Integration of structural health monitoring in a system performance based life-cycle bridge management framework

被引:60
作者
Okasha, Nader M. [1 ]
Frangopol, Dan M. [1 ]
机构
[1] Lehigh Univ, Ctr Adv Technol Large Struct Syst ATLSS, Dept Civil & Environm Engn, Bethlehem, PA 18015 USA
基金
美国国家科学基金会;
关键词
structural health monitoring; Bayesian updating; performance; life-cycle; extreme value statistics; ORIENTED MULTIOBJECTIVE OPTIMIZATION; EXTREME DATA; MAINTENANCE; PREDICTION; STATE;
D O I
10.1080/15732479.2010.485726
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper, an approach for integrating the information obtained from structural health monitoring in a life-cycle bridge management framework is proposed. The framework is developed on the basis of life-cycle system performance concepts that are also presented in this paper. The performance of the bridge is quantified by incorporating prior knowledge and information obtained from structural health monitoring using Bayesian updating concepts. This performance is predicted in the future using extreme value statistics. Advanced modelling tools and techniques are used for the lifetime reliability computations, including incremental nonlinear finite element analyses, quadratic response surface modelling using design of experiments concepts, and Latin hypercube sampling, among other techniques. The methodology is illustrated on an existing bridge in the state of Wisconsin.
引用
收藏
页码:999 / 1016
页数:18
相关论文
共 51 条
  • [1] Aktan AE, 2002, DTFH6101P00347 FED H
  • [2] Ang A, 2007, PROBABILITY CONCEPTS
  • [3] Ang A. H.-S., 1984, PROBABILITY CONCEPTS, Vii
  • [4] [Anonymous], 0504 ATLSS LEH U
  • [5] [Anonymous], 2003, Bayesian Data Analysis
  • [6] [Anonymous], 1999, Springer Texts in Statistics
  • [7] [Anonymous], 2002, Standard Specifications for Highway Bridges
  • [8] Bedford T., 2001, Probabilistic Risk Analysis: Foundations and Methods
  • [9] Numeric Based Optimization of Monitoringsystems Applied on Arch Barriers
    Bergmeister, Konrad
    Strauss, Alfred
    Zimmermann, Thomas
    [J]. BETON- UND STAHLBETONBAU, 2008, 103 (11) : 748 - 757
  • [10] Bucher C., 2009, COMPUTATIONAL ANAL R, V3