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An Automatic Damage Detection Method Based on Adaptive Theory-Assisted Reinforcement Learning
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作者 Chengwen Zhang Qing Chun Yijie Lin 《Engineering》 2025年第7期188-202,共15页
Current damage detection methods based on model updating and sensitivity Jacobian matrixes show a low convergence ratio and computational efficiency for online calculations.The aim of this paper is to construct a real... Current damage detection methods based on model updating and sensitivity Jacobian matrixes show a low convergence ratio and computational efficiency for online calculations.The aim of this paper is to construct a real-time automated damage detection method by developing a theory-assisted adaptive mutiagent twin delayed deep deterministic(TA2-MATD3)policy gradient algorithm.First,the theoretical framework of reinforcement-learning-driven damage detection is established.To address the disadvantages of traditional mutiagent twin delayed deep deterministic(MATD3)method,the theory-assisted mechanism and the adaptive experience playback mechanism are introduced.Moreover,a historical residential house built in 1889 was taken as an example,using its 12-month structural health monitoring data.TA2-MATD3 was compared with existing damage detection methods in terms of the convergence ratio,online computing efficiency,and damage detection accuracy.The results show that the computational efficiency of TA2-MATD3 is approximately 117–160 times that of the traditional methods.The convergence ratio of damage detection on the training set is approximately 97%,and that on the test set is in the range of 86.2%–91.9%.In addition,the main apparent damages found in the field survey were identified by TA2-MATD3.The results indicate that the proposed method can significantly improve the online computing efficiency and damage detection accuracy.This research can provide novel perspectives for the use of reinforcement learning methods to conduct damage detection in online structural health monitoring. 展开更多
关键词 Reinforcement learning Theory-assisted damage detection Newton’s method Model updating Architectural heritage
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Damage evolution of surrounding sandstone rock under charging–discharging cyclic loading in the natural gas storage of abandoned mines based on the discrete element method
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作者 Zhanguo Ma Junyu Sun +3 位作者 Peng Gong Erwin Oh Jun Hu Ruichong Zhang 《Deep Underground Science and Engineering》 2025年第2期329-338,共10页
Gas storage in abandoned mines is one way to reuse waste space resources.The surrounding rock of gas storage reservoirs in underground roadways undergoes damage and deformation under the cyclic loading of gas charging... Gas storage in abandoned mines is one way to reuse waste space resources.The surrounding rock of gas storage reservoirs in underground roadways undergoes damage and deformation under the cyclic loading of gas charging and discharging,which can pose a risk to the safety of the reservoirs.This study establishes a true triaxial numerical model of rock mass with the discrete element method(DEM)and explores the crack evolution of surrounding rock of underground gas storage during cyclic loading and unloading.Also,a damage evolution model in numerical analysis considering residual deformation is developed to explain the experimental results.As was revealed,cyclic loading and unloading resulted in fatigue damage in the specimen and caused strength deterioration of the specimen.During the loading process,the uniformly distributed force chains of the rock mass redistributed,evolving gradually to mostly transverse force chains.This contributed to the appearance of blank areas in the force chains when through cracks appear.The ratio of tensile cracks to shear cracks gradually decreases and finally stabilizes at 7:1.The damage evolution model considering residual strain can be mutually verified with the numerical simulation results.Based on the DEM model,it was found that there was a certain threshold of confining pressure.When the confining pressure exceeded 30 MPa,the deformation to ductility of sandstone samples began to accelerate,with a greater residual strength.This study provides a theoretical basis for analyzing the long-term mechanical behavior of surrounding rock of gas storage in abandoned mines. 展开更多
关键词 damage evolution model of surrounding rock discrete element method force chains gas charging-discharging cycle gas storage in abandoned mines
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基于SPH-DEM并行计算的滑坡涌浪模拟
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作者 唐岳灏 姜清辉 《人民长江》 北大核心 2025年第5期136-142,共7页
为解决滑坡体与水体的强耦合及非线性水波演化形成的复杂流-固耦合问题,采用光滑粒子流方法(SPH)模拟水体动力学特性,通过离散元方法(DEM)模拟滑坡体大变形与不连续问题,构建了SPH-DEM流-固耦合算法,并开发了基于分布式MPI的并行计算程... 为解决滑坡体与水体的强耦合及非线性水波演化形成的复杂流-固耦合问题,采用光滑粒子流方法(SPH)模拟水体动力学特性,通过离散元方法(DEM)模拟滑坡体大变形与不连续问题,构建了SPH-DEM流-固耦合算法,并开发了基于分布式MPI的并行计算程序,实现了SPH-DEM耦合过程的大规模高性能计算。将该程序应用于湖北省江坪河水库白日垭崩塌体滑坡模拟,再现了滑坡发展、涌浪形成、河道传播、冲击大坝的灾害链过程。结果显示:涌浪在坝前最大壅高474.00 m,低于坝高476.00 m,此程序在进程数量128时取得了超过70%的并行加速效率。研究成果能有效分析滑坡涌浪灾害动力学过程,开发的并行程序可为其他国产同类软件提供借鉴。 展开更多
关键词 滑坡涌浪 流-固耦合 离散元(dem) 光滑粒子流(SPH) 白日垭崩塌体 江坪河水库
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Novel damage constitutive models and new quantitative identification method for stress thresholds of rocks under uniaxial compression
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作者 DU Kun YI Yang +3 位作者 LUO Xin-yao LIU Kai LI Peng WANG Shao-feng 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第8期2658-2675,共18页
Four key stress thresholds exist in the compression process of rocks,i.e.,crack closure stress(σ_(cc)),crack initiation stress(σ_(ci)),crack damage stress(σ_(cd))and compressive strength(σ_(c)).The quantitative id... Four key stress thresholds exist in the compression process of rocks,i.e.,crack closure stress(σ_(cc)),crack initiation stress(σ_(ci)),crack damage stress(σ_(cd))and compressive strength(σ_(c)).The quantitative identifications of the first three stress thresholds are of great significance for characterizing the microcrack growth and damage evolution of rocks under compression.In this paper,a new method based on damage constitutive model is proposed to quantitatively measure the stress thresholds of rocks.Firstly,two different damage constitutive models were constructed based on acoustic emission(AE)counts and Weibull distribution function considering the compaction stages of the rock and the bearing capacity of the damage element.Then,the accumulative AE counts method(ACLM),AE count rate method(CRM)and constitutive model method(CMM)were introduced to determine the stress thresholds of rocks.Finally,the stress thresholds of 9 different rocks were identified by ACLM,CRM,and CMM.The results show that the theoretical stress−strain curves obtained from the two damage constitutive models are in good agreement with that of the experimental data,and the differences between the two damage constitutive models mainly come from the evolutionary differences of the damage variables.The results of the stress thresholds identified by the CMM are in good agreement with those identified by the AE methods,i.e.,ACLM and CRM.Therefore,the proposed CMM can be used to determine the stress thresholds of rocks. 展开更多
关键词 stress threshold acoustic emission damage constitutive model damage element quantitative method
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Damage Mechanism of Ultra-thin Asphalt Overlay(UTAO) based on Discrete Element Method
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作者 杜晓博 GAO Liang +4 位作者 RAO Faqiang 林宏伟 ZHANG Hongchao SUN Mutian XU Xiuchen 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS CSCD 2024年第2期473-486,共14页
Aiming to analyze the damage mechanism of UTAO from the perspective of meso-mechanical mechanism using discrete element method(DEM),we conducted study of diseases problems of UTAO in several provinces in China,and fou... Aiming to analyze the damage mechanism of UTAO from the perspective of meso-mechanical mechanism using discrete element method(DEM),we conducted study of diseases problems of UTAO in several provinces in China,and found that aggregate spalling was one of the main disease types of UTAO.A discrete element model of UTAO pavement structure was constructed to explore the meso-mechanical mechanism of UTAO damage under the influence of layer thickness,gradation,and bonding modulus.The experimental results show that,as the thickness of UTAO decreasing,the maximum value and the mean value of the contact force between all aggregate particles gradually increase,which leads to aggregates more prone to spalling.Compared with OGFC-5 UTAO,AC-5 UTAO presents smaller maximum and average values of all contact forces,and the loading pressure in AC-5 UTAO is fully diffused in the lateral direction.In addition,the increment of pavement modulus strengthens the overall force of aggregate particles inside UTAO,resulting in aggregate particles peeling off more easily.The increase of bonding modulus changes the position where the maximum value of the tangential force appears,whereas has no effect on the normal force. 展开更多
关键词 ultra-thin asphalt overlay pavement distress discrete element method meso-mechanics damage mechanism
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A vector sum analysis method for stability evolution of expansive soil slope considering shear zone damage softening
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作者 Junbiao Yan Lingwei Kong +1 位作者 Cheng Chen Mingwei Guo 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第9期3746-3759,共14页
Slope stability analysis is a classical mechanical problem in geotechnical engineering and engineering geology.It is of great significance to study the stability evolution of expansive soil slopes for engineering cons... Slope stability analysis is a classical mechanical problem in geotechnical engineering and engineering geology.It is of great significance to study the stability evolution of expansive soil slopes for engineering construction in expansive soil areas.Most of the existing studies evaluate the slope stability by analyzing the limit equilibrium state of the slope,and the analysis method for the stability evolution considering the damage softening of the shear zone is lacking.In this study,the large deformation shear mechanical behavior of expansive soil was investigated by ring shear test.The damage softening characteristic of expansive soil in the shear zone was analyzed,and a shear damage model reflecting the damage softening behavior of expansive soil was derived based on the damage theory.Finally,by skillfully combining the vector sum method and the shear damage model,an analysis method for the stability evolution of the expansive soil slope considering the shear zone damage softening was proposed.The results show that the shear zone subjected to large displacement shear deformation exhibits an obvious damage softening phenomenon.The damage variable equation based on the logistic function can be well used to describe the shear damage characteristics of expansive soil,and the proposed shear damage model is in good agreement with the ring shear test results.The vector sum method considering the damage softening behavior of the shear zone can be well applied to analyze the stability evolution characteristics of the expansive soil slope.The stability factor of the expansive soil slope decreases with the increase of shear displacement,showing an obvious progressive failure behavior. 展开更多
关键词 Expansive soil slope Stability analysis Ring shear test Vector sum method damage model Strain softening
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面向水文过程模拟的DEM子流域划分优化方法
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作者 朱旭 周玉良 +3 位作者 周平 吴成国 崔毅 张宇亮 《湖泊科学》 北大核心 2025年第5期1759-1770,共12页
为解决直接利用原始DEM提取的模拟河网与实际水系存在偏差、影响子流域划分的问题,论文基于区域实际影像中的河流位置,提取研究流域的主河道;依据主河道栅格高程与垂直主河道方向的洼地栅格高程之差的最大值,降低主河道所在DEM栅格的高... 为解决直接利用原始DEM提取的模拟河网与实际水系存在偏差、影响子流域划分的问题,论文基于区域实际影像中的河流位置,提取研究流域的主河道;依据主河道栅格高程与垂直主河道方向的洼地栅格高程之差的最大值,降低主河道所在DEM栅格的高程值,并采用河网密度法确定河源的最佳集水面积阈值。结合我国一级小流域面积范围标准(50~300 km^(2)),以及每个子流域出口位于河网干流上的准则,确定合适的子流域划分数量及面积,并对不同的子流域划分方案下分布式新安江模型的日模和次模结果进行比较。桃溪流域应用结果表明:将实际水系主河道所在DEM栅格的高程降低40 m,基于河网密度法确定河源的最佳集水面积阈值为0.81 km^(2)后,所提取的模拟河网更加符合实际。子流域最佳集水面积阈值为108 km^(2),划分的子流域数量为7个,子流域的平均面积为213.2 km^(2)。对主河道所在DEM栅格的高程降低处理后划分的7和11个子流域分别记为方案A和B,未对主河道所在DEM栅格的高程降低处理划分的7个子流域记为方案C。利用桃溪流域1982—2022年水文气象资料对日径流过程进行模拟(1982—2012年为训练样本,其余为验证样本),方案A、B、C在训练期的确定性系数分别为0.87、0.87、0.86,验证期分别为0.90、0.91、0.90,模拟精度基本一致。选取20场洪水进行次洪模拟,以洪峰、洪量和峰现时间误差为精度评定指标,方案A、B、C下的合格场次分别为19、19、16场;以确定性系数为精度评定指标,方案A、B、C下的平均确定性系数分别为0.93、0.94、0.93。方案A和B的洪水模拟合格率高于方案C,而划分为7个子流域的方案A相较于11个子流域的方案B在精度上无明显差异。可见对主河道所在DEM栅格进行高程降低处理,以子流域面积处于我国一级小流域面积范围标准(50~300 km^(2))内、子流域出口位于干流上的准则进行子流域划分是合理可行的。 展开更多
关键词 流域划分 河网提取 河网密度法 集水面积阈值 dem 实际水系 桃溪流域
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SPH-DEM耦合模拟方法在啮合型双螺杆挤出机中的应用
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作者 杨文明 谢林生 +2 位作者 王玉 马玉录 李果 《化工进展》 北大核心 2025年第7期3748-3756,共9页
为探究啮合型双螺杆挤出机内固液两相物料的流动方式、颗粒受力及两相混合过程,本文采用光滑粒子流体动力学(SPH)与离散单元法(DEM)耦合的方法进行了仿真模拟。由于其无网格特性,SPH方法能够有效克服有限元方法在针对啮合型双螺杆这一... 为探究啮合型双螺杆挤出机内固液两相物料的流动方式、颗粒受力及两相混合过程,本文采用光滑粒子流体动力学(SPH)与离散单元法(DEM)耦合的方法进行了仿真模拟。由于其无网格特性,SPH方法能够有效克服有限元方法在针对啮合型双螺杆这一特殊结构上划分网格困难的问题。基于所建立的流体单元模型、流体黏度模型和固体颗粒模型、颗粒接触模型等,对啮合型双螺杆的螺纹段和捏合块段内固液两相物料的流动混合过程进行了模拟,分析了固液两相物料分别在挤出机输送段和混合段的受力行为以及流动过程中的相互作用。模拟结果表明:流体包裹固体颗粒的混合物料在挤出机中的流动方式为随螺杆作周向转动的同时沿轴向方向缓慢推进,在加料12s后混合物料到达出口;混合物料在捏合块段的受力明显大于螺纹段,颗粒受到的法向力、切向力和流体力最大值均出现在第一个捏合盘区域;固液两相物料在捏合块段的填充程度和混合效果均高于螺纹段,混合后物料的Lacey混合指数高达0.9。 展开更多
关键词 SPH-dem耦合方法 啮合型双螺杆 固液混合 颗粒受力 多相流 计算机模拟
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基于DEM-MBD耦合的中部槽磨损故障下动力学响应特征研究
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作者 李博 李嘉浩 +5 位作者 宋成友 张建军 夏蕊 王学文 崔卫秀 倪强 《机电工程》 北大核心 2025年第6期1157-1169,共13页
针对刮板输送机中部槽故障频发等问题,对故障条件下煤散料及链传动系统的动力学响应特征进行了研究。首先,构建了基于刮板输送机法的离散元法-多体动力学(DEM-MBD)耦合模型,分别从有载侧运行阻力及刮板纵向加速度两方面验证了仿真模型... 针对刮板输送机中部槽故障频发等问题,对故障条件下煤散料及链传动系统的动力学响应特征进行了研究。首先,构建了基于刮板输送机法的离散元法-多体动力学(DEM-MBD)耦合模型,分别从有载侧运行阻力及刮板纵向加速度两方面验证了仿真模型的可靠性;其次,采用改变中部槽几何属性的方法,完成了中部槽磨损故障注入;然后,基于DEM-MBD耦合模型研究了煤颗粒在故障条件下的力学特性和运动特性;最后,基于DEM-MBD耦合模型,研究了刮板链条速度、链条张力、刮板振动特性和驱动链轮转矩等在故障条件下的动力学响应特征。研究结果表明:卡滞现象降低了刮板链的平稳性;中部槽磨损对链道外侧煤颗粒的速度波动影响最大,其次是在链道处,影响最小的是在链道内侧;磨损故障下,刮板链条的链速、链条张力及振动加速度的波动幅度显著高于正常工况。该研究结果可以为解决中部槽磨损故障频发问题提供理论依据。 展开更多
关键词 中部槽 链传动系统 磨损 离散元法 多体动力学 动力学响应
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基于SPH-DEM-FEM方法的高位滑坡冲击框架建筑群损毁机制研究
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作者 樊晓一 邓鑫 +3 位作者 刘欢 夏贵平 宋嘉麒 杨居颐 《振动与冲击》 北大核心 2025年第15期235-248,288,共15页
高位滑坡对建筑集群的冲击破坏时常导致严重的人员伤亡,基于光滑粒子流体动力学-离散元法-有限元法(smoothed particle hydrodynamics-discrete element method-finite element method,SPH-DEM-FEM)耦合的数值模型,开展了高位滑坡对框... 高位滑坡对建筑集群的冲击破坏时常导致严重的人员伤亡,基于光滑粒子流体动力学-离散元法-有限元法(smoothed particle hydrodynamics-discrete element method-finite element method,SPH-DEM-FEM)耦合的数值模型,开展了高位滑坡对框架结构建筑群的冲击过程、建筑结构破坏机理、冲击力时程与框架柱关键点应力和弯矩等动力机制研究。研究结果表明:SPH-DEM-FEM耦合数值方法能够有效地模拟碎石土滑坡中土(SPH)石(DEM)混合物的抛射弹跳、爬高绕流冲击运动过程。考虑了常规建筑垂直、平行于滑坡流向的三排建筑组合布局,位于滑坡近端的纵向排列建筑表现为连续性倾倒破坏,横向排列的建筑则呈现整体倾倒破坏;因前排建筑群对滑坡冲击能量的耗散及滑坡自身摩擦耗能,位于滑坡后端建筑表现为引流面墙体和前排柱发生局部破坏,结构保持稳定,损毁程度依次为上游无建筑缓冲耗能的建筑>有横向排列的建筑>有纵向排列的建筑;纵向、横向排列的建筑冲击力衰减幅度分别31%、21%。横向框架建筑整体倾倒的损毁机制表现为框架柱的直接剪断或节点塑形铰链失效;纵向框架建筑连续性倾倒的损毁机制表现为前排框架柱的失效引起后排框架柱轴向压力和极限弯矩增加,持续冲击荷载超过其极限弯矩致使后排框架柱发生弯曲破坏,最终结构倾倒。系统能量在动能、内能和摩擦耗能间转化,其中摩擦耗能占65.5%,结构耗能占23.6%,动能快速下降与内能急剧增加是建筑破坏的关键特征。 展开更多
关键词 光滑粒子流体动力学-离散元法-有限元法-(SPH-dem-FEM) 高位滑坡 框架结构建筑群 损毁机制 动力机制
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A Two-step Inverse Method for Quantitative Damage Evaluation of Plate-like Structures Using Vibration Approach
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作者 Shuai He Jiaxin Li +2 位作者 Xuejing Wu Chunhui Wang Tianran Lin 《Journal of Dynamics, Monitoring and Diagnostics》 2024年第1期32-39,共8页
This study presents a novel two-step approach to assess plate-like structural laminar damages,particularly for delamination damage detection of composite structures.Firstly,a 2-D continuous wavelet transform is employ... This study presents a novel two-step approach to assess plate-like structural laminar damages,particularly for delamination damage detection of composite structures.Firstly,a 2-D continuous wavelet transform is employed to identify the damage location and sizes from vibration curvature data.An inverse method is subsequently then used to determine the bending stiffness reduction ratio along a specified direction,enabling the quantification of the delamination severity.The method employed in this study is an extension of the one-dimensional inverse method developed in a previous work of the authors.The applicability of the two-step inverse approach is demonstrated in a simulation analysis and by an experimental study on a cantilever composite plate containing a single delamination.The inverse method is shown to have the capacity to reveal the detailed damage information of delamination within a constrained searching space and can be used to determine the effective flexural stiffness of composite plate structures,even in cases of complex delamination damage. 展开更多
关键词 2-D continuous wavelet transform damage quantification delamination damage inverse method VIBRATION
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基于LBM-DEM的空沙移动床传热特性数值模拟
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作者 张剑 李斌 +3 位作者 杨雨昂 吴正人 王鑫 李新福 《太阳能学报》 北大核心 2025年第8期555-563,共9页
面向塔式太阳能热发电系统,研究空沙移动床换热器内稠密气固两相流动及换热的机理和特性,将格子Boltzmann方法(LBM)与离散单元法(DEM)结合,从介观尺度上建立LBM-DEM流动及传热模型。以不同空沙质量流量比为变量,对空沙移动床换热进行数... 面向塔式太阳能热发电系统,研究空沙移动床换热器内稠密气固两相流动及换热的机理和特性,将格子Boltzmann方法(LBM)与离散单元法(DEM)结合,从介观尺度上建立LBM-DEM流动及传热模型。以不同空沙质量流量比为变量,对空沙移动床换热进行数值模拟。分析其中气相和颗粒相温度场变化,比较不同类型的传热热流量在换热过程中所占比例及变化。结果表明,床内紧密的颗粒对气相温度场影响较大,阻碍气体沿流动方向传热,在加热一段时间后,床内气体温度分布逐渐稳定,温度梯度呈对角线分布,符合空气-沙子交叉换热的典型特点。颗粒在床内不同位置的温度变化差别较大,初始阶段仅左侧颗粒被加热,在温度场稳定后,颗粒温度沿气流入射方向的梯度较大。空沙移动床内主要换热方式为对流换热,在500℃的加热温度下,对流传热热流量占比约98.50%;辐射传热热流量、导热传热热流量与空气入射速度正相关;空沙流量比与气相效能负相关,与固相效能正相关;空沙流量比与效率正相关。 展开更多
关键词 太阳能热发电 两相流 传热特性 数值模拟 移动床换热器 LBM-dem方法
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间断级配砂土潜蚀过程的DEM-CFD耦合模拟研究
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作者 王永庆 刘智 +2 位作者 熊磊 康捷 任杰 《水资源与水工程学报》 北大核心 2025年第3期175-181,共7页
潜蚀是引起堤防和大坝等水利工程破坏的重要因素之一。为了深入探究潜蚀在细观尺度上的发生与发展机理,采用离散元(DEM)与计算流体力学(CFD)耦合的方法建立了土体潜蚀细观分析模型,以探讨水力梯度和细颗粒含量对土体潜蚀的影响,并分析... 潜蚀是引起堤防和大坝等水利工程破坏的重要因素之一。为了深入探究潜蚀在细观尺度上的发生与发展机理,采用离散元(DEM)与计算流体力学(CFD)耦合的方法建立了土体潜蚀细观分析模型,以探讨水力梯度和细颗粒含量对土体潜蚀的影响,并分析细颗粒流失量、流失区域及力链数量等参数的变化规律。结果表明:潜蚀的发展过程可分为启动、发展、侵蚀和稳定4个阶段;在相同的细颗粒含量下,水力梯度越大,细颗粒流失速度越快;在相同水力梯度条件下,渗流初期细颗粒的流失速度随细颗粒含量增加而减小,但其累积流失量则随之增大;潜蚀开始时,颗粒流失首先出现在渗流出口处,随后逐渐从土体两端向中心扩展;随着样品中细颗粒的流失,颗粒体系内细颗粒接触链的数量减少,而粗颗粒接触链数量基本保持不变。 展开更多
关键词 潜蚀 dem-CFD耦合 细颗粒含量 水力梯度 堤坝
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基于填挖方的DEM地形描述误差建模及置信度评估
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作者 李书雪 成毅 +2 位作者 葛文 张金禄 曹涟帅 《测绘科学技术学报》 2025年第1期97-103,共7页
针对当前DEM误差研究广泛但度量方法的通用性及结果可靠性却难以满足实际应用需求的问题,提出一种基于填挖方分析的DEM地形描述误差模型及置信度评估方法。该方法通过回归拟合探究了地形复杂度I_(TC)、分辨率R及DEM地形描述误差E_(c)间... 针对当前DEM误差研究广泛但度量方法的通用性及结果可靠性却难以满足实际应用需求的问题,提出一种基于填挖方分析的DEM地形描述误差模型及置信度评估方法。该方法通过回归拟合探究了地形复杂度I_(TC)、分辨率R及DEM地形描述误差E_(c)间的关联,建立了DEM地形描述误差定量估算模型E_(c)=0.0138×R×I_(TC);同时以该模型的残差统计为基础,根据误差可视化方法构建残差偏移区间,得到该模型置信度区间范围。实验表明,模型精度高达93.4218%,且96%的模型计算结果在置信水平为0.05的区间内。该模型不仅为在不同地形条件下确定满足限差要求的DEM分辨率提供了依据,而且对实际应用中DEM质量进行评判和决策的可靠性问题提供了思路。 展开更多
关键词 数字地形分析 dem地形描述误差 置信度 填挖方 地形复杂度
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基于MBD-DEM的变工况条件下刮板输送机链环磨损行为研究
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作者 邵云亮 李博 +1 位作者 夏蕊 李剑 《机电工程》 北大核心 2025年第3期585-598,共14页
为了解决复杂工况下刮板输送机链环磨损问题,对不同工况下的链环磨损行为进行了研究。首先,分析了刮板输送机链环产生磨损的主要原因,简化了刮板输送机的三维模型,设置了煤颗粒的离散元模型,基于多体动力学和离散元法(MBD-DEM),建立了... 为了解决复杂工况下刮板输送机链环磨损问题,对不同工况下的链环磨损行为进行了研究。首先,分析了刮板输送机链环产生磨损的主要原因,简化了刮板输送机的三维模型,设置了煤颗粒的离散元模型,基于多体动力学和离散元法(MBD-DEM),建立了刮板输送机的刚散耦合模型;然后,设定了张紧力和负载的取值范围,分析了不同张紧力、不同负载工况下对链环磨损的影响,并根据磨损程度确定了对链环磨损影响最深的张紧力和负载;最后,根据在煤层侧和挡板侧分别设定的张紧力和负载的取值,分析了在刮板输送机两侧负载不同、刮板输送机两侧链条张紧力不同的工况下,对链环磨损的影响,再次明确了张紧力和负载的大小对链环磨损的影响。研究结果表明:煤散料卡滞对磨损量产生的影响,远大于工况变化对磨损量产生的影响;65000 N张紧力和286 kg/s负载下的磨损程度最严重;65000 N张紧力无论在挡板侧还是在煤层侧,磨损深度相差不大;140 kg/s负载下,挡板侧比煤层侧磨损程度要深。该研究结果可以为解决实际工况中链环的磨损情况提供理论依据。 展开更多
关键词 输送机械 刮板机 链环 离散元法 多体动力学 磨损深度 张紧力
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顾及地形断裂线的高保真DEM重建研究 被引量:1
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作者 夏袁菡子 周胜洁 邸国辉 《地理空间信息》 2025年第2期20-24,共5页
数字高程模型(DEM)是目前最重要的地球信息三维基础产品之一,但在植被茂盛等造成地形突变处点云密度低的情形下,生成的DEM局部误差偏大,出现不同程度的失真。针对DEM生产过程中的突变地形,基于法向量法来提取断裂线,提出了以虚拟断裂线... 数字高程模型(DEM)是目前最重要的地球信息三维基础产品之一,但在植被茂盛等造成地形突变处点云密度低的情形下,生成的DEM局部误差偏大,出现不同程度的失真。针对DEM生产过程中的突变地形,基于法向量法来提取断裂线,提出了以虚拟断裂线法或拓扑断裂线法来表达断裂线。实验分别利用克里金插值法和径向基函数法来重建DEM,通过比较LiDAR脚点缺失、虚拟断裂线少点、虚拟断裂线密集点以及拓扑断裂线法4个不同组别所产生的高程误差,得到如下结果:引入拓扑断裂线法后,克里金法生成的DEM中误差为0.14 m,比点云缺失时中误差减少0.511 m,径向基函数法生成的DEM中误差为0.13 m,比点云缺失时中误差减少0.515 m,实验效果表明在点云密度不足的情况下,拓扑断裂线法在2种插值算法中均适用。 展开更多
关键词 LIDAR 断裂线 dem 克里金插值法 径向基函数法
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Progressive fatigue damage modelling and life prediction of 3D four-directional braided composite I-beam under four-point flexure spectrum loading
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作者 Dong LI Junjiang XIONG 《Chinese Journal of Aeronautics》 2025年第3期65-84,共20页
This paper aims to experimentally and numerically probe fatigue behaviours and lifetimes of 3D4D(three-dimensional four-directional)braided composite I-beam under four-point flexure spectrum loading.New fatigue damage... This paper aims to experimentally and numerically probe fatigue behaviours and lifetimes of 3D4D(three-dimensional four-directional)braided composite I-beam under four-point flexure spectrum loading.New fatigue damage models of fibre yarn,matrix and fibre–matrix interface are proposed,and fatigue failure criteria and PFDA(Progressive Fatigue Damage Algorithm)are thus presented for meso-scale fatigue damage modelling of 3D4D braided composite I-beam.To validate the aforementioned model and algorithm,fatigue tests are conducted on the 3D4D braided composite I-beam under four-point flexure spectrum loading,and fatigue failure mechanisms are analyzed and discussed.Novel global–local FE(Finite Element)model based on the PFDA is generated for modelling progressive fatigue failure process and predicting fatigue life of 3D4D braided composite I-beam under four-point flexure spectrum loading.Good agreement has been achieved between experimental results and predictions,demonstrating the effective usage of new model.It is shown that matrix cracking and interfacial debonding initially initiates on top surface of top flange of I-beam,and then gradually propagates from the side surface of top flange to the intermediate web along the braiding angle,and considerable fiber breakage finally causes final fatigue failure of I-beam. 展开更多
关键词 Three-dimensional four-directional Braided composite I-BEAM Four-point flexure Fatigue life prediction Progressive fatigue damage Fatigue damage Finite element method
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基于SPH-DEM的水下散粒体滑坡涌浪机理研究
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作者 高景芝 陈丁 姚学昊 《河南科学》 2025年第3期356-365,共10页
精准预测滑坡体的运动和自由表面波浪的生成是水下滑坡研究的关键。本文结合光滑粒子流体动力学(SPH)与离散单元法(DEM)各自的优势,并考虑水体在散粒体滑坡中的渗透作用,建立了适用于分析水下散粒体滑坡涌浪问题的SPH-DEM耦合模型。通过... 精准预测滑坡体的运动和自由表面波浪的生成是水下滑坡研究的关键。本文结合光滑粒子流体动力学(SPH)与离散单元法(DEM)各自的优势,并考虑水体在散粒体滑坡中的渗透作用,建立了适用于分析水下散粒体滑坡涌浪问题的SPH-DEM耦合模型。通过U型管多孔介质渗透算例,进一步验证了模型所计算的渗透力的准确性,证明了SPH-DEM耦合模型在模拟土-水耦合问题上的可行性和有效性。对水下可变形滑坡问题进行模拟计算,阐述了水下散粒体滑坡的渗透机制,并系统研究了渗透系数对散粒体滑坡变形和波浪形态的影响,发现随着渗透系数的增加,散粒体滑坡变形程度与最大首浪浪高均呈对数变化。进一步考虑不同土体质量与渗透系数对散粒体滑坡形态以及涌浪高度的影响,得到散粒体滑坡变形的拟合公式。 展开更多
关键词 水下滑坡涌浪 土-水耦合 光滑粒子流体动力学 离散元 渗透系数
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Damage mechanism of gamma-irradiated repurposed pultruded glass fibre polyester composite subjected to low-velocity impact using nondestructive techniques
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作者 Muhammad Imran Najeeb Muhammad Amir Siti Madiha +4 位作者 Agusril Syamsir Mohd Supian Abu Bakar Sapizah Rahim Asyraf Arif Abu Bakar Tabrej Khan 《Defence Technology(防务技术)》 2025年第5期139-151,共13页
Investigating the influence of radiation on glass fibre composites is essential for their use in space and aerospace environment.Gaining insight into the damage mechanisms caused by gamma irradiation,can improve the s... Investigating the influence of radiation on glass fibre composites is essential for their use in space and aerospace environment.Gaining insight into the damage mechanisms caused by gamma irradiation,can improve the safety and resilience of structures.This paper is aimed at investigating the failure mode and damage of gamma-irradiated repurposed pultruded glass fibre-reinforced polyester subjected to lowvelocity impact using three types of non-destructive techniques.Three sets of differently layered configurations(CRC,WCRW,W2CR2C)consisting of chopped(c),roving(r),and weaved(w)fibre-reinforced polyester are applied in this study.Drop hammer test is applied to evaluate the low-impact resistance properties of Gamma-irradiated composite at 100 kGy,500 kGy,and 1000 kGy.Preliminary flexural and hardness tests are conducted to further assess the behaviour of irradiated polymer composites.Further,the damage modes associated with the low-impact test are characterised using infrared thermography,flat panel digital radiography,and microscope observation.The results show that the composites irradiated with various doses display good impact resistance at 20 J,presenting minor damages in the form of dents on the surface.The irradiated CRC and WCRW display best impact resistance at 500 kGy,while W2CR2C at 1000 kGy.This shows that the layering sequence of reinforcement fibre can influence the impact resistance of irradiated composites.Apart from that,the application of non-destructive techniques show different damage mechanisms in the form resin cracks,yarn splitting/fracture,and matrix splitting when the composites are exposed at high and low irradiation doses.These findings offer valuable data for the defence industry,particularly in the areas of repair,maintenance,and the development of new materials. 展开更多
关键词 damage mechanism Low-velocity impact Gamma irradiation Non-destructive methods Composite failure analysis ENERGY
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An energy-based method for uniaxially compressed rocks and its implication
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作者 Yong Luo Jiancheng Huang +2 位作者 Xuefeng Si Feng Lin Wuxing Wu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1429-1444,共16页
To obtain the precise calculation method for the peak energy density and energy evolution properties of rocks subjected to uniaxial compression(UC)before the post-peak stage,particularly at s0.9sc(s denotes stress and... To obtain the precise calculation method for the peak energy density and energy evolution properties of rocks subjected to uniaxial compression(UC)before the post-peak stage,particularly at s0.9sc(s denotes stress and sc is the peak strength),extensive UC and uniaxial graded cyclical loading-unloading(GCLU)tests were performed on four rock types.In the GCLU tests,four unloading stress levels were designated when σ<0.9σc and six unloading stress levels were designated forσ≥0.9σc.The variations in the elastic energy density(ue),dissipative energy density(ud),and energy storage efficiency(C)for the four rock types under GCLU tests were analyzed.Based on the variation of ue whenσ≥0:9σc,a method for calculating the peak energy density was proposed.The energy evolution in rock under UC condition before the post-peak stage was examined.The relationship between C0.9(C atσ≥0:9σc)and mechanical behavior of rocks was explored,and the damage evolution of rock was analyzed in view of energy.Compared with that of the three existing methods,the accuracy of the calculation method of peak energy density proposed in this study is higher.These findings could provide a theoretical foundation for more accurately revealing the failure behavior of rock from an energy perspective. 展开更多
关键词 Calculation method of peak energy density Energy evolution Energy storage efficiency damage threshold
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