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Probabilistic stability analysis of embankment slopes considering the spatial variability of soil properties and seismic randomness 被引量:4
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作者 ZHANG Wen-gang WU Jia-hao +2 位作者 GU Xin HAN Liang WANG Lin 《Journal of Mountain Science》 SCIE CSCD 2022年第5期1464-1474,共11页
The safety of embankments under seismic conditions is a primary concern for geotechnical engineering societies.The reliability analysis approach offers an effective tool to quantify the safety margin of geotechnical s... The safety of embankments under seismic conditions is a primary concern for geotechnical engineering societies.The reliability analysis approach offers an effective tool to quantify the safety margin of geotechnical structures from a probabilistic perspective and has gained increasing popularity in geotechnical engineering.This study presents an approach for probabilistic stability analysis of embankment slopes under transient seepage considering both the spatial variability of soil parameters and seismic randomness.The spatial varying soil parameters are firstly characterized by the random field theory,where a large number of random field samples of the soil parameters can be readily generated.Then,the factor of safety(FS)of the embankment slope under seismic conditions corresponding to each random field sample is evaluated through performing seismic stability analysis based on the pseudo-static method.A hypothetical embankment example is adopted in this study for illustration,and the influences of shear strength parameters,seismic coefficient,and the external water level on the embankment slope failure probability are systematically investigated.Results show that the coefficient of variation of the friction angle and the horizontal scale of fluctuation have more significant effects on the embankment slope failure probability.Besides,the seismic coefficient also affects the embankment slope failure probability considerably.For a given external water level,the failure probability corresponding to the downstream slope of the embankment is larger than that in the upstream slope. 展开更多
关键词 EMBANKMENT Reliability analysis Spatial variability seismic condition Pseudo-static method
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一种用于深度学习断层识别的高分辨率地震图像合成方法 被引量:1
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作者 江穗华 段友祥 孙歧峰 《计算机与数字工程》 2023年第9期2152-2158,共7页
断层识别是研究断层构造基础,也是地震资料解释和油藏地质分析的关键环节,针对断层智能化识别研究中的训练数据不足、数据质量差、标注困难等问题,论文提出了一种基于Pix2pix框架的高分辨率断层地震图像合成方法。首先以断层位置信息建... 断层识别是研究断层构造基础,也是地震资料解释和油藏地质分析的关键环节,针对断层智能化识别研究中的训练数据不足、数据质量差、标注困难等问题,论文提出了一种基于Pix2pix框架的高分辨率断层地震图像合成方法。首先以断层位置信息建立地震记录的标签映射,作为输入生成对抗模型的约束信息;其次通过全局生成器与局部生成器实现由粗糙到精细的图像生成,同时通过一个影响因子去控制多级判别器对不同抽象级别特征的重视程度。最后通过与其他方法的对比实验,论文方法具有更好的视觉感知效果,以及更优的FID,PSNR与SSIM定量化评价指标,可作为监督学习的训练数据来源。 展开更多
关键词 地震图像 地震记录标签映射 条件生成对抗网络 Pix2pixHD模型 图像生成
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核级及抗震型单元式空调机组的设计与鉴定 被引量:2
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作者 马伟锋 朱沛文 +4 位作者 庞宇 楼锋 斯海浩 王长宁 占竹青 《制冷与空调》 2016年第6期27-32,共6页
在缺乏相关国家标准和行业标准的情况下,通过理论计算和试验验证相结合的方法,证明核电站核级及抗震型单元式空调机组满足ASME标准的要求,确保该设备在核电站寿命期内运行的安全性和可靠性。
关键词 元式空调机组 核级 抗震型 应力分析 载荷
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