Optimal sensor placement on cables of cable-stayed bridges for structural damage evaluation

Y. L. Guo, Yiqing Ni, J. M. Ko, X. G. Hua

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

Recently, a new static-based method using the measured changes in cable forces to identify structural damage in deck girders of cable-stayed bridges has been developed by the authors. The cable forces can be measured with high precision if done properly, but it is impractical to install sensors on all the cables of a bridge. The amount of structural damage information obtained from the incomplete measurement of cable forces is largely dependent on the sensor layout. In this paper, an optimal sensor placement (OSP) method targeting structural damage evaluation for cable-stayed bridges from the measurement of cable forces is proposed to determine the optimal sensor configuration on cables so that the amount of damage information inherent in the measurement data is maximized. A damage information index (Dil), which measures the damage information contained in the measured cable forces and their changes, is defined based on the cable force sensitivity matrix and adopted as an optimality criterion for the OSP. The optimal sensor locations are expanded iteratively to include the cables which offer the greatest increase in the Dil until the required number of sensors is achieved. The cable-stayed Sutong Bridge is utilized to validate the effectiveness of the proposed method.
Original languageEnglish
Title of host publicationStructural Health Monitoring 2009
Subtitle of host publicationFrom System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009
PublisherDEStech Publications
Pages2131-2138
Number of pages8
Volume2
ISBN (Electronic)9781605950075
Publication statusPublished - 1 Jan 2009
Event7th International Workshop on Structural Health Monitoring: From System Integration to Autonomous Systems, IWSHM 2009 - Stanford University, Stanford, United States
Duration: 9 Sep 200911 Sep 2009

Conference

Conference7th International Workshop on Structural Health Monitoring: From System Integration to Autonomous Systems, IWSHM 2009
CountryUnited States
CityStanford
Period9/09/0911/09/09

ASJC Scopus subject areas

  • Health Information Management
  • Computer Science Applications

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