Structural Health Monitoring Based on Automated Operational Modal Analysis: Application to an Arch Bridge

This book chapter presents a strategy to perform the processing of data collected by dynamic monitoring systems in continuous operation, having in mind the evaluation of the structure health. This is based on the use of recently developed algorithms that are able to automatically perform the identification of the structure modal parameters from acceleration time series collected while the structure is in normal operation. From the analysis of the time evolution of natural frequencies associated with relevant modes, it is possible to perceive abnormal changes that might be associated with the appearance of structural damage. As it will be demonstrated throughout the chapter, this is only possible if adequate statistical tools are adopted to minimize the effects of environmental and operational factors, such as the ambient temperature or the traffic intensity over a bridge, on the experimentally identified modal parameters.

[1]  Filipe Magalhães,et al.  Explaining operational modal analysis with data from an arch bridge , 2011 .

[2]  Guido De Roeck,et al.  One-year monitoring of the Z24-Bridge : environmental effects versus damage events , 2001 .

[3]  Bart Peeters,et al.  POLYMAX: A REVOLUTION IN OPERATIONAL MODAL ANALYSIS , 2005 .

[4]  Paul Sas,et al.  Modal Analysis Theory and Testing , 2005 .

[5]  B. Moor,et al.  Subspace identification for linear systems , 1996 .

[6]  Filipe Magalhães,et al.  Evaluation of dynamic properties of the Infante Dom Henrique Bridge , 2006 .

[7]  Bart Peeters,et al.  System identification and damage detection in civil engineering , 2000 .

[8]  Filipe Magalhães,et al.  Dynamic monitoring of a long span arch bridge , 2008 .

[9]  Jyrki Kullaa,et al.  DAMAGE DETECTION OF THE Z24 BRIDGE USING CONTROL CHARTS , 2003 .

[10]  Filipe Magalhães,et al.  Comparative study of system identification techniques applied to New Carquinez Bridge , 2006 .

[11]  Carlo Rainieri,et al.  Automated output-only dynamic identification of civil engineering structures , 2010 .

[12]  J. Hair Multivariate data analysis , 1972 .

[13]  Vladimir Vapnik,et al.  An overview of statistical learning theory , 1999, IEEE Trans. Neural Networks.

[14]  I. R. Stubbs,et al.  Ambient Vibration of Two Suspension Bridges , 1971 .

[15]  Filipe Magalhães,et al.  DynaMo - Software for vibration based structural health monitoring , 2012 .

[16]  Filipe Magalhães,et al.  Damping Estimation Using Free Decays and Ambient Vibration Tests , 2010 .

[17]  Hoon Sohn,et al.  Effects of environmental and operational variability on structural health monitoring , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[18]  Palle Andersen,et al.  Modal Identification from Ambient Responses using Frequency Domain Decomposition , 2000 .

[19]  Douglas C. Montgomery,et al.  Introduction to Statistical Quality Control , 1986 .

[20]  G. De Roeck,et al.  Vibration based Structural Health Monitoring using output-only measurements under changing environment , 2008 .

[21]  Charles R. Farrar,et al.  Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: A literature review , 1996 .

[22]  Francisco Millanes Mato,et al.  Infant Henrique Bridge over the River Douro, Porto , 2005 .

[23]  Hoon Sohn,et al.  A review of structural health monitoring literature 1996-2001 , 2002 .

[24]  Filipe Magalhães,et al.  Online automatic identification of the modal parameters of a long span arch bridge , 2009 .

[25]  Guido De Roeck,et al.  Fully automated (operational) modal analysis , 2012 .

[26]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[27]  Rolph E. Anderson,et al.  Nederlandse samenvatting en bewerking van 'Multivariate data analysis, 4th Edition, 1995' , 1998 .

[28]  Filipe Magalhães,et al.  Vibration based structural health monitoring of an arch bridge: From automated OMA to damage detection , 2012 .

[29]  Filipe Magalhães,et al.  Operational modal analysis for testing and monitoring of bridges and special structures , 2010 .

[30]  Yi-Qing Ni,et al.  Correlating modal properties with temperature using long-term monitoring data and support vector machine technique , 2005 .

[31]  Hoon Sohn,et al.  A Review of Structural Health Review of Structural Health Monitoring Literature 1996-2001. , 2002 .

[32]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .