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关于建立天津滨海新区地面沉降值内插模型的探讨 被引量:1
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作者 杨秋莲 李胜友 王建营 《测绘与空间地理信息》 2008年第2期167-169,共3页
利用多面函数法、加权平均法、线性内插和双线性多项式内插等方法,建立内插模型计算未知点地面沉降值,并进行精度分析。
关键词 地面沉降值 多面函数法 加权平均法 线性内插 双线性多项式内插
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盾构施工引起地面沉降的双子神经网络预测 被引量:7
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作者 李宗梁 银鸽 《地下空间与工程学报》 CSCD 北大核心 2014年第1期191-200,205,共11页
通过对杭州市庆春路钱塘江隧道的地面沉降值的监测数据进行分析,提出了采用双子网络来进行盾构法隧道地面沉降预测的可行性。采用杭州市庆春路钱塘江隧道的地面沉降值的监测数据来分别训练具有双子网络和无子网络的人工神经网络,并利用... 通过对杭州市庆春路钱塘江隧道的地面沉降值的监测数据进行分析,提出了采用双子网络来进行盾构法隧道地面沉降预测的可行性。采用杭州市庆春路钱塘江隧道的地面沉降值的监测数据来分别训练具有双子网络和无子网络的人工神经网络,并利用杭州市庆春路钱塘江隧道的地面沉降值的监测数据本身以及杭州市沿江大道运河隧道的地面沉降监测数据作为检测数据,进行了四组实验。实验表明,采用了双子网络的人工神经网络相比于无子网络的人工神经网络有着更佳的拟合、预测精度以及更小规模的数据输入量。 展开更多
关键词 神经网络 子网络 盾构法 地面沉降值
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Numerical simulation of land subsidence and verification of its character for an iron mine using sublevel caving 被引量:11
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作者 Cao Shuai Song Weidong +2 位作者 Deng Dan Lei Yuankun Lan Jianqiang 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期327-332,共6页
Combined with a digital bored photography system and in-situ statistics concerning the joints and fissures of both ore-body and surrounding rock,a 2D discrete model was constructed using UDEC.The stress field and disp... Combined with a digital bored photography system and in-situ statistics concerning the joints and fissures of both ore-body and surrounding rock,a 2D discrete model was constructed using UDEC.The stress field and displacement field changes of different sublevel stoping systems were also studied.Changes in the overlying rock strata settlement pattern has been analyzed and validated by in-situ monitoring data.The results show that:in the caving process,there exists an obvious delay and jump for the overlying rock strata displacement over time,and a stable arch can be formed in the process of caving,which leads to hidden goafs.Disturbed by the mining activity,a stress increase occurred in both the hanging wall and the foot wall,demonstrating a hump-shaped distribution pattern.From the comparison between simulation results and in-situ monitoring results,land subsidence shows a slow-development,suddenfailure,slow-development cycle pattern,which leads eventually to a stable state.This pattern validates the existence of balanced arch and hidden goafs. 展开更多
关键词 Block caving Joint survey UDEC model Ground settlement Balanced arch Hidden goafs
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Research on the Causes and Coping Strategies of the Land Subsidence Caused by the Tunnel Construction Projects
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作者 Chena Kana 《International Journal of Technology Management》 2015年第11期26-28,共3页
In this paper, we conduct research on the causes and coping strategies of the land subsidence caused by the tunnel construction projects. We analyze the issues from the following of the perspectives. (1) Analysis me... In this paper, we conduct research on the causes and coping strategies of the land subsidence caused by the tunnel construction projects. We analyze the issues from the following of the perspectives. (1) Analysis method. To solve large scale system of the development of computer hardware and the numerical calculation method, we use the basic analysis to deal with it. (2) The empirical of methods. Ground motion is usually leads to the basic development of the inclined tunnel surface vertical displacement, the result of the movement process can turn to a settling tank. (3) Machine learning based approaches. In one of biggest difficulties when using neural network method is to obtain all possible parameters related to ground subsidence, we use the machine learning model to handle the challenge. In the final part, we show prospect for the future research, we will combine more numerical analysis tools to optimize the current methodology. 展开更多
关键词 Land Subsidence Tunnel Construction Causes and Coping Strategies Modelling.
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