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不同预测方法的路基弹性模量的对比研究 被引量:2
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作者 于腾江 李晓 +1 位作者 周新新 张海涛 《科学技术与工程》 北大核心 2017年第15期317-321,共5页
路基弹性模量是道路设计的主要技术指标之一,快速准确评价其数值对道路性能具有重要的意义。利用BP神经网络方法预测路基弹性模量,在此基础上,对路基干湿状态及AASHTO等不同方法也进行了研究,得到了相应的路基弹性模量预测结果。研究内... 路基弹性模量是道路设计的主要技术指标之一,快速准确评价其数值对道路性能具有重要的意义。利用BP神经网络方法预测路基弹性模量,在此基础上,对路基干湿状态及AASHTO等不同方法也进行了研究,得到了相应的路基弹性模量预测结果。研究内容包括:路基弹性模量数据调查及影响因素分析,不同预测方法的路基弹性模量预测,预测结果与实测结果的对比分析。通过对不同预测结果的对比分析,论证了BP神经网络方法的科学合理性,探讨一种更合理的快速准确预测不同季节路基弹性模量的方法。研究认为,BP神经网络方法可以比较准确地预测不同季节的路基弹性模量,预测结果与实测结果的误差在合理范围内,与其他方法相比,具有一定的优势。研究成果可以取得一定的经济效益与社会效益。 展开更多
关键词 道路工程 路基弹性模量 预测结果 BP神经网络 对比分析
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Analysis of ground vibrations induced by high-speed train moving on pile-supported subgrade using three-dimensional FEM 被引量:9
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作者 GAO Guang-yun BI Jun-wei +1 位作者 CHEN Qing-sheng CHEN Run-min 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第8期2455-2464,共10页
The pile-supported subgrade has been widely used in high-speed railway construction in China.To investigate the ground vibrations of such composite foundation subjected to moving loads induced by high-speed trains(HST... The pile-supported subgrade has been widely used in high-speed railway construction in China.To investigate the ground vibrations of such composite foundation subjected to moving loads induced by high-speed trains(HSTs),three-dimensional(3D)finite element method(FEM)models involving the pile,pile cap and cushion are established.Validation of the proposed model is conducted through comparison of model predictions with the field measurements.On this basis,ground vibrations generated by HSTs under different train speeds as well as the ground vibration attenuation with the distance away from the track centerline are investigated.In addition,the effects of piles and pile elastic modulus on ground vibrations are well studied.Results show that the pile-reinforcement of the subgrade could significantly contribute to the reduction of ground vibrations.In particular,the increase of elastic modulus of pile could lead to consistent reduction of ground vibrations.However,when the pile elastic modulus is beyond 10 GPa,this benefit of pile-reinforcement on vibration isolation can hardly be increased further. 展开更多
关键词 high-speed railway ground vibrations 3D FEM pile-supported subgrade pile elastic modulus
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