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Original Articles

A Multi-Peak Evolutionary Model for Stochastic Simulation of Ground Motions Based on Time-Domain Features

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Pages 343-379 | Received 04 May 2018, Accepted 28 Aug 2018, Published online: 05 Oct 2018

References

  • Abrahamson, N., Silva, W. and Kamai, R. [2013] “Update of the AS08 ground-motion prediction equations based on the NGA-west2 data set,” Pacific Engineering Research Center Report, 4
  • Abrahamson, N. A. and Youngs, R. R. [1992] “A stable algorithm for regression analyses using the random effects model,” Bulletin of the Seismological Society of America 82(1), 505–510.
  • Alamilla, J., Esteva, L., Garcıa-Perez, J. and Dıaz-Lopez, O. [2001] “Evolutionary properties of stochastic models of earthquake accelerograms: their dependence on magnitude and distance,” Journal of Seismology 5, 1–21. doi:10.1023/A:1009892002555.
  • Amin, M. and Ang, A. H. [1968] “Nonstationary stochastic models of earthquake motions,” Journal of the Engineering Mechanics Division 94(2), 559–584.
  • Amiri, G. G., Rad, A. A. and Hazaveh, N. K. [2014] “Wavelet‐based method for generating nonstationary artificial pulse‐like near‐fault ground motions,” Computer-Aided Civil and Infrastructure Engineering 29(10), 758–770. doi:10.1111/mice.2014.29.issue-10.
  • Ancheta, T. D., Darragh, R. B., Stewart, J. P., Seyhan, E., Silva, W. J., Chiou, B. S.-J. … Boore, D. M. [2014] “NGA-West2 database,” Earthquake Spectra 30(3), 989–1005. doi:10.1193/070913EQS197M.
  • Anderson, T. W. [1958] An Introduction to Multivariate Statistical Analysis, Vol. 2, Wiley, NY.
  • Arias, A., Holzapfel, A. and Saragoni, G. R. [1976] “An approximate expression for the mean square acceleration of earthquake ground motions” Fifth World Conference on Earthquake Engineering, Roorkee, India.
  • Beresnev, I. and Atkinson, G. [1998] “FINSIM: A FORTRAN program for simulating stochastic acceleration,” Seismological Research Letters 69, 27–32. doi:10.1785/gssrl.69.1.27.
  • Bolotin, V. [1960] “Statistical theory of the aseismic design of structures” Proc. Second World Conf. on Earthquake Engineering, Tokyo, pp. 1365–1374.
  • Boore, D. M. [2010] “Orientation-independent, nongeometric-mean measures of seismic intensity from two horizontal components of motion,” Bulletin of the Seismological Society of America 100(4), 1830–1835. doi:10.1785/0120090400.
  • Boore, D. M., Stewart, J. P., Seyhan, E. and Atkinson, G. M. [2014] “NGA-West2 equations for predicting PGA, PGV, and 5% damped PSA for shallow crustal earthquakes,” Earthquake Spectra 30(3), 1057–1085. doi:10.1193/070113eqs184m.
  • Bozorgnia, Y. D. J. [2016] “PEER Directivity Panel: introduction and Motivation” The Consortium of Organizations for Strong-Motion Observation Systems 2016 Technical Session, Burlingame, California.
  • Brune, J. N. [1970] “Tectonic stress and the spectra of seismic shear waves from earthquakes,” Journal of Geophysical Research 75(26), 4997–5009. doi:10.1029/JB075i026p04997.
  • Campbell, K. W. and Bozorgnia, Y. [2014] “NGA-West2 ground motion model for the average horizontal components of PGA, PGV, and 5% damped linear acceleration response spectra,” Earthquake Spectra 30(3), 1087–1115. doi:10.1193/062913EQS175M.
  • Chen, G., Chen, J. and Dong, G. M. [2013] “Chirplet Wigner–ville distribution for time–frequency representation and its application,” Mechanical Systems and Signal Processing 41(1–2), 1–13. doi:10.1016/j.ymssp.2013.08.010.
  • Chiou, B. S.-J. and Youngs, R. R. [2014] “Update of the Chiou and Youngs NGA model for the average horizontal component of peak ground motion and response spectra,” Earthquake Spectra 30(3), 1117–1153. doi:10.1193/072813EQS219M.
  • Clough, R. W. and Penzien, J. [1993] Dynamics of Structures, 2. Computers & Structures, Inc., Berkeley, CA USA.
  • Conte, J. P. and Peng, B. F. [1996] “Nonstationay earthquake ground motion model” 11th world conference on Earthquake engineering, Acapulco, Mexico.
  • Crandall, S. H. and Mark, W. D. [2014] Random Vibration in Mechanical Systems, Academic Press, NY.
  • Dabaghi, M. and Der Kiureghian, A. [2017] “Stochastic model for simulation of near-fault ground motions,” Earthquake Engineering & Structural Dynamics 46(6), 963–984. doi:10.1002/eqe.2839.
  • Dabaghi, M. N. [2014] “Stochastic modeling and simulation of near-fault ground motions for performance-based earthquake engineering,” (3720451 Ph.D.), University of California, Berkeley, Ann Arbor.
  • Deodatis, G. and Shinozuka, M. [1988] “Auto-regressive model for nonstationary stochastic processes,” Journal of Engineering Mechanics 114(11), 1995–2012. doi:10.1061/(ASCE)0733-9399(1988)114:11(1995).
  • Douglas, J. and Aochi, H. [2008] “A surposes,” Surv Geophys 29, 187–220. doi:10.1007/s10712-008-9046-y.
  • Gu, P. and Wen, Y. [2007] “A record-based method for the generation of tridirectional uniform hazard-response spectra and ground motions using the Hilbert-Huang transform,” Bulletin of the Seismological Society of America 97(5), 1539–1556. doi:10.1785/0120060127.
  • Idriss, I. [2014] “An NGA-West2 empirical model for estimating the horizontal spectral values generated by shallow crustal earthquakes,” Earthquake Spectra 30(3), 1155–1177. doi:10.1193/070613EQS195M.
  • Kedem, B. and Yakowitz, S. [1994] Time Series Analysis by Higher Order Crossings, IEEE press Piscataway, NJ.
  • Kiureghian, A. D. and Crempien, J. [1989] “An evolutionary model for earthquake ground motion,” Structural Safety 6, 235–246. doi:10.1016/0167-4730(89)90024-6.
  • Li, Y., Conte, J. P. and Barbato, M. [2016] “Influence of time‐varying frequency content in earthquake ground motions on seismic response of linear elastic systems,” Earthquake Engineering & Structural Dynamics 45(8), 1271–1291. doi:10.1002/eqe.2707.
  • Liang, J., Chaudhuri, S. R. and Shinozuka, M. [2007] “Simulation of nonstationary stochastic processes by spectral representation,” Journal of Engineering Mechanics 133(6), 616–627. doi:10.1061/(ASCE)0733-9399(2007)133:6(616).
  • Liu, S.-C. [1970] “Evolutionary power spectral density of strong-motion earthquakes,” Bulletin of the Seismological Society of America 60(3), 891–900.
  • MathWorks. [2012] Matlab. Natick, Massachusetts, United States, The MathWorks, Inc.
  • Mavroeidis, G. P. and Papageorgiou, A. S. [2003] “A mathematical representation of near-fault ground motions,” Bulletin of the Seismological Society of America 93(3), 1099–1131. doi:10.1785/0120020100.
  • Michaelov, G., Lutes, L. D. and Sarkani, S. [2001] “Extreme value of response to nonstationary excitation,” Journal of Engineering Mechanics 127(4), 352–363. doi:10.1061/(ASCE)0733-9399(2001)127:4(352).
  • Motazedian, D. and Atkinson, G. [2005] “Stochastic finite-fault modeling based on a dynamic corner frequency,” Bulletin of the Seismological Society of America 95(3), 995–1010. doi:10.1785/0120030207.
  • Papadimitriou, K. [1990] “Stochastic characterization of strong ground motion and application to structural response” (Report No. EERL 90-03), Pasadena, CA.
  • Pousse, G., Bonilla, L., Cotton, F. and Margerin, L. [2006] “Non stationary stochastic simulation of strong ground motion time histories including natural variability: application to the K-net Japanese database,” Bulletin of the Seismological Society of America 96(6), 2103–2117. doi:10.1785/0120050134.
  • Priestley, M. B. [1965] “Evolutionary spectra and non-stationary processes,” Journal of the Royal Statistical Society: Series B (Statistical Methodology) 27(2), 204–237.
  • Rezaeian, S. [2010] Stochastic Modeling and Simulation of Ground Motions for Performance-Based Earthquake Engineering, University of California, Berkeley.
  • Rezaeian, S. and Der Kiureghian, A. [2008] “A stochastic ground motion model with separable temporal and spectral nonstationarities,” Earthquake Engineering & Structural Dynamics 37(13), 1565–1584. doi:10.1002/eqe.831.
  • Rezaeian, S. and Der Kiureghian, A. [2010] “Simulation of synthetic ground motions for specified earthquake and site characteristics,” Earthquake Engineering & Structural Dynamics 39(10), 1155–1180.
  • Rice, S. O. [1944] “Mathematical analysis of random noise,” Bell System Technical Journal 23(3), 282–332. doi:10.1002/bltj.1944.23.issue-3.
  • Rofooei, F., Mobarake, A. and Ahmadi, G. [2001] “Generation of artificial earthquake records with a nonstationary Kanai–Tajimi model,” Engineering Structures 23(7), 827–837. doi:10.1016/S0141-0296(00)00093-6.
  • Saragoni, G. R. and Hart, G. C. [1974] “Simulation of artificial earthquakes,” Earthquake Engineering & Structural Dynamics 2(3), 249–267. doi:10.1002/eqe.4290020305.
  • Sgobba, S., Stafford, P. and Marano, G. [2011] “A seismologically consistent husid envelope function for the stochastic simulation of earthquake ground-motions,” M. Papadrakakis, G. Stefanou and V. Papadopoulos. Eds. Computational Methods in Stochastic Dynamics, Vol. 22, 229–246. Springer, Netherlands.
  • Shinozuka, M. and Jan, C. M. [1972] “Digital simulation of random processes and its applications,” Journal of Sound and Vibration 25(1), 111–128. doi:10.1016/0022-460X(72)90600-1.
  • Shinozuka, M. and Sato, Y. [1967] “Simulation of nonstationary random processes,” Journal of Engineering Mechanics 93(1), 11–40.
  • Stafford, P., Sgobba, S. and Marano, G. [2009] “An energy-based envelope function for the stochastic simulation of earthquake accelerograms,” Soil Dynamics and Earthquake Engineering 29, 1123–1133. doi:10.1016/j.soildyn.2009.01.003.
  • Vlachos, C., Papakonstantinou, K. G. and Deodatis, G. [2016] “A multi-modal analytical non-stationary spectral model for characterization and stochastic simulation of earthquake ground motions,” Soil Dynamics and Earthquake Engineering 80, 177–191. doi:10.1016/j.soildyn.2015.10.006.
  • Waezi, Z. and Rofooei, F. R. [2017a] “On the evolutionary characteristics of the acceleration records generated from linear time-variant systems,” Scientia Iranica 26(6), 2817–2831. doi:10.24200/sci.2017.4254.
  • Waezi, Z. and Rofooei, F. R. [2017b] “Stochastic non-stationary model for ground motion simulation based on higher-order crossing of linear time variant systems,” Journal of Earthquake Engineering 21(1), 123–150. doi:10.1080/13632469.2016.1149894.
  • Wang, D., Fan, Z., Hao, S. and Zhao, D. [2018] “An evolutionary power spectrum model of fully nonstationary seismic ground motion,” Soil Dynamics and Earthquake Engineering 105, 1–10. doi:10.1016/j.soildyn.2017.11.014.
  • Yamamoto, Y. and Baker, J. W. [2013] “Stochastic model for earthquake ground motion using wavelet packets,” Bulletin of the Seismological Society of America 103(6), 3044–3056. doi:10.1785/0120120312.
  • Yeh, C.-H. and Wen, Y. K. [1990] “Modeling of nonstationary ground motion and analysis of inelastic structural response,” Structural Safety 8, 281–298. doi:10.1016/0167-4730(90)90046-R.

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