublisherResearch Publishing Services
    Pages183-192
    ISBN (Print)978-962-8014-19-4
    Publication statusPublished - 2010
    Event7th International Conference on Tall Buildings - Hong Kong
    Duration: 29 Oct 200930 Oct 2009

    Conference

    Conference7th International Conference on Tall Buildings
    CityHong Kong
    Period29/10/0930/10/09

    Research Keywords

    • genetic algorithm
    • information entropy
    • optimal sensor placement
    • structural model updating
    • IDENTIFICATION
    • LOCATIONS

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