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Estimation of diaphragm wall deflections for deep braced excavation in anisotropic clays using ensemble learning 被引量:15
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作者 Runhong Zhang Chongzhi Wu +2 位作者 Anthony T.C.Goh Thomas Bohlke Wengang Zhang 《Geoscience Frontiers》 SCIE CAS CSCD 2021年第1期365-373,共9页
This paper adopts the NGI-ADP soil model to carry out finite element analysis,based on which the effects of soft clay anisotropy on the diaphragm wall deflections in the braced excavation were evaluated.More than one ... This paper adopts the NGI-ADP soil model to carry out finite element analysis,based on which the effects of soft clay anisotropy on the diaphragm wall deflections in the braced excavation were evaluated.More than one thousand finite element cases were numerically analyzed,followed by extensive parametric studies.Surrogate models were developed via ensemble learning methods(ELMs),including the e Xtreme Gradient Boosting(XGBoost),and Random Forest Regression(RFR)to predict the maximum lateral wall deformation(δhmax).Then the results of ELMs were compared with conventional soft computing methods such as Decision Tree Regression(DTR),Multilayer Perceptron Regression(MLPR),and Multivariate Adaptive Regression Splines(MARS).This study presents a cutting-edge application of ensemble learning in geotechnical engineering and a reasonable methodology that allows engineers to determine the wall deflection in a fast,alternative way. 展开更多
关键词 Anisotropic clay NGI-ADP Wall deflection Ensemble learning eXtreme gradient boosting Random forest regression
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A spatiotemporal deep learning method for excavation-induced wall deflections 被引量:3
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作者 Yuanqin Tao Shaoxiang Zeng +3 位作者 Honglei Sun Yuanqiang Cai Jinzhang Zhang Xiaodong Pan 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第8期3327-3338,共12页
Data-driven approaches such as neural networks are increasingly used for deep excavations due to the growing amount of available monitoring data in practical projects.However,most neural network models only use the da... Data-driven approaches such as neural networks are increasingly used for deep excavations due to the growing amount of available monitoring data in practical projects.However,most neural network models only use the data from a single monitoring point and neglect the spatial relationships between multiple monitoring points.Besides,most models lack flexibility in providing predictions for multiple days after monitoring activity.This study proposes a sequence-to-sequence(seq2seq)two-dimensional(2D)convolutional long short-term memory neural network(S2SCL2D)for predicting the spatiotemporal wall deflections induced by deep excavations.The model utilizes the data from all monitoring points on the entire wall and extracts spatiotemporal features from data by combining the 2D convolutional layers and long short-term memory(LSTM)layers.The S2SCL2D model achieves a long-term prediction of wall deflections through a recursive seq2seq structure.The excavation depth,which has a significant impact on wall deflections,is also considered using a feature fusion method.An excavation project in Hangzhou,China,is used to illustrate the proposed model.The results demonstrate that the S2SCL2D model has superior prediction accuracy and robustness than that of the LSTM and S2SCL1D(one-dimensional)models.The prediction model demonstrates a strong generalizability when applied to an adjacent excavation.Based on the long-term prediction results,practitioners can plan and allocate resources in advance to address the potential engineering issues. 展开更多
关键词 Braced excavation Wall deflections Deep learning Convolutional layer Long short-term memory(LSTM) Sequence to sequence(seq2seq)
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ON THE EVALUATION OF DEFLECTIONS OF THE VERTICAL USING FFT TECHNIQUE 被引量:1
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作者 Huang Motao Zhai Guojun +1 位作者 Guan Zheng Quyang Yongzhong 《Geo-Spatial Information Science》 2001年第1期5-13,共9页
There exist three types of convolution formulae for the efficient evaluation of gravity field convolution integrals,i.e.,the planar 2D convolution,the spherical 2D convolution and the spherical 1D convolution.The larg... There exist three types of convolution formulae for the efficient evaluation of gravity field convolution integrals,i.e.,the planar 2D convolution,the spherical 2D convolution and the spherical 1D convolution.The largest drawback of both the planar and the spherical 2D FFT methods is that,due to the approximations in the kernel function,only inexact results can be achieved.Apparently,the reason is the meridian convergence at higher latitudes.As the meridians converge,the Δ φ ,Δ λ blocks do not form a rectangular grid,as is assumed in 2D FFT methods.It should be pointed out that the meridian convergence not only leads to an approximation error in the kernel function,but also causes an approximation error during the implementation of 2D FFT in computer.In order to meet the increasing need for precise determination of the vertical deflections,this paper derives a more precise planar 2D FFT formula for the computation of the vertical deflections.After having made a detailed comparison between the planar and the spherical 2D FFT formulae,we find out the main source of errors causing the loss in accuracy by applying the conventional spherical 2D FFT method.And then,a modified spherical 2D FFT formula for the computation of the vertical deflections is developed in this paper.A series of numerical tests have been carried out to illustrate the improvement made upon the old spherical 2D FFT.The second part of this paper is to discuss the influences of the spherical harmonic reference field,the limited capsize,and the singular integral on the computation of the vertical deflections.The results of the vertical deflections over China by applying the spherical 1D FFT formula with different integration radii have been compared to the astro_observed vertical deflections in the South China Sea to obtain a set of optimum deflection computation parameters. 展开更多
关键词 FFT SPECTRAL method DEFLECTION COMPUTATION
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Route Height Connection Across the Sea by Using the Vertical Deflections and Ellipsoidal Height Data 被引量:1
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作者 郭金运 陈永宁 +2 位作者 刘新 钟世霞 麦照秋 《China Ocean Engineering》 SCIE EI CSCD 2013年第1期99-110,共12页
Distance between the main land and island is so long that it is very difficult to precisely connect the height datum across the sea with the traditional method like the trigonometric leveling, or it is very expensive ... Distance between the main land and island is so long that it is very difficult to precisely connect the height datum across the sea with the traditional method like the trigonometric leveling, or it is very expensive and takes long time to implement the height transfer with the geopotential technique. We combine the data of GPS surveying, astro-geodesy and EGM2008 to precisely connect the orthometric height across the sea with the improved astronomical leveling method in the paper. The Qiongzhou Strait is selected as the test area for the height connection over the sea. We precisely determine the geodetic latitudes, longitudes, heights and deflections of the vertical for four points on both sides across the strait. Modeled deflections of the vertical along the height connecting routes over the sea are determined with EGM2008 model based on the geodetic positions and heights of the sea segmentation points from DNSC08MSS model. Differences of the measured and modeled deflections of the vertical are calculated at four points on both sides and linearly change along the route. So the deflections of the vertical along the route over the sea can be improved by the linear interpolation model. The results are also in accord with those of trigonometirc levelings. The practical case shows that we can precisely connect the orthometric height across the Qiongzhou Strait to satisfy the requirement of order 3 leveling network of China. The method is very efficient to precisely connect the height datum across the sea along the route up to 80 km. 展开更多
关键词 height connection across sea deflection of the vertical astro-geodesy orthometric height ellipsoidal height
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Lunar deflections of the vertical and their distribution 被引量:1
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作者 Jinyun Guo Yu Sun +1 位作者 Xiaotao Chang Fanlin Yang 《Natural Science》 2011年第5期339-343,共5页
The deflection of the vertical reflects the mass distribution and density anomaly of celestial bodies. Lunar deflections of the vertical include directional information of the Moon’s gravity field. SGM90d, recovered ... The deflection of the vertical reflects the mass distribution and density anomaly of celestial bodies. Lunar deflections of the vertical include directional information of the Moon’s gravity field. SGM90d, recovered from SELENE mission, revealed the lunar far side gravity field for the first time in history owes to 4-way Doppler data. Lunar deflections of the vertical and their meridional and prime vertical components are calculated from SGM90d, and then their global distributions are also given in the paper. The gradients of lunar deflections of the vertical are defined and computed as well. The correlations between the lunar deflections of the vertical and the lunar terrain have been fully discussed. Many different characteristics of lunar deflections of vertical have been found between the near side and the far side of the Moon, which may be caused from the lithospheric compensation and the uplifting of mantle. 展开更多
关键词 LUNAR deflections of the VERTICAL LUNAR GRAVITY Field LUNAR TOPOGRAPHY Gradient of VERTICAL DEFLECTION
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Large deflections of non-prismatic nonlinearly elastic cantilever beams subjected to non-uniform continuous load and a concentrated load at the free end 被引量:1
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作者 Miha Brojan Matjaz Cebron Franc Kosel 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2012年第3期863-869,共7页
This work studies large deflections of slen- der, non-prismatic cantilever beams subjected to a combined loading which consists of a non-uniformly distributed con- tinuous load and a concentrated load at the free end ... This work studies large deflections of slen- der, non-prismatic cantilever beams subjected to a combined loading which consists of a non-uniformly distributed con- tinuous load and a concentrated load at the free end of the beam. The material of the cantilever is assumed to be non- linearly elastic. Different nonlinear relations between stress and strain in tensile and compressive domain are considered. The accuracy of numerical solutions is evaluated by com- paring them with results from previous studies and with a laboratory experiment. 展开更多
关键词 Large deflections Non-prismatic beams Com-bined loading - Generalized Ludwick constitutive law ~ Ma-terial and geometrical nonlinearity
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Height connection across sea by using satellite altimetry data sets,ellipsoidal heights,astrogeodetic deflections of the vertical,and an Earth Gravity Model
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作者 Jianbo Wang Xinmin Qi +3 位作者 Kai Luo Zhengyuan Li Ruikang Zhou Jinyun Guo 《Geodesy and Geodynamics》 EI CSCD 2023年第4期347-354,共8页
Islands and the mainland are separated by seas,and the distances between them might be so long that the height on the mainland cannot be exactly translated to the islands,resulting in different height systems on the m... Islands and the mainland are separated by seas,and the distances between them might be so long that the height on the mainland cannot be exactly translated to the islands,resulting in different height systems on the mainland and the islands.In this study,we used astrogeodetic deflections of the vertical and ellipsoidal heights of points on the mainland and island near their coastlines to implement height connection across sea areas.First,the modeled gravity and modeled astrogeodetic vertical deflections of segmentation points along connecting routes over the sea between the mainland and the island were determined by Earth Gravity Model(EGM),and the ellipsoidal heights of segmentation points were determined by the satellite altimetry data sets.Second,we used a linear interpolation model to increase the precision of the vertical deflections of segmentation points.Third,we computed the geopotential difference of points between the mainland and the island using a method derived from geopotential theory and the astronomical leveling principle.Finally,we estimated the normal height of the point on the island using the geopotential-difference iterative computation approach.Using observed data of normal heights,ellipsoidal heights,and astrogeodetic vertical deflections referring to height sites in Qingdao,Shandong Province,we conducted a numerical experiment involving the normal height connection across sea regions.We determined the data of the ellipsoidal heights and gravity of segmentation points along the connecting route across the water in the numerical experiment using DTU10.The distance of the height connection across the sea was approximately 10.5 km.According to China's official leveling specifications,the experimental results met the criterion of third-class leveling precision. 展开更多
关键词 Height datum connection across sea areas Geopotential difference Normal heights Astrogeodetic vertical deflections ISLANDS
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Sensitivity of Influential Factors on Needle Insertion Experiments:A Quantitative Analysis on Phantom Deformations and Needle Deflections
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作者 Murong Li Yong Lei Tian Xu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第6期38-48,共11页
High repeatability of needle insertion experiments is essential to the needle-phantom interaction model validation.However,the influential factors governing the accuracy of the phantom and needle deformations have not... High repeatability of needle insertion experiments is essential to the needle-phantom interaction model validation.However,the influential factors governing the accuracy of the phantom and needle deformations have not been systematically studied.In this paper,the impact of influential factors,including phantom characteristic represented by the ratio of DMSO and thawing time(TT),needle properties represented by needle external diameter(NED)and operating factors such as needle insertion velocity(IV),insertion positions(IP)and repeated insertion times(RITs)are analyzed by orthogonal experiment design.The range calculation shows the most sensitive parameters to phantom deformations are RITs,IV and DMSO while the most sensitive parameters to needle deflection are DMSO,TT and NED.By variance analysis,the significant factors on maximum tissue deformation(MTD)are IV,followed by RITs,DMSO and IP.And NED and TT have nearly no significant impact on MTD.The significant sequence on maximum needle deflection(MND)is as follows:DMSO,TT and NED.Results show that,among all impacting factors,phantom deformation is susceptible to both material properties and operative factors while the needle deflection is more susceptible to material properties of the phantom,which can help researchers in related fields to conduct experiments in a more precise manner and better understand the needle-phantom interaction mechanism. 展开更多
关键词 Needle insertion Sensitivity analysis Tissue deformation Needle deflection
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REFINED DIFFERENTIAL EQUATIONS OF DEFLECTIONS IN AXIAL SYMMETRICAL BENDING PROBLEMS OF SPHERICAL SHELL AND THEIR SINGULAR PERTURBATION SOLUTIONS
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作者 范存旭 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1990年第12期1175-1185,共11页
This paper deals with the research of accuracy of differential equations of deflections. The basic idea is as follows. Firstly, considering the boundary effect the meridian midsurface displacement u=0, thus we derive ... This paper deals with the research of accuracy of differential equations of deflections. The basic idea is as follows. Firstly, considering the boundary effect the meridian midsurface displacement u=0, thus we derive the deflection differential equations; secondly we accurately prove that by use of the deflection differential equations or the original differential equations the same inner forces solutions are obtained; finally, we accurately prove that considering the boundary effect the meridian surface displacement u = 0 is an exact solution. In this paper we give the singular perturbation solution of the deflection differential equations. Finally we check the equilibrium condition and prove the inner forces solved by perturbation method and the outer load are fully equilibrated. It shows that perturbation solution is accurate. On the other hand, it shows again that the deflection differential equation is an exact equation.The features of the new differential equations are as follows:1. The accuracies of the new differential equations and the original differential e-quations are the same.2. The new differential equations can satisfy the boundary conditions simply.3. It is advantageous to use perturbation method with the new differential equations.4 We may obtain the deflection expression(w)and slope expression (dw/da) by using the new differential equations.The new differential equations greatly simplify the calculation of spherical shell. The notation adopted in this paper is the same as that in Ref. [1] 展开更多
关键词 spherical shell differential equation of deflections singular perturbation solution
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Different Methods on Predicting Deflections on Beams Reinforced with CFRP Bars
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作者 Drilona Disha Hektor Cullufi 《Journal of Civil Engineering and Architecture》 2021年第4期193-197,共5页
The use of fiber reinforced polymer(FRP)bars to substitute the steel bars in internal reinforcement is now an alternative in some structures subjected by corrosion.The strength,stiffness and bond characteristics of FR... The use of fiber reinforced polymer(FRP)bars to substitute the steel bars in internal reinforcement is now an alternative in some structures subjected by corrosion.The strength,stiffness and bond characteristics of FRP bars are tested to understand their flexural behaviour.In this study is investigated the way of failure of beams reinforced internally with carbon FRP(CFRP)bars and their mechanical properties.Two sets of concrete beams reinforced with different diameters of CFRP bars are designed and tested under four-point loading methods.In general,beams reinforced with FRP bars show more deflections and greater values of crack width than beams reinforced with conventional steel,which is due to their low modulus of elasticity and general stiffness.In this paper is presented the calculation and comparison of deflection using different methods,such as ACI 440,CAN/CSA,Eurocode and experimental loading tests.The evaluation is done comparing the results of every method.This study is effective when we use beams with one layer of reinforcement. 展开更多
关键词 Fibre reinforced with polymers CFRP bars DEFLECTION modulus of elasticity
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An Improved Technique of Calculating Deflections of Flexural Reinforced Concrete Elements Made of Conventional and High-Strength Concrete
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作者 Gennadiy Murashkin Vasiliy Murashkin Denis Panfilov 《Journal of Civil Engineering and Architecture》 2013年第2期125-131,共7页
The paper presents an improved technique of calculating total deflections of flexural reinforced concrete elements that takes discrete crack formation into account. The technique is based on determining the curvature ... The paper presents an improved technique of calculating total deflections of flexural reinforced concrete elements that takes discrete crack formation into account. The technique is based on determining the curvature of the cross section of reinforced concrete elements with cracks and fissures in the area between cracks. The curvature of the element is calculated using a non-linear function of the deformation of concrete under compression. Approximating dependency of concrete resistance on compression developed by one of the authors is presented. An algorithm of finding the curvature and formulas for calculating curvature and deflection are provided. The function of the curvature distribution along the length of a flexible element is proposed by the authors. The paper also presents the results of the author's experimental research. The characteristics of samples tested are described. The experimental research results of deflections of fiexural reinforced concrete elements made of conventional and high-strength concretes are presented. Comparison of the values calculated using the technique with those obtained from the experimental research as well as those calculated according to existing regulations in Russia, USA and Europe is drawn. 展开更多
关键词 DEFLECTION concrete tension diagram flexural elements.
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Comparative Analysis of the Deflections of Two Beams Using the Finite Difference Method
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作者 Mariana Coelho Portilho Bernardi Adilandri Mércio Lobeiro +1 位作者 Rogério Zolin Bertechini Tamara Liz Schwab Ribeiro 《Journal of Mechanics Engineering and Automation》 2020年第3期84-86,共3页
In this paper,a comparative analysis of two beams’deflections,one supported-embedded beam and a bi-supported beam,is presented.For such comparison,first the respective second-order linear Ordinary Differential Equati... In this paper,a comparative analysis of two beams’deflections,one supported-embedded beam and a bi-supported beam,is presented.For such comparison,first the respective second-order linear Ordinary Differential Equations(ODEs)were obtained.Along with the boundary conditions,there are two Boundary Value Problems(BVPs),making it possible to perform their numerical and analytical solutions.For numerical solutions,a Matlab algorithm was implemented based on the Finite Difference Method(FDM).The analytical solutions were also obtained for comparison with the numerical ones and with the validation method.In the end we analyzed the shapes of the elastic lines of the two beams caused by the loads coming from the weight of each one. 展开更多
关键词 FDM BVP ODE BEAMS deflection.
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基于深度学习的井筒变形预测模型与应用 被引量:1
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作者 刘辉 李国强 +4 位作者 朱晓峻 张鹏飞 程桦 王金正 李培帅 《煤炭学报》 北大核心 2025年第2期732-747,共16页
近年来我国东部矿区发生了多起立井井筒倾斜变形及破损灾害,严重影响了矿井安全与生产。针对厚含水松散层深立井倾斜破损灾害,以鲁南某矿深立井井筒(800 m)为研究对象,开展了井筒倾斜变形监测,研究了井筒倾斜时空变化特征,分析了井筒倾... 近年来我国东部矿区发生了多起立井井筒倾斜变形及破损灾害,严重影响了矿井安全与生产。针对厚含水松散层深立井倾斜破损灾害,以鲁南某矿深立井井筒(800 m)为研究对象,开展了井筒倾斜变形监测,研究了井筒倾斜时空变化特征,分析了井筒倾斜主要影响因素;在此基础上,基于深度学习理论,综合采用循环神经网络(RNN)、长短期记忆网络(LSTM)、门控循环单元(GRU)、一维卷积神经网络(1DCNN)四种经典深度学习方法,构建了井筒倾斜变形预测模型,并将预测结果与实测值进行对比,分析了井筒变形预测模型精度,研究了井筒整体和关键区域预测效果,验证了模型可靠性,并开展了工程应用。研究表明:①井筒倾斜主要发生在松散层,倾斜值由浅到深线性减小、并偏向采空区一侧,最大为352 mm,基岩层变形较小,最大为88 mm;开采引起厚松散层变形传播范围增大、底部含水层沿井壁渗流疏水及地下水渗流场的变化是导致井筒倾斜变形的主要原因。②模型与实测值Spearman相关系数最大为0.978,最小为0.867,4种模型与现场实测偏移量的最大差值为0.043 m,平均绝对误差E_(MA)在0.003~0.009 m内,均方根误差E_(RMS)在0.004~0.011 m内,整体预测效果以1 DCNN模型最优,主要倾斜方向(偏向采空区一侧的东西方向)预测精度略低于变形量较小的方向(南北方向),且均能够满足工程需要。③井筒整体预测曲线与实际倾斜方向一致,井口、松散层基岩交界面E_(MA)与E_(RMS)平均值均为0.005 m、0.006 m,井底精度略低,其对应值为0.012、0.013 m,井筒特征区域与整体预测效果均表现良好,表明基于深度学习的井筒变形预测模型具有良好的预测能力,研究成果在井筒注浆修复治理工程中得到了有效应用,为井筒安全管理提供了技术参考和数据支撑,为类似工程提供了工程实践经验。 展开更多
关键词 煤矿立井 倾斜变形 深度学习 井筒预测 神经网络
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结构负触变效应下当量沥青混凝土层厚度换算与弯沉指标修正 被引量:1
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作者 王旭东 李倩 +1 位作者 刘旭 蔡秋香 《交通运输工程学报》 北大核心 2025年第3期192-204,共13页
为揭示落锤式弯沉仪(FWD)瞬时荷载作用下沥青路面结构弯沉的本质规律,以RIOHTrack足尺试验环道上具有相同路基和基层条件的5个结构为基准结构,分析FWD瞬时冲击荷载作用下沥青路面弯沉指标随厚度的变化规律;在此基础上,基于等刚度原理推... 为揭示落锤式弯沉仪(FWD)瞬时荷载作用下沥青路面结构弯沉的本质规律,以RIOHTrack足尺试验环道上具有相同路基和基层条件的5个结构为基准结构,分析FWD瞬时冲击荷载作用下沥青路面弯沉指标随厚度的变化规律;在此基础上,基于等刚度原理推导环道不同基层结构的当量沥青混凝土(AC)层厚度,从而将环道19个路面结构简化为当量AC层+路基的双层体系结构;据此提出了一个基于承载能力指标的沥青路面结构简易设计方法,并考虑土基模量和上部结构当量AC层模量,构建了理论弯沉指标的综合修正模型。研究结果表明:FWD瞬时荷载作用下沥青路面结构具有显著的负触变效应,即在相同路基及基层条件下,弯沉指标表现出随沥青层厚度增加而减小的规律,这一现象在不同荷载水平和环境条件下均得到了验证;路面结构当量AC层厚度与实测弯沉盆面积相关性在99%以上,证明提出的当量AC层厚度换算方法具有较好的可靠性;与传统的弯沉综合修正模型相比,提出的F修正模型可以同时考虑路基模量和上部结构条件,从而弥补现有弯沉修正方法不考虑路面结构型式影响的缺陷。研究成果可以为沥青路面设计提供一个简单可行的经验方法。 展开更多
关键词 路面工程 沥青路面 当量AC层换算 弯沉指标 负触变效应 弯沉综合修正 RIOHTrack足尺试验环道
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钢筋笼在线变径过程中的建模及分析 被引量:1
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作者 许波 景迪 关玉明 《机械设计与制造》 北大核心 2025年第1期353-357,364,共6页
针对钢筋笼在线变径时因变径拉力不确定而造成的变径尺寸偏差及焊接强度不足等问题,在钢筋笼在线变径分析的基础上,建立了钢筋笼在线变径时的力学预测模型,并根据欧拉伯努利梁理论,采用数值积分法推导出钢筋笼在线变径时的许用拉力公式... 针对钢筋笼在线变径时因变径拉力不确定而造成的变径尺寸偏差及焊接强度不足等问题,在钢筋笼在线变径分析的基础上,建立了钢筋笼在线变径时的力学预测模型,并根据欧拉伯努利梁理论,采用数值积分法推导出钢筋笼在线变径时的许用拉力公式,再据此对钢筋笼的焊接强度进行校核,确定了钢筋笼在线变径时变径拉力与主筋变形量及焊接强度之间的定量关系。并针对钢筋笼在线变径过程中存在的焊接强度不足的问题,提出了一种箍筋密绕的制备工艺,最后通过仿真验证了拉力公式的准确性和箍筋密绕制备工艺的可行性。 展开更多
关键词 钢筋笼 在线变径 大挠度变形 焊接强度 箍筋密绕
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移动荷载作用下简支梁桥挠度冲击系数的数值计算与试验验证 被引量:1
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作者 刘越 龙金喜 +5 位作者 荚瑞馨 董方 朱尚清 车功健 蔡刚 韩强 《北京工业大学学报》 北大核心 2025年第6期715-724,共10页
针对移动荷载作用下简支梁桥动力评价方法不足和传统动载试验测量方法费时费力的问题,以某简支梁桥为研究对象,提出一种基于移动荷载作用下简支梁桥动力评价方法,该方法首先通过精确化建立车桥耦合模型,并基于毫米波雷达的动态位移测量... 针对移动荷载作用下简支梁桥动力评价方法不足和传统动载试验测量方法费时费力的问题,以某简支梁桥为研究对象,提出一种基于移动荷载作用下简支梁桥动力评价方法,该方法首先通过精确化建立车桥耦合模型,并基于毫米波雷达的动态位移测量、结合模态分析、动载试验来验证模型的准确性,同时考虑桥面不平整度和车速对桥梁挠度冲击系数的影响,并与现行规范进行比较。结果表明:挠度冲击系数与车速不呈线性相关,而是在某个速度下出现峰值;不同梁跨中的挠度冲击系数存在差异,但变化规律一致;随着桥面等级的劣化,桥梁振动响应显著增大,而规范中挠度冲击系数仅与桥梁基频相关,与实际结果有较大差别;毫米波雷达作为一种新型非接触式测试方法,能准确测量桥梁的复杂振动。 展开更多
关键词 桥梁 车桥耦合 挠度冲击系数 试验验证 数值模拟 毫米波雷达
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空气悬架系统的理想孪生动挠度跟踪控制策略 被引量:1
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作者 赵雷雷 张浩 +4 位作者 于曰伟 甄冉 丁钒 单溪玉 丁家和 《西安交通大学学报》 EI CAS 北大核心 2025年第1期159-171,共13页
为解决车辆主动悬架系统减振效果与控制能耗间的矛盾,基于“数字孪生、以虚控实、节能减振”理念,提出了主动空气悬架系统的理想孪生动挠度跟踪控制策略。首先,以车辆座椅主动空气悬架系统为例,利用准零刚度系统构建了真实空气悬架系统... 为解决车辆主动悬架系统减振效果与控制能耗间的矛盾,基于“数字孪生、以虚控实、节能减振”理念,提出了主动空气悬架系统的理想孪生动挠度跟踪控制策略。首先,以车辆座椅主动空气悬架系统为例,利用准零刚度系统构建了真实空气悬架系统的理想数字孪生体,同时建立了该孪生体的参数匹配设计方法;然后,以空气弹簧气体压力控制为节点,设计了外环位置模糊非奇异快速终端滑模控制器,以及考虑空气弹簧充放气过程中电磁阀非线性流量特性的内环气压控制器,进而实现真实悬架系统对实际激励下孪生体动挠度的跟踪;最后,通过台架模拟实验与整车平顺性仿真实验,对所提控制策略的有效性与先进性进行了验证。结果表明:与以降低加速度为控制目标的传统控制策略相比,所提策略在随机路况下的座椅垂向振动加速度均方根更小且控制能耗均方根最小降幅达65.0%,冲击路况下座椅垂向振动剂量也更小且主动控制力最大降幅高达45.5%。所提策略性能明显优于传统策略,能在有效提高悬架系统减振性能的同时大幅降低主动控制能耗,有效解决了上述矛盾,可推广应用于各类主动悬架系统,为节能减振提供新的研究思路。 展开更多
关键词 车辆 空气悬架 节能减振 理想孪生动挠度
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贸易政策不确定性的偏转效应:以中国对东盟出口为例 被引量:1
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作者 高新 孔硕 《国际贸易》 北大核心 2025年第4期63-74,共12页
贸易政策不确定性引致的贸易偏转效应在缓解一国出口压力中发挥着重要作用。文章以美国对华关税水平及其变化为例,采用2018—2021年中国向东盟各国出口的产品数据,分析了贸易政策不确定性的产品出口偏转效应及其影响机制。研究结果表明... 贸易政策不确定性引致的贸易偏转效应在缓解一国出口压力中发挥着重要作用。文章以美国对华关税水平及其变化为例,采用2018—2021年中国向东盟各国出口的产品数据,分析了贸易政策不确定性的产品出口偏转效应及其影响机制。研究结果表明,美国对华贸易政策不确定性促进了中国向东盟国家出口产品的贸易偏转,且在产品、国家及行业层面存在异质性。机制检验发现,美国对华贸易政策不确定性引致的中国对东盟产品出口贸易偏转效应主要通过OFDI带动效应和双边结构效应得以实现。进一步分析发现,偏转效应对产品出口及其三元边际均有促进作用;当叠加中国内部的多维政策不确定性时,不同的叠加政策会对贸易偏转效应产生差异化影响。为此,文章针对外部贸易政策不确定性带来的不利影响,在提升与东盟国家的合作能级、发挥中国—东盟OFDI效应与双边结构效应等方面,提出了助力中国对外贸易高质量发展的相关建议。 展开更多
关键词 贸易偏转效应 东盟 贸易政策不确定性与叠加 三元边际
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考虑主应力偏转的桩承式路堤土拱效应分析 被引量:1
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作者 张玲 林炜 +1 位作者 周帅 周杰 《铁道科学与工程学报》 北大核心 2025年第3期1064-1073,共10页
土拱效应是桩承式路堤荷载传递的主要机理之一。基于Terzaghi土柱土拱模型,考虑小主应力偏转对桩承式路堤土拱效应的影响,假定应力偏转角随土拱高度的增加呈线性变化,且小主应力线轨迹为圆弧形,引入小主应力形状系数来表征同一深度处桩... 土拱效应是桩承式路堤荷载传递的主要机理之一。基于Terzaghi土柱土拱模型,考虑小主应力偏转对桩承式路堤土拱效应的影响,假定应力偏转角随土拱高度的增加呈线性变化,且小主应力线轨迹为圆弧形,引入小主应力形状系数来表征同一深度处桩间土平均竖向应力与滑移面竖向应力的关系;然后通过分析等沉面以下桩间土上方路堤填土单元体,建立竖向应力平衡方程,同时利用Winkler地基模型表征桩间土和桩,建立等沉面至桩底的桩-土位移协调方程,解得随桩土差异沉降变化的桩承式路堤土拱高度,以及随土拱高度变化的桩土应力比;最后,结合2个实际工程案例,对比本文方法计算值、实测值以及其他已有理论方法计算值,验证本文方法的合理性。在此基础上,分析路堤高度、桩土刚度比、桩间净距等参数变化时主应力偏转对桩土应力比的影响。研究结果表明:本文方法考虑了主应力偏转,优化了滑移面应力分布;与传统Terzaghi法相比,本文方法土拱高度能随剪应力动态调整;桩土应力比与Terzaghi法趋势一致,但数值更低;桩土应力比和土拱高度随桩土刚度比和路堤高度的增加而增大,桩土应力比随桩间净距的增大而减小,而土拱高度随桩间净距的增加而增大;3个影响因素中,桩间净距对桩土应力比和土拱高度的影响最为显著,路堤填土高度的影响则相对较小。 展开更多
关键词 桩承式路堤 土拱效应 主应力偏转 桩土应力比 土拱高度 桩土刚度比
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基于Timoshenko梁理论的碳纤维芯导线压接区挠度计算方法
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作者 王芸 王宏 +3 位作者 李强 尚志勇 姚洪斌 王春耀 《南京航空航天大学学报(自然科学版)》 北大核心 2025年第4期775-780,共6页
针对300/40碳纤维芯(棒芯)导线压接区因挠度变形引发的结构可靠性问题,提出了基于Timoshenko梁的挠度计算方法,理论推导了剪切效应影响下碳纤维芯(棒芯)导线压接区的挠度计算公式,并通过有限元仿真进行了分析。结果表明:长径比为17.14的... 针对300/40碳纤维芯(棒芯)导线压接区因挠度变形引发的结构可靠性问题,提出了基于Timoshenko梁的挠度计算方法,理论推导了剪切效应影响下碳纤维芯(棒芯)导线压接区的挠度计算公式,并通过有限元仿真进行了分析。结果表明:长径比为17.14的300/40碳纤维芯导线压接区在10 t压接载荷作用下的最大挠度值为0.0116 m,与有限元仿真结果0.0128 m基本吻合。该理论解具有很高的计算精度,且其形式简单,利用该公式进行求解可避免有限元仿真中建立模型、网格划分等复杂的求解过程,计算效率显著提升,且具有一定的普适性,还可用于300/50钢芯铝绞线压接区的挠度计算。研究成果可为碳纤维复合芯导线压接工艺优化及工程应用提供重要参考。 展开更多
关键词 碳纤维芯导线 压接区 挠度分析 TIMOSHENKO梁
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