S. Olafsson et R. Sigbjornsson, APPLICATION OF ARMA MODELS TO ESTIMATE EARTHQUAKE GROUND MOTION AND STRUCTURAL RESPONSE, Earthquake engineering & structural dynamics, 24(7), 1995, pp. 951-966
This paper deals with the use of ARMA models in earthquake engineering
. Tools and methods applied to strong ground motion are discussed emph
asizing simulation of probabilistic earthquake response spectra. The A
RMA models are applied to Icelandic earthquake data and a tentative mo
del for Icelandic earthquakes is presented. This model, which is deriv
ed using 54 accelerograms, is based on a low-order, time-invariant ARM
A process excited by Gaussian white noise and amplitude modulated usin
g a simple envelope function to account for the non-stationary charact
eristics. This simple model gives a reasonable fit to the observed gro
und motion. Further, this model produces accurate earthquake response
spectra, which, combined with accompanying attenuation and duration fo
rmulae, might be useful in earthquake hazard and risk assessment.