Abstract
A large number of ground-motion time histories is required for a reliable probabilistic seismic-hazard analysis. However, insufficient ground-motion records has been a major issue in earthquake engineering even in high-seismicity areas. Stochastic and seismological ground-motion models are used to simulate time histories in order to overcome this issue. Many times these models require a large number of records for calibration, are available only for regions with a wealth of data, or fail to characterize well specific sites. The current paper introduces a novel stochastic ground-motion model that allows simulation of realistic non-stationary, non-Gaussian time histories that are statistically consistent with data even at sites with very low numbers of records. This goal is achieved by combining the prior knowledge from a seismological model, calibrated to global data, with the site-specific data within a Bayesian framework. The proposed model uses the specific barrier model as the seismological model and numerical results consistent with records from a nuclear powerplant site in Romania are presented.
Original language | English |
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Pages (from-to) | 77-86 |
Number of pages | 10 |
Journal | Soil Dynamics and Earthquake Engineering |
Volume | 111 |
DOIs | |
Publication status | Published - 1 Aug 2018 |
Keywords
- Synthetic earthquakes
- Site-specific
- Non-stationary
- Non-Gaussian
- Ground-motion simulation
- Earthquake engineering
- Vrancea earthquakes
- Limited data
- Bayesian statistics