Uncertainty quantification and global sensitivity analysis of seismic metabarriers

被引:3
|
作者
Zeighami, Farhad [1 ]
Sandoval, Leonardo [2 ]
Guadagnini, Alberto [2 ]
Di Federico, Vittorio [1 ]
机构
[1] Univ Bologna, Dept Civil Chem Environm & Mat Engn DICAM, Viale Risorgimento 2, I-40136 Bologna, Italy
[2] Politecn Milan, Dipartimento Ingn Civile & Ambientale, Piazza L Vinci 32, I-20133 Milan, Italy
关键词
Seismic metamaterials; Metabarrier; Seismic surface waves; Global sensitivity analysis; Surrogate modeling; Polynomial chaos expansion; WAVE-PROPAGATION; PROTECTION;
D O I
10.1016/j.engstruct.2022.115415
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Seismic metabarriers consist of an array of locally resonant elements (i.e., mechanical resonators) installed over the soil surface, whose design is rationally engineered to reduce ground-induced vibrations and shield vulner-able structures against seismic surface waves. Successful design and implementation of seismic metabarriers require a comprehensive knowledge and characterization of the role played by the model parameters (and their associated uncertainty) governing soil-barrier dynamic interaction. In this context, sensitivity analysis techniques allow assessing the response of a given model through the quantification of the influence and action of model inputs (and model input uncertainties) concerning a target model output. This study relies on global sensitivity analysis techniques to investigate the influence that the uncertainty associated with three key mechanical parameters of a metabarrier (i.e., soil density, soil shear modulus, and mass of mechanical resonators) has on its seismic isolation performance. The latter is measured in terms of transmission coefficient (TC). We do so by employing a two-dimensional wave finite element model developed under the plane-strain conditions to evaluate the dispersion relation and transmission coefficient of a metabarrier interacting with Rayleigh waves in the low-frequency regime (i.e., frequencies between 2 Hz and 7 Hz). Our results suggest that the shear modulus is the uncertain parameter with the most significant influence on the transmission coefficient of the metabarrier across the entire frequency range of interest. Otherwise, the resonator mass plays a substantial role in the frequency range close to the metabarrier resonant frequency.
引用
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页数:13
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