Wavelet-based generation of spatially correlated accelerograms

Abstract For the seismic analysis of complex or nonlinear extended structures, it is useful to generate a set of properly correlated earthquake accelerograms that are consistent with a specified seismic hazard. A new simulation approach is presented in this paper for the generation of ensembles of spatially correlated accelerograms such that the simulated motions are consistent with (i) a parent accelerogram in the sense of temporal variations in frequency content, (ii) a design spectrum in the mean sense, and (iii) with a given instantaneous coherency structure. The formulation is based on the extension of stochastic decomposition technique to wavelet domain via the method of spectral factorization. A complex variant of the modified Littlewood-Paley wavelet function is proposed for the wavelet-based representation of earthquake accelerograms, such that this explicitly brings out the phase information of the signal, besides being able to decompose it into component time-histories having energy in non-overlapping frequency bands. The proposed approach is illustrated by generating ensembles of accelerograms at four stations.

[1]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[2]  S. Santa-Cruz,et al.  CONDITIONAL SIMULATION OF A CLASS OF NONSTATIONARY SPACE-TIME RANDOM FIELDS , 2000 .

[3]  Qing-shan Yang,et al.  A practical coherency model for spatially varying ground motions , 2000 .

[4]  Manish Shrikhande,et al.  Synthesizing Ensembles of Spatially Correlated Accelerograms , 1998 .

[5]  Ahsan Kareem,et al.  Applications of wavelet transforms in earthquake, wind and ocean engineering , 1999 .

[6]  Hong Hao,et al.  Modelling and simulation of spatially varying earthquake ground motions at sites with varying conditions , 2012 .

[7]  Masanobu Shinozuka,et al.  Stochastic Fields and their Digital Simulation , 1987 .

[8]  M. Novak,et al.  Simulation of Spatially Incoherent Random Ground Motions , 1993 .

[9]  N. Abrahamson,et al.  Spatial coherency of shear waves from the Lotung, taiwan large-scale seismic test , 1991 .

[10]  H. L. Wong,et al.  Response of a rigid foundation to a spatially random ground motion , 1986 .

[11]  A. Grossmann,et al.  DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE , 1984 .

[12]  Pol D. Spanos,et al.  EFFICIENT ITERATIVE ARMA APPROXIMATION OF MULTIVARIATE RANDOM PROCESSES FOR STRUCTURAL DYNAMICS APPLICATIONS , 1996 .

[13]  Aspasia Zerva,et al.  Physically compliant, conditionally simulated spatially variable seismic ground motions for performance‐based design , 2006 .

[14]  Pierfrancesco Cacciola,et al.  A stochastic approach for generating spectrum compatible fully nonstationary earthquakes , 2010 .

[15]  Michael D. Shields,et al.  Simulation of Spatially Correlated Nonstationary Response Spectrum–Compatible Ground Motion Time Histories , 2015 .

[16]  Agathoklis Giaralis,et al.  Wavelet-based response spectrum compatible synthesis of accelerograms—Eurocode application (EC8) , 2009 .

[17]  Y. Ohsaki,et al.  On the significance of phase content in earthquake ground motions , 1979 .

[18]  Pierfrancesco Cacciola,et al.  Generation of response-spectrum-compatible artificial earthquake accelerograms with random joint time-frequency distributions , 2012 .

[19]  Y. Yeh,et al.  Spatial variation and stochastic modelling of seismic differential ground movement , 1988 .

[20]  Biswajit Basu,et al.  Wavelet analytic non-stationary seismic response of tanks , 2003 .

[21]  George Deodatis,et al.  Non-stationary stochastic vector processes: seismic ground motion applications , 1996 .

[22]  Guoqing Huang,et al.  An efficient simulation approach for multivariate nonstationary process: Hybrid of wavelet and spectral representation method , 2014 .

[23]  O. Ramadan,et al.  Simulation of Multidimensional, Anisotropic Ground Motions , 1994 .

[24]  J. Penzien,et al.  Multiple-station ground motion processing and simulation based on smart-1 array data , 1989 .

[25]  Masanobu Shinozuka,et al.  Simulation of Multivariate and Multidimensional Random Processes , 1971 .

[26]  Y. K. Wen,et al.  DESCRIPTION AND SIMULATION OF NONSTATIONARY PROCESSES BASED ON HILBERT SPECTRA , 2004 .

[27]  Wei Liu,et al.  Modeling of spatially correlated, site-reflected, and nonstationary ground motions compatible with response spectrum , 2013 .

[28]  A. Kiureghian A COHERENCY MODEL FOR SPATIALLY VARYING GROUND MOTIONS , 1996 .

[29]  G. Fenton,et al.  Conditional Simulation of Spatially Correlated Earthquake Ground Motion , 1993 .

[30]  Armen Der Kiureghian,et al.  Simulation of spatially varying ground motions including incoherence, wave‐passage and differential site‐response effects , 2012 .

[31]  A. Zerva,et al.  Effect of surface layer stochasticity on seismic ground motion coherence and strain estimates , 1997 .

[32]  Shahram Sarkani,et al.  Efficient Simulation of Multidimensional Random Fields , 1997 .

[33]  Chin-Hsiung Loh,et al.  Directionality and simulation in spatial variation of seismic waves , 1990 .

[34]  Aspasia Zerva,et al.  On the spatial variation of seismic ground motions and its effects on lifelines , 1994 .

[35]  B. Basu,et al.  Wavelet-Based Analysis of the Non-Stationary Response of a Slipping Foundation , 1999 .

[36]  John F. Schneider,et al.  Empirical Spatial Coherency Functions for Application to Soil-Structure Interaction Analyses , 1991 .

[37]  Ahsan Kareem,et al.  Simulation of Multivariate Nonstationary Random Processes by FFT , 1991 .

[38]  Vinay K. Gupta,et al.  Wavelet‐based characterization of design ground motions , 2002 .

[39]  Aspasia Zerva,et al.  Response of multi-span beams to spatially incoherent seismic ground motions , 1990 .

[40]  Biswajit Basu,et al.  Non‐stationary seismic response of tanks with soil interaction by wavelets , 2001 .

[41]  B. Basu,et al.  Non‐stationary seismic response of MDOF systems by wavelet transform , 1997 .

[42]  George Deodatis,et al.  A method for generating fully non-stationary and spectrum-compatible ground motion vector processes , 2011 .

[43]  Ahsan Kareem,et al.  Simulation of Multivariate Nonstationary Random Processes: Hybrid DFT and Digital Filtering Approach , 1997 .

[44]  B. Basu,et al.  SEISMIC RESPONSE OF SDOF SYSTEMS BY WAVELET MODELING OF NONSTATIONARY PROCESSES , 1998 .

[45]  P. Spanos,et al.  Evolutionary Spectra Estimation Using Wavelets , 2004 .

[46]  Chin-Hsiung Loh,et al.  Analysis of the spatial variation of seismic waves and ground movements from smart‐1 array data , 1985 .

[47]  Xinzhong Chen,et al.  Wavelets-based estimation of multivariate evolutionary spectra and its application to nonstationary downburst winds , 2009 .

[48]  Pol D. Spanos,et al.  Random Field Representation and Synthesis Using Wavelet Bases , 1996 .

[49]  J. Iyama,et al.  Application of wavelets to analysis and simulation of earthquake motions , 1999 .

[50]  N. C. Nigam Phase properties of a class of random processes , 1982 .

[51]  E. Vanmarcke,et al.  Stochastic Variation of Earthquake Ground Motion in Space and Time , 1986 .

[52]  Alessandro Palmeri,et al.  Spectrum-compatible accelerograms with harmonic wavelets , 2015 .

[53]  G. Deodatis Simulation of Ergodic Multivariate Stochastic Processes , 1996 .

[54]  B. Basu,et al.  Stochastic seismic response of single-degree-of-freedom systems through wavelets , 2000 .

[55]  J. Penzien,et al.  Ground motion modeling for multiple-input structural analysis , 1991 .

[56]  Vinay K. Gupta,et al.  WAVELET-BASED GENERATION OF SPECTRUM COMPATIBLE TIME-HISTORIES , 2002 .