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参数不确定性估计的随机响应面模型修正方法 被引量:8
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作者 方圣恩 张秋虎 +1 位作者 林友勤 张笑华 《振动工程学报》 EI CSCD 北大核心 2016年第4期594-602,共9页
正确估计实际工程结构中参数和响应不确定性的大小,能有效提高分析结果的可靠性。首先基于概率配点法和回归分析建立随机响应面模型,以表述不确定性参数与响应间复杂的隐式函数关系,快速估计响应的统计特征值;然后提出一种两阶段修正策... 正确估计实际工程结构中参数和响应不确定性的大小,能有效提高分析结果的可靠性。首先基于概率配点法和回归分析建立随机响应面模型,以表述不确定性参数与响应间复杂的隐式函数关系,快速估计响应的统计特征值;然后提出一种两阶段修正策略,分步修正参数的均值和标准差,以简化随机修正过程、提高修正效率;最后基于一组55块钢板的实测频率均值和标准差,估计钢板厚度和材料参数的统计特征值,验证方法的可行性和可靠性。 展开更多
关键词 随机模型修正 参数不确定性 随机响应面模型 两阶段修正策略
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Reliability analysis for seismic stability of tunnel faces in soft rock masses based on a 3D stochastic collapse model 被引量:9
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作者 ZHANG Jia-hua ZHANG Biao 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第7期1706-1718,共13页
A new horn failure mechanism was constructed for tunnel faces in the soft rock mass by means of the logarithmic spiral curve. The seismic action was incorporated into the horn failure mechanism using the pseudo-static... A new horn failure mechanism was constructed for tunnel faces in the soft rock mass by means of the logarithmic spiral curve. The seismic action was incorporated into the horn failure mechanism using the pseudo-static method. Considering the randomness of rock mass parameters and loads, a three-dimensional (3D) stochastic collapse model was established. Reliability analysis of seismic stability of tunnel faces was presented via the kinematical approach and the response surface method. The results show that, the reliability of tunnel faces is significantly affected by the supporting pressure, geological strength index, uniaxial compressive strength, rock bulk density and seismic forces. It is worth noting that, if the effect of seismic force was not considered, the stability of tunnel faces would be obviously overestimated. However, the correlation between horizontal and vertical seismic forces can be ignored under the condition of low calculation accuracy. 展开更多
关键词 3D stochastic collapse model pseudo-static method response surface method reliability index safety factor support pressure
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