共查询到20条相似文献，搜索用时 187 毫秒
1.
二维场地液化势预测的神经网络方法 总被引：4，自引：1，他引：3
基于人工神经网络,提出了场地液化势预测模型。场地液化势的空间数据结构特征可由不同参数的自回归神经网络（GRNN）来模拟。该预测模型的一个重要参数spread可用地质统计学（Kriging）方法中的交叉验证技术来确定。研究表明,在最优spread参数条件下GRNN能够较好地映射场地液化势数据结构特征。用GRNN模型预测结果与经典的Kriging估计方法所得到的结果十分吻合。GRNN模型可以用于二维空间数据的预测及基于GIS决策系统。 相似文献
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《岩土力学》2021,(1)
在与可液化场地相关的振动台模型试验中,地震动持时按照时间相似比压缩后,所输入地震动的持时、频率、能量等特性均发生改变,这将对液化地基在地震荷载下的动力响应产生显著影响。本文以持时压缩比例为本次研究中的唯一变量,依托小型振动台试验,分析了各组试验中可液化地基土在地震中的宏观现象、加速度反应、孔压比发展等,针对与可液化场地相关振动台试验设计中的地震动持时按照时间相似比压缩后对液化场地动力响应影响的问题进行研究。试验结果表明:地震动记录按照很小的相似比压缩后持时太短,地震动峰值一定时,可液化场地则有可能不发生液化;地震动持时越长,地震动能量越大,超孔隙水压力随地震动的输入积累迅速,场地土液化现象越明显,土体中加速度反应也表现出不同规律。根据得到的试验结果,涉及可液化场地的振动台模型试验中,建议采用原始持时地震动记录或按照较大的时间相似比压缩的地震动记录。 相似文献
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《岩土力学》2020,(1)
在与可液化场地相关的振动台模型试验中,地震动持时按照时间相似比压缩后,所输入地震动的持时、频率、能量等特性均发生改变,这将对液化地基在地震荷载下的动力响应产生显著影响。本文以持时压缩比例为本次研究中的唯一变量,依托小型振动台试验,分析了各组试验中可液化地基土在地震中的宏观现象、加速度反应、孔压比发展等,针对与可液化场地相关振动台试验设计中的地震动持时按照时间相似比压缩后对液化场地动力响应影响的问题进行研究。试验结果表明:地震动记录按照很小的相似比压缩后持时太短,地震动峰值一定时,可液化场地则有可能不发生液化;地震动持时越长,地震动能量越大,超孔隙水压力随地震动的输入积累迅速,场地土液化现象越明显,土体中加速度反应也表现出不同规律。根据得到的试验结果,涉及可液化场地的振动台模型试验中,建议采用原始持时地震动记录或按照较大的时间相似比压缩的地震动记录。 相似文献
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通过对2011年新西兰发生的6.3级地震中获取的硬土场地、软土场地和液化场地强震记录实测资料进行分析,研究包括3种类型场地的地震动特征及其相互关系。分析的强震记录为震中距小于50 km,且峰值大于0.05g的23个场地上的加速度记录,其中含3个硬场地、11个软场地和9个液化场地。3种类型场地上的放大系数谱对比分析表明,硬土场地、软土场地和液化场地上的地震动特征具有明显区别,三者层次清晰,差别显著,从地震动表现上液化场地已构成一个与常规场地并列的独立单元;液化场地减少地震动高频分量但同时对低频分量显著放大,与非液化场地相比,液化场地可使其上短周期结构反应减小一半,但同时可使其上长周期结构反应放大2.5～5.0倍;土层的液化对此次地震中克莱斯特彻奇市中心CTV大楼的破坏应有很大影响,大楼自振周期约为0.7 s,地震中土层液化使场地加速度反应谱卓越周期由0.1～0.3 s增到0.5～1.0 s,与大楼的自振周期趋于吻合,加重了大楼震害。以此为鉴,按现有规范中地震动的设计方法,如遇液化场地将对长周期结构给出明显危险的结果,因此从振动角度今后进行结构抗震设计时,可液化场地上的地震动应给予特殊考虑。 相似文献
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《岩土力学》2020,(2)
珊瑚礁砂在地震作用下的场地响应受其特殊的工程性质影响。为揭示珊瑚砂场地桩基-地基-上部结构在地震作用下的动力响应特性,开展了不同地震动强度下珊瑚砂地基上3层框架结构群桩基础的振动台模型试验,对地基土和结构物的动力响应进行测试与分析,同时与可液化福建砂场地进行对比研究。结果表明:0.1g正弦波激励下,两种砂模型地基内各处超孔压比均远小于1,模型地基未发生液化;0.2g正弦波激励下,两种砂模型地基发生液化,珊瑚砂场地液化程度小于福建砂场地,液化后的珊瑚砂场地模型地基相比福建砂场地仍具有一定的剪切传递能力和刚度。0.1g和0.2g振动强度下珊瑚砂场地建筑物沉降、水平位移和立柱动弯矩相比福建砂场地较小。不同振动强度下桩基础出现动弯矩峰值的位置不同。 相似文献
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《岩土力学》2017,(7):1869-1877
场地地震液化灾变(液化触发与震后变形)评价对基础设施抗震设计和安全服役有重要意义。为研究目前常用地震动强度指标IM的液化灾变评价能力,开展水平饱和砂土场地离心机振动台模型试验,对模型在50 g离心加速度下进行了20次不同幅值的振动,得到了液化与非液化响应数据。基于振动台台面输入建立峰值加速度a_(max)、地震剪应力比CSR、阿里亚斯强度I_a和累积绝对速度CAV_5的算法,并利用模型试验数据检验了这几种IM与液化触发和震后变形的相关性。分析表明,几类IM对液化触发的评价能力接近,且从超静孔压产生到初始液化触发都存在明显的IM阈值;几类IM对震后沉降评价能力有一定差异,其中I_a和CAV_5优于a_(max)和CSR,并对造成上述差异的原因做了初步分析。文中研究为选择合理的地震动强度指标评价场地液化灾变提供了科学依据。 相似文献
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地震砂土液化的影响因素具有非线性关系,至今没有形成规范的预测标准。人工神经网络在砂土液化预测中有较好的应用,尤其是BP神经网络,但由于其本身存在缺陷:学习收敛速度慢,易陷入局部极小;遗传算法具有良好的搜索全局最优解的能力。探讨利用遗传算法优化BP神经网络权值和初始阈值来预测地震砂土液化,其效果比传统的BP网络有显著提高。 相似文献
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《岩土力学》2021,(2)
珊瑚礁砂在地震作用下的场地响应受其特殊的工程性质影响。为揭示珊瑚砂场地桩基-地基-上部结构在地震作用下的动力响应特性,开展了不同地震动强度下珊瑚砂地基上三层框架结构群桩基础的振动台模型试验,对地基土和结构物的动力响应进行测试与分析,同时与可液化福建砂场地进行对比研究。结果表明,0.1 g正弦波激励下,两种砂模型地基内各处超孔压比均远小于1,模型地基未发生液化。0.2 g正弦波激励下,两种砂模型地基发生液化,珊瑚砂场地液化程度小于福建砂场地,液化后的珊瑚砂场地模型地基相比福建砂场地仍具有一定的剪切传递能力和刚度。0.1 g和0.2 g振动强度下珊瑚砂场地建筑物沉降、水平位移和立柱动弯矩相比福建砂场地较小。不同振动强度下桩基础出现动弯矩峰值的位置不同。 相似文献
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The performance-based liquefaction potential analysis was carried out in the present study to estimate the liquefaction return
period for Bangalore, India, through a probabilistic approach. In this approach, the entire range of peak ground acceleration
(PGA) and earthquake magnitudes was used in the evaluation of liquefaction return period. The seismic hazard analysis for
the study area was done using probabilistic approach to evaluate the peak horizontal acceleration at bed rock level. Based
on the results of the multichannel analysis of surface wave, it was found that the study area belonged to site class D. The
PGA values for the study area were evaluated for site class D by considering the local site effects. The soil resistance for
the study area was characterized using the standard penetration test (SPT) values obtained from 450 boreholes. These SPT data
along with the PGA values obtained from the probabilistic seismic hazard analysis were used to evaluate the liquefaction return
period for the study area. The contour plot showing the spatial variation of factor of safety against liquefaction and the
corrected SPT values required for preventing liquefaction for a return period of 475 years at depths of 3 and 6 m are presented
in this paper. The entire process of liquefaction potential evaluation, starting from collection of earthquake data, identifying
the seismic sources, evaluation of seismic hazard and the assessment of liquefaction return period were carried out, and the
entire analysis was done based on the probabilistic approach. 相似文献
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Field-observed phenomena of seismic liquefaction and subsidence during the 2008 Wenchuan earthquake in China 总被引：10，自引：8，他引：2
In the 2008 Wenchuan earthquake in Sichuan Province, a large number of buildings, water conservancy facilities, and transportation
facilities were severely damaged. The damage caused by liquefaction and earthquake-induced soil subsidence was widely distributed,
diverse, and extensive. Typical liquefaction and earthquake-induced subsidence damage for this region has been described by
investigations of soils and foundations in the earthquake-stricken area. Factors that influenced the liquefaction of soils
in Dujiangyan County were analyzed, accounting for regional geological conditions. The results identify several factors that
may affect the process of liquefaction and general damage to buildings, roads, levees, and dams. Such factors could serve
as the basis for further research into mitigating the damage caused by earthquake-induced liquefaction and subsidence. The
importance of detailed ground reconnaissance and the implementation of reasonable and effective measures to improve soft soil
are proposed for earthquake hazard reduction in similar areas. 相似文献
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上海市地处长江三角洲前缘,黄浦江和苏州河交汇区域,特殊的地理环境与沉积环境导致浅部砂层广泛发育。随着城市建设的不断推进,上海城市区域范围的砂土地震液化风险评价成为亟待研究的课题。文章基于上海市工程钻孔数据,结合地震地面运动加速度分布与标准贯入试验,建立区域性地震液化危险性评价模型,对上海市进行了地震液化危险性评价。研究认为当发生50年超越概率10%的地震条件下,上海市陆域面积的66.0%将不会产生地震砂土液化灾害,21.8%的陆域面积仅发生轻微液化,只有崇明、横沙、长兴三岛,黄浦江及苏州河两岸地震液化等级达到中等甚至严重,占全市陆域面积12.3%;50年超越概率2%的地震条件下,随着峰值地面运动加速度整体升高,全市范围内轻微—严重液化区域明显增多,可能发生地震液化的总面积达到全市陆域面积46.25%。上海市存在砂土地震液化的危险性,但是发生概率较低。研究认为,目前的抗震设计规范中上海市的设防烈度偏高,可能导致不必要的建设成本。同时研究中的不同超越概率下的地震液化危险性评价结果为上海市工程建设相关标准的合理化改进的提供了建议和参考。 相似文献
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2008年5·12特大地震中,位于甘肃省清水县郭川乡的田川村发生了饱和黄土的液化滑移灾害。本文首先在对田川场地进行考察的基础上,综合田川在汶川地震中的震害情况以及滑移区的地形条件,将该地区在汶川地震中的烈度进行了修正。其次对田川黄土进行了物性指标测试以及室内动三轴液化试验,根据试验结果,综合考虑产生液化所需的场地及土性条件、黄土的动强度和液化特性,对田川黄土液化灾害进行了分析,并采用反应分析的方法对其进行了液化判定。研究结果证明了田川黄土液化的事实存在性,为低烈度区黄土液化提供了新的震害依据。
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16.
Assessment of seismic hazard and liquefaction potential of Gujarat based on probabilistic approaches
Gujarat is one of the fastest-growing states of India with high industrial activities coming up in major cities of the state. It is indispensable to analyse seismic hazard as the region is considered to be most seismically active in stable continental region of India. The Bhuj earthquake of 2001 has caused extensive damage in terms of causality and economic loss. In the present study, the seismic hazard of Gujarat evaluated using a probabilistic approach with the use of logic tree framework that minimizes the uncertainties in hazard assessment. The peak horizontal acceleration (PHA) and spectral acceleration (Sa) values were evaluated for 10 and 2?% probability of exceedance in 50?years. Two important geotechnical effects of earthquakes, site amplification and liquefaction, are also evaluated, considering site characterization based on site classes. The liquefaction return period for the entire state of Gujarat is evaluated using a performance-based approach. The maps of PHA and PGA values prepared in this study are very useful for seismic hazard mitigation of the region in future. 相似文献
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This article describes a new performance-based approach for evaluating the return period of seismic soil liquefaction based on standard penetration test (SPT) and cone penetration test (CPT) data. The conventional liquefaction evaluation methods consider a single acceleration level and magnitude and these approaches fail to take into account the uncertainty in earthquake loading. The seismic hazard analysis based on the probabilistic method clearly shows that a particular acceleration value is being contributed by different magnitudes with varying probability. In the new method presented in this article, the entire range of ground shaking and the entire range of earthquake magnitude are considered and the liquefaction return period is evaluated based on the SPT and CPT data. This article explains the performance-based methodology for the liquefaction analysis – starting from probabilistic seismic hazard analysis (PSHA) for the evaluation of seismic hazard and the performance-based method to evaluate the liquefaction return period. A case study has been done for Bangalore, India, based on SPT data and converted CPT values. The comparison of results obtained from both the methods have been presented. In an area of 220 km2 in Bangalore city, the site class was assessed based on large number of borehole data and 58 Multi-channel analysis of surface wave survey. Using the site class and peak acceleration at rock depth from PSHA, the peak ground acceleration at the ground surface was estimated using probabilistic approach. The liquefaction analysis was done based on 450 borehole data obtained in the study area. The results of CPT match well with the results obtained from similar analysis with SPT data. 相似文献
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Gökhan Saygili 《Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards》2017,11(2):197-207
The conventional liquefaction potential assessment methods (also known as simplified methods) profoundly rely on empirical correlations based on observations from case histories. A probabilistic framework is developed to incorporate uncertainties in the earthquake ground motion prediction, the cyclic resistance prediction, and the cyclic demand prediction. The results of a probabilistic seismic hazard assessment, site response analyses, and liquefaction potential analyses are convolved to derive a relationship for the annual probability and return period of liquefaction. The random field spatial model is employed to quantify the spatial uncertainty associated with the in-situ measurements of geotechnical material. 相似文献
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1989～2011期间8次强地震中抗液化地基处理成功案例的回顾与启示 总被引：1，自引：0，他引：1
回顾了1989年美国Mw6.9级Loma Prieta地震、1993年日本Ms7.8级Kushiro-Oki地震、1994年日本Mw8.2级Hokkaido Toho-Oki地震、1995年日本Ms7.2级阪神地震、1999年台湾集集地震、1999年土耳其Mw7.4级Kocaeli地震、2001年美国Mw6.8级Nisqually地震以及2011年Mw9.0级东日本地震中场地抗液化工程措施的成功案例,初步分析了各种抗液化工程措施的有效性与优劣性,可以给出如下工程场地抗液化处理的经验：（1）对于易液化的沿海及填海造陆场地,采用适宜的抗液化工程措施应成为地基处理不可缺少的环节;（2）应基于场地条件、经济条件及环境要求,综合考虑场地抗液化地基处理措施的选择;（3）挤密砂桩法和碎石桩法运用广泛、技术成熟且比较经济,宜优先选择作为抗震设防烈度Ⅷ度及以下地区的场地抗液化地基处理措施;（4）强夯法使用机具简单、费用低廉,适宜选择作为抗震设防烈度Ⅷ度及以下地区大面积场地的抗液化地基处理措施;（5）注浆法、深层搅拌法、旋喷法作为抗震设防烈度Ⅸ度及以下地区的场地抗液化地基处理措施是有效的;（6）多种抗液化地基处理措施联合使用的处理效果往往优于单一措施单独使用的处理效果,在条件许可的情况下,宜选择多种抗液化地基处理措施联合使用,以期达到更好的处理效果。 相似文献
20.
A. Boominathan G. R. Dodagoudar A. Suganthi R. Uma Maheswari 《Journal of Earth System Science》2008,117(2):853-863
Chennai city suffered moderate tremors during the 2001 Bhuj and Pondicherry earthquakes and the 2004 Sumatra earthquake. After the Bhuj earthquake, Indian Standard IS: 1893 was revised and Chennai city was upgraded from zone II to zone III which leads to a substantial increase of the design ground motion parameters. Therefore, a comprehensive study is carried out to assess the seismic hazard of Chennai city based on a deterministic approach. The seismicity and seismotectonic details within a 100 km radius of the study area have been considered. The one-dimensional ground response analysis was carried out for 38 representative sites by the equivalent linear method using the SHAKE91 program to estimate the ground motion parameters considering the local site effects. The shear wave velocity profile was inferred from the corrected blow counts and it was verified with the Multichannel Analysis of Surface Wave (MASW) test performed for a representative site. The seismic hazard is represented in terms of characteristic site period and Spectral Acceleration Ratio (SAR) contours for the entire city. It is found that structures with low natural period undergo significant amplification mostly in the central and southern parts of Chennai city due to the presence of deep soil sites with clayey or sandy deposits and the remaining parts undergo marginal amplification. 相似文献