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盾构施工扰动与地层移动及其智能神经网络预测

Soil disturbance and ground movement under shield tunnelling and its intelligent prediction by using ANN technology

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【作者】 孙钧袁金荣

【Author】 SUN Jun,YUAN Jin rong (Research Studio of Academicians, Group of Urban Construction, Shanghai 200070,China;Institute of Geotechnical Engineering, Tongji University, Shanghai 200092,China)

【机构】 上海市城建集团院士研究室!上海200070同济大学岩土工程研究所!上海200092

【摘要】 讨论了城市地铁区间隧道盾构掘进中对土体的施工扰动及引起地层移动和地表变形沉降的力学机理 ,概括了施工扰动影响的主导因素。结合上海市地铁 2号线的工程实践 ,采用了人工智能神经网络技术对地表沉降进行了预测 ,经与现场实测值作对比分析 ,论证了上述软科学方法的可行性和适用性

【Abstract】 This paper discusses the mechanism of ground movement and ground surface settlement induced by soil disturbance in the shield tunnel construction of the city metro subway. In the paper, the chief effecting factors of shield driving disturbance are studied. Combining with engineering practice of the 2 nd line of metro subway in Shanghai, prediction of the ground surface settlement nearby construction site has been made by using artificial intelligence ANN technology.By contrast of the predicted values with its measured data in situ, this article proves the feasibility and suitability of the above mentioned soft science method using in this field.

【基金】 国家自然科学基金资助项目! (597381 60 ;599780 34)
  • 【文献出处】 岩土工程学报 ,Chinese Jounal of Geotechnical Engineering , 编辑部邮箱 ,2001年03期
  • 【分类号】U451.2
  • 【被引频次】361
  • 【下载频次】1753
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