Nonlinear joint model updating of strong column-weak beam type frames based on instantaneous characteristics of the responses under earthquake excitations

In this article, a novel method based on the instantaneous frequencies and amplitudes of the principal response components is presented for nonlinear joint model updating. The instantaneous frequencies and amplitudes are first extracted by a low-pass filter with Hilbert transform. Then, limited point values of the extracted instantaneous frequencies and amplitudes are applied to represent the response of the nonlinear structure. Finally, an objective function based on the residuals of instantaneous frequencies and amplitudes between experimental structure and finite element model is established using the response surface method. The optimal values of the nonlinear joint model parameters are obtained by minimizing the objective function using simulated annealing algorithm. To verify the effectiveness of the proposed method, a three-story frame with bilinear moment–rotation relationship at the beam-column joints under earthquake excitations is simulated as a numerical example. The accuracy of the proposed nonlinear joint model updating procedure is quantified using the defined error indices. The effects of the selected data point number and the weight factors in the objective function are also discussed in the article. The results indicate that the proposed method can effectively update the nonlinear joint model with high accuracy even with noise effect.

[1]  Wei-Xin Ren,et al.  Nonlinear structural model updating based on instantaneous frequencies and amplitudes of the decomposed dynamic responses , 2015 .

[2]  Shirley J. Dyke,et al.  Nonlinear Model Updating in Concrete Structures based on Ambient Response Data , 2009 .

[3]  K Ang,et al.  A NOTE ON UNIFORM DISTRIBUTION AND EXPERIMENTAL DESIGN , 1981 .

[4]  A. Berman,et al.  Improvement of a Large Analytical Model Using Test Data , 1983 .

[5]  Emmanuel Foltête,et al.  Metrics for nonlinear model updating in structural dynamics , 2009 .

[6]  Wei-Xin Ren,et al.  Response Surface―Based Finite-Element-Model Updating Using Structural Static Responses , 2011 .

[7]  John E. Mottershead,et al.  Finite Element Model Updating in Structural Dynamics , 1995 .

[8]  Samuel da Silva,et al.  Non-linear model updating of a three-dimensional portal frame based on Wiener series , 2011 .

[9]  Gaëtan Kerschen,et al.  PROPER ORTHOGONAL DECOMPOSITION FOR MODEL UPDATING OF NON-LINEAR MECHANICAL SYSTEMS , 2001 .

[10]  Hiroshi Ohmori,et al.  Elasto-plastic analysis based truss optimization using Genetic Algorithm , 2013 .

[11]  Alex Berman,et al.  Optimal weighted orthogonalization of measured modes , 1979 .

[12]  Menahern Baruch,et al.  Optimal Weighted Orttiogonalization of Measured Modes , 1978 .

[13]  G. Box,et al.  On the Experimental Attainment of Optimum Conditions , 1951 .

[14]  Zuo-Cai Wang,et al.  A signal decomposition theorem with Hilbert transform and its application to narrowband time series with closely spaced frequency components , 2012 .

[15]  Ying Lei,et al.  Damage Identification of Frame Structures with Joint Damage under Earthquake Excitation , 2014 .

[16]  Michael Link,et al.  Modelling and updating of local non-linearities using frequency response residuals , 2003 .

[17]  F. Hemez,et al.  REVIEW AND ASSESSMENT OF MODEL UPDATING FOR NON-LINEAR, TRANSIENT DYNAMICS , 2001 .

[18]  Andreas Stavridis,et al.  Nonlinear finite element model updating of an infilled frame based on identified time-varying modal parameters during an earthquake , 2014 .

[19]  T. K. Hasselman,et al.  Principal components analysis for nonlinear model correlation, updating and uncertainty evaluation , 1998 .

[20]  Zuo-Cai Wang,et al.  Analytical mode decomposition of time series with decaying amplitudes and overlapping instantaneous frequencies , 2013 .

[21]  Mehrisadat Makki Alamdari,et al.  Nonlinear joint model updating in assembled structures , 2014 .

[22]  Hamid Ahmadian,et al.  Identification of nonlinear bolted lap joint models , 2012 .

[23]  Shamim N. Pakzad,et al.  Response Surface Model Updating for Nonlinear Structures , 2013 .

[24]  Mohammad Reza Davoodi,et al.  Determination of nonlinear behavior of a ball joint system by model updating , 2012 .

[25]  Wei-Xin Ren,et al.  Finite element model updating in structural dynamics by using the response surface method , 2010 .

[26]  Joel P. Conte,et al.  Nonlinear structural finite element model updating and uncertainty quantification , 2015, Smart Structures.

[27]  Bin Wu,et al.  Simultaneous Identification of Structural Parameter and External Excitation with an Improved Unscented Kalman Filter , 2015 .

[28]  Wei-Xin Ren,et al.  Time-Varying Linear and Nonlinear Structural Identification with Analytical Mode Decomposition and Hilbert Transform , 2013 .

[29]  Bijaya Jaishi,et al.  Finite element model updating based on eigenvalue and strain energy residuals using multiobjective optimisation technique , 2007 .

[30]  Reinhard Schmidt Updating non-linear components , 1994 .

[31]  Emile H. L. Aarts,et al.  Global optimization and simulated annealing , 1991, Math. Program..

[32]  I ScottKirkpatrick Optimization by Simulated Annealing: Quantitative Studies , 1984 .

[33]  Wei-Xin Ren,et al.  Structural Finite Element Model Updating Using Ambient Vibration Test Results , 2005 .