Finite-Element Model Updating for Assessment of Progressive Damage in a 3-Story In fi lled RC Frame

This paper presents a study on the identification of progressive damage, using an equivalent linear finite-element model updating strategy, in a masonry infilled RC frame that was tested on a shake table. A two-thirds-scale, 3-story, 2-bay, infilled RC frame was tested on the UCSD–NEES shake table to investigate the seismic performance of this type of construction. The shake table tests induced damage in the structure progressively through scaled historical earthquake records of increasing intensity. Between the earthquake tests and at various levels of damage, low-amplitude white-noise base excitations were applied to the infilled RC frame. In this study, the effective modal parameters of the damaged structure have been identified from the white-noise test data with the assumption that it responded in a quasi-linear manner. Modal identification has been performed using a deterministic-stochastic subspace identification method based on the measured input–output data. A sensitivity-based finite-element model updating strategy has been employed to detect, locate, and quantify damage (as a loss of effective local stiffness) based on the changes in the identified effectivemodal parameters. The results indicate that themethod can reliably identify the location and severity of damage observed in the tests. DOI: 10.1061/(ASCE)ST.1943-541X.0000586. © 2013 American Society of Civil Engineers. CE Database subject headings: Structural health monitoring; Shake table tests; Damage; Finite element method; Frames. Author keywords: Structural health monitoring; Shake table tests; System identification; Damage identification; Finite-element model updating; Infilled RC frames.

[1]  G. Roeck,et al.  Structural damage identification of the highway bridge Z24 by FE model updating , 2004 .

[2]  P. G. Bakir,et al.  Damage identification on the Tilff bridge by vibration monitoring using optical fiber strain sensors , 2005 .

[3]  Andreas Stavridis,et al.  Finite-Element Modeling of Nonlinear Behavior of Masonry-Infilled RC Frames , 2010 .

[4]  Andreas Stavridis,et al.  Shake‐table tests of a three‐story reinforced concrete frame with masonry infill walls , 2012 .

[5]  Xianfei He Vibration -based damage identification and health monitoring of civil structures , 2008 .

[6]  M. Friswell,et al.  MODEL UPDATING USING ROBUST ESTIMATION , 2002 .

[7]  François M. Hemez,et al.  Uncertainty and Sensitivity Analysis of Damage Identification Results Obtained Using Finite Element Model Updating , 2009, Comput. Aided Civ. Infrastructure Eng..

[8]  Guido De Roeck,et al.  Damage detection and parameter identification by finite element model updating , 2005 .

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

[10]  C. Ventura,et al.  MODAL ANALYSIS OF NON-CLASSICALLY DAMPED LINEAR SYSTEMS , 1986 .

[11]  D. Allman A quadrilateral finite element including vertex rotations for plane elasticity analysis , 1988 .

[12]  Xxyyzz,et al.  Minimum Design Loads for Buildings and Other Structures , 1990 .

[13]  Joel P. Conte,et al.  System Identification of Alfred Zampa Memorial Bridge Using Dynamic Field Test Data , 2009 .

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

[15]  Jean-Louis Batoz,et al.  Evaluation of a new quadrilateral thin plate bending element , 1982 .

[16]  Joel P. Conte,et al.  Damage Identification of a Composite Beam Using Finite Element Model Updating , 2008, Comput. Aided Civ. Infrastructure Eng..

[17]  Anne Teughels,et al.  Inverse modelling of civil engineering structures based on operational modal data , 2003 .

[18]  Andreas Stavridis,et al.  Analytical and experimental study of seismic performance of reinforced concrete frames infilled with masonry walls , 2009 .

[19]  K. Willam,et al.  Numerical modeling of masonry-infilled RC frames subjected to seismic loads , 2011 .

[20]  Joel P. Conte,et al.  Damage identification study of a seven-story full-scale building slice tested on the UCSD-NEES shake table , 2010 .

[21]  Babak Moaveni,et al.  Environmental effects on the identified natural frequencies of the Dowling Hall Footbridge , 2011 .

[22]  Khalid M. Mosalam,et al.  Shake‐table experiment on reinforced concrete structure containing masonry infill wall , 2006 .

[23]  Rakesh K. Goel,et al.  Comparison of Base Shears Estimated from Floor Accelerations and Column Shears , 2011 .

[24]  J. Luco,et al.  Experimental characterization, modeling and identification of the NEES‐UCSD shake table mechanical system , 2008 .

[25]  J. M. Ko,et al.  Experimental study on identification of stiffness change in a concrete frame experiencing damage and retrofit , 2007 .

[26]  Joel P. Conte,et al.  System Identification Study of a 7-Story Full-Scale Building Slice Tested on the UCSD-NEES Shake Table , 2011 .

[27]  R. Fox,et al.  Rates of change of eigenvalues and eigenvectors. , 1968 .

[28]  Randall J. Allemang,et al.  A Correlation Coefficient for Modal Vector Analysis , 1982 .

[29]  François M. Hemez,et al.  Uncertainty analysis of system identification results obtained for a seven‐story building slice tested on the UCSD‐NEES shake table , 2014 .

[30]  Thomas F. Coleman,et al.  An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds , 1993, SIAM J. Optim..

[31]  Ghassan K. Al-Chaar,et al.  Evaluating Strength and Stiffness of Unreinforced Masonry Infill Structures , 2002 .

[32]  Charles R. Farrar,et al.  A summary review of vibration-based damage identification methods , 1998 .