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DIRECT DERIVATION OF FRAGILITY CURVES FROM ITALIAN POST-EARTHQUAKE SURVEY DATA

机译:从意大利地震后调查数据直接推导脆弱性曲线

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A very complete and homogeneous database of post-earthquake building inspections, carried out after the main Italian events of the last 30 years, has been processed to derive fragility curves for 23 building typologies. The records (more than 91000) have been converted into a single damage scale with 5 levels of damage, plus the case of no damage. For each affected municipality a value of PGA and Housner Intensity (IH) has been evaluated using attenuation laws. Experimental data have been converted in damage probability matrices and then fitted through lognormal fragility curves, with an advanced nonlinear regression algorithm. The relative reliability of each point has been taken into account by applying the bootstrap technique. The significant concentration of experimental data at low levels of ground motion and the selected analytical expression determine the peculiar shape of some of the curves, with a very steep initial branch followed by an almost horizontal curve for increasing values of ground motion. Explanations and possible solutions are discussed.
机译:在过去30年的意大利重大事件之后,对震后建筑物检查进行了非常完整且同质的数据库处理,得出了23种建筑物类型的易损性曲线。记录(超过91000)已被转换为具有5级损坏的单个损坏等级,并且没有损坏的情况。对于每个受影响的城市,已使用衰减定律评估了PGA和Housner强度(IH)的值。实验数据已在损坏概率矩阵中转换,然后通过对数正态脆性曲线进行拟合,并使用高级非线性回归算法进行拟合。通过应用自举技术已考虑了每个点的相对可靠性。在低水平地面运动中大量的实验数据集中以及选定的分析表达式决定了某些曲线的特殊形状,其中初始曲线非常陡峭,其后是一条几乎水平的曲线,用于增加地面运动的值。讨论了解释和可能的解决方案。

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