期刊文献+
共找到687篇文章
< 1 2 35 >
每页显示 20 50 100
Prediction of shear bands in sand based on granular flow model and two-phase equilibrium
1
作者 张义同 齐德瑄 +1 位作者 杜如虚 任述光 《Journal of Central South University》 SCIE EI CAS 2008年第S1期316-321,共6页
In contrast to the traditional interpretation of shear bands in sand as a bifurcation problem in continuum mechanics,shear bands in sand are considered as high-strain phase(plastic phase) of sand and the materials out... In contrast to the traditional interpretation of shear bands in sand as a bifurcation problem in continuum mechanics,shear bands in sand are considered as high-strain phase(plastic phase) of sand and the materials outside the bands are still in low-strain phase(elastic phase),namely,the two phases of sand can coexist under certain condition.As a one-dimensional example,the results show that,for materials with strain-softening behavior,the two-phase solution is a stable branch of solutions,but the method to find two-phase solutions is very different from the one for bifurcation analysis.The theory of multi-phase equilibrium and the slow plastic flow model are applied to predict the formation and patterns of shear bands in sand specimens,discontinuity of deformation gradient and stress across interfaces between shear bands and other regions is considered,the continuity of displacements and traction across interfaces is imposed,and the Maxwell relation is satisfied.The governing equations are deduced.The critical stress for the formation of a shear band,both the stresses and strains inside the band and outside the band,and the inclination angle of the band can all be predicted.The predicted results are consistent with experimental measurements. 展开更多
关键词 strain localization locally-deformed BANDS shear BANDS TWO-PHASE equilibrium granular model of SAND
在线阅读 下载PDF
Mathematical Model for the Drying Process of Granular Materials in a Fluidized Bed 被引量:1
2
作者 Xiulan Huai, Li Wang, Zhiyun Qu ( Mechanical Engineering School, University of Science and Technology Beijing, Beijing 100083, China Chemical Industry Research Institute of Shanxi, Taiyuan 030031, China) 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2000年第4期296-300,共5页
The experiment of granular materials, barley, drying in a fluidized bed was carried out to investigate the influence of the factors, inlet air temperature, air moisture, bed height and original moisture content of th... The experiment of granular materials, barley, drying in a fluidized bed was carried out to investigate the influence of the factors, inlet air temperature, air moisture, bed height and original moisture content of the dried materials on drying process. Based on the experimental data, a corresponding mathematical model is presented. As a conclusion, a higher inlet air temperature and a reasonable bed height should be used so as to increase the dring rate and to improve the product quality. 展开更多
关键词 FLUIDIZATION granular materials drying experimental investigation mathematical model Information
在线阅读 下载PDF
Modeling liquefaction of water saturated granular material under undrained cyclic shearing
3
作者 JuhuaZhang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2005年第2期169-175,共7页
The tendency of particles in a water-saturated granular mass to re-arrange into a denser state during cyclic shearing under pressure results in an increase in pore water pressure. The increase in the pore water pressu... The tendency of particles in a water-saturated granular mass to re-arrange into a denser state during cyclic shearing under pressure results in an increase in pore water pressure. The increase in the pore water pressure causes a reduction in the inner particle contact forces, and in turn easier re-arrangement of the particles. Eventually, the material loses its shear strength, partially or almost completely. In this paper, a general three-dimensional continuum mechanics model is presented for the deformation of granular materials. A physically based model is also presented for characterization of liquefaction of the water saturated granular material under undrained cyclic shearing. The model incorporates the fabric of the granular mass, which develops as the frictional granular mass is deformed in shear. It includes the coupling between shearing and excess pore water pressure. The model parameters are estimated, based on the results of cyclic shearing experiments on large hollow cylindrical samples of silica sand. Basically, the calculation results utilizing this model can embody liquefaction phenomena of the water saturated granular material under undrained cyclic shearing. 展开更多
关键词 granular materials LIQUEFACTION Physical model Constitutive relation
在线阅读 下载PDF
Investigations on pullout behavior of geogrid-granular trench using CANAsand constitutive model
4
作者 Ali Noorzad Ehsan Badakhshan 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2017年第4期726-740,共15页
Experimental and numerical investigations have been carried out on behavior of pullout resistance of embedded circular plate with and without geogrid reinforcement layers in stabilized loose and dense sands using a gr... Experimental and numerical investigations have been carried out on behavior of pullout resistance of embedded circular plate with and without geogrid reinforcement layers in stabilized loose and dense sands using a granular trench.Different parameters have been considered,such as the number of geogrid layers,embedment depth ratio,relative density of soil and height ratio of granular trench.Results showed that,without granular trench,the single layer of geogrid was more effective in enhancing the pullout capacity compared to the multilayer of geogrid reinforcement.Also,increasing the soil density and embedment depth ratio led to an increase in the uplift capacity.When soil was improved with the granular trench,the uplift force significantly increased.The granular trench improved the uplift load in dense sand more,as compared to the same symmetrical plate embedded in loose sand.Although it was observed that,in geogrid-reinforced granular trench condition,the ultimate pullout resistance at failure increased as the number of geogrid layers increased up to the third layer,and the fifth layer had a negligible effect in comparison with the third layer of reinforcement.Finite element analyses with hardening soil model for sand and CANAsand constitutive model for granular trench were conducted to investigate the failure mechanism and the associated rupture surfaces utilized.The response of granular material in the proposed model is an elastoplastic constitutive model derived from the CANAsand model,which uses a non-associated flow rule along with the concept of the state boundary surface possessing a critical and a compact state.It was observed that the granular trench might change the failure mechanism from deep plate to shallow plate as the failure surface can extend to the ground surface.The ultimate uplift capacity of anchor and the variation of surface deformation indicated a close agreement between the experiment and numerical model. 展开更多
关键词 ANCHOR Pullout test GEOGRID granular trench CANAsand constitutive model
在线阅读 下载PDF
Modeling for critical state line of granular soil with evolution of grain size distribution due to particle breakage
5
作者 Ching S.Chang Yibing Deng 《Geoscience Frontiers》 SCIE CAS CSCD 2020年第2期473-486,共14页
Determination of the critical state line(CSL)is important to characterize engineering properties of granular soils.Grain size distribution(GSD)has a significant influence on the location of CSL.The influence of partic... Determination of the critical state line(CSL)is important to characterize engineering properties of granular soils.Grain size distribution(GSD)has a significant influence on the location of CSL.The influence of particle breakage on the CSL is mainly attributed to the change in GSD due to particle breakage.However,GSD has not been properly considered in modeling the CSL with influence of particle breakage.This study aims to propose a quantitative model to determine the CSL considering the effect of GSD.We hypothesize that the change of critical state void ratio with respect to GSD is caused by the same mechanism that influences of the change of minimum void ratio with respect to GSD.Consequently,the particle packing model for minimum void ratio proposed by Chang et al.(2017)is extended to predict critical state void ratio.The developed model is validated by experimental results of CSLs for several types of granular materials.Then the evolution of GSD due to particle breakage is incorporated into the model.The model is further evaluated using the experimental results on rockfill material,which illustrates the applicability of the model in predicting CSL for granular material with particle breakage. 展开更多
关键词 Critical state void ratio Particle breakage Grain size distribution Particle packing model granular material
在线阅读 下载PDF
Modeling of Work of Filling Granular Filter with Active Cooling
6
作者 Alexander D. Rychkov 《Smart Grid and Renewable Energy》 2010年第1期25-31,共7页
The solid propellant gas generators having high gas capacity are widely used for fast pressurization of elastic shells of saving devices of different applications. A typical example of such devices are safety system o... The solid propellant gas generators having high gas capacity are widely used for fast pressurization of elastic shells of saving devices of different applications. A typical example of such devices are safety system of automobile (airbags). After collision of an automobile with an obstacle the combustion products of gas generator fill the shell during 60 – 100 milliseconds. However the temperature of combustion products even of “low-temperature” fuel compositions of gas generators appears not below 1500К and to reduce of its it is necessary to apply a various types of porous and filling granular filters. There are passive and active granular filters. The passive filter can cool of combustion products as a result of absorption of heat only. The active cooling is evaporation of the granule material and in this case takes a place more intensive cooling of combustion products in the filter. The numerical modeling of cooling process of high- temperature combustion products at their movement in bulk of granular filter of active cooling is investigated. As the material of granules was used the carbonate of magnesium. At its heating takes a place process of gasification and formation of a porous slag shell which sublimates at higher temperature. The physical model of such spherical granule can be presented as the central part consisting of the carbonate magnesium surrounded with the porous slag spherical shell through which gaseous products of gasification of the central part are filtered. The problem of distribution of heat in each granule is Stefan problem when at the given temperature on the surface of sphere there is the front of gasification moving inside of the bulk of material. It is assumed that combustion products are the perfect gas moving in the filter. The upwind difference scheme of the second order of the accuracy with TVD properties was applied to calculation of the movement of gas. The results of calculations at various values of key parameters of the active and passive filters allow to draw a conclusion about enough high efficiency of active cooling filters. 展开更多
关键词 MATHEMATICAL modeling granular FILTERS Heat-and-Mass TRANSFER
暂未订购
Discrete element modelling approach to assessment of granular properties in concrete
7
作者 Piet STROEVEN Huan HE Martijn STROEVEN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2011年第5期335-344,共10页
This paper presents the technological relevance of a concurrent algorithm-based discrete element modelling (DEM) system, HADES. This new system is the successor of SPACE that is limited to spherical grains only. It ca... This paper presents the technological relevance of a concurrent algorithm-based discrete element modelling (DEM) system, HADES. This new system is the successor of SPACE that is limited to spherical grains only. It can realistically simulate the packing of arbitrary-shaped particles up to the fully compacted state. Generation of families of such particles, i.e., generally representing aggregate of fluvial origin and crushed rock, respectively, and the forming way of particulate structure are described. Similarly shaped particles are proposed for simulation of cement paste because of conformity with experimental results obtained by the X-ray tomography method. Technologically relevant territories inside and outside concrete technology are presently explored in this efficient, reliable, and economic way. Some results obtained by this DEM approach are presented. 展开更多
关键词 Cementitious materials granular properties Concurrent algorithm Discrete element modelling (DEM) SHAPE PARTICLES
原文传递
Two Classes of Models of Granular Computing 被引量:1
8
作者 Daowu Pei 《南昌工程学院学报》 CAS 2006年第2期52-55,共4页
This paper reviews a class of important models of granular computing which are induced by equivalence relations,or by general binary relations,or by neighborhood systems,and propose a class of models of granular compu... This paper reviews a class of important models of granular computing which are induced by equivalence relations,or by general binary relations,or by neighborhood systems,and propose a class of models of granular computing which are induced by coverings of the given universe. 展开更多
关键词 granular computing GRANULE rough set theory relation based model covering based model
在线阅读 下载PDF
A simulation based on the cosserat continuum model of the vortex structure in granular materials
9
作者 Cun Yu Xihua Chu Yuanjie Xu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2015年第2期182-186,共5页
Displacement fluctuation is the difference between the real displacement and the affine displacement in deforming granular materials. The discrete element method (DEM) is widely used along with experimental approach... Displacement fluctuation is the difference between the real displacement and the affine displacement in deforming granular materials. The discrete element method (DEM) is widely used along with experimental approaches to investigate whether the displacement fluctuation represents the vortex structure. Current research suggests that the vortex structure is caused by the cooperative motion of particle groups on meso-scales, which results in strain localization in granular materials. In this brief article, we investigate the vortex structure using the finite element method (FEM) based on the Cosserat cor[tinuum model. The numerical example focuses on the relationship between the vortex structure and the shear bands under two conditions: (a) uniform granular materials; (b) granular materials with inclusions. When compared with distributions of the effective strain and the vortex structure, we find that the vortex structure coexists with the strain localization and originates from the stiffness cooperation of different locations in granular materials at the macro level. 展开更多
关键词 granular materials vortex structure strain localization Cosserat continuum model
原文传递
Identical full-scale biogas-lift reactors(BLRs) with anaerobic granular sludge and residual activated sludge for brewery wastewater treatment and kinetic modeling 被引量:2
10
作者 Fu Xu Zhenxing Huang +3 位作者 Hengfeng Miao Hongyan Ren Mingxing Zhao Wenquan Ruan 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2013年第10期2031-2040,共10页
Two identical full-scale biogas-lift reactors treating brewery wastewater were inoculated with different types of sludge to compare their operational conditions, sludge characteristics, and kinetic models at a mesophi... Two identical full-scale biogas-lift reactors treating brewery wastewater were inoculated with different types of sludge to compare their operational conditions, sludge characteristics, and kinetic models at a mesophilic temperature. One reactor (R1) started up with anaerobic granular sludge in 12 weeks and obtained a continuously average organic loading rate (OLR) of 7.4 kg chemical oxygen demand (COD)/(m3.day), COD removal efficiency of 80%, and effluent COD of 450 mg/L. The other reactor (R2) started up with residual activated sludge in 30 weeks and granulation accomplished when the reactor reached an average OLR of 8.3 kg COD/(m^3·day), COD removal efficiency of 90%, and effluent COD of 240 mg/L. Differences in sludge characteristics,biogas compositions, and biogas- lift processes may be accounted for the superior efficiency of the treatment performance of R2 over R1. Grau second-order and modified StoverKincannon models based on influent and effluent concentrations as well as hydraulic retention time were successfully used to develop kinetic parameters of the experimental data with high correlation coefficients (R2 〉 0.95), which further showed that R2 had higher treatment performance than R1. These results demonstrated that residual activated sludge could be used effectively instead of anaerobic granular sludge despite the need for a longer time. 展开更多
关键词 anaerobic granular sludge residual activated sludge biogas-lift reactor brewery wastewater kinetic modeling
原文传递
Solid Boundary as Energy Source and Sink in a Dry Granular Dense Flow: A Comparison between Two Turbulent Closure Models
11
作者 Chung Fang 《Engineering(科研)》 2014年第13期960-972,共13页
Solid boundary as energy source and sink of the turbulent kinetic energy of the grains, and its influence on the mean and turbulent features of a dry granular dense flow, are investigated by using the proposed zero- a... Solid boundary as energy source and sink of the turbulent kinetic energy of the grains, and its influence on the mean and turbulent features of a dry granular dense flow, are investigated by using the proposed zero- and first-order turbulent closure models. The first and second laws of thermodynamics are used to derive the equilibrium closure relations, with the dynamic responses postulated by a quasi-static theory for weak turbulent intensity. Two closure models are applied to analyses of a gravity-driven flow down an inclined moving plane. While the calculated mean porosity and velocity correspond to the experimental outcomes, the influence of the turbulent eddy evolution can be taken into account in the first-order model. Increasing velocity slip on the inclined plane tends to enhance the turbulent dissipation nearby, and the turbulent kinetic energy near the free surface. The turbulent dissipation demonstrates a similarity with that of Newtonian fluids in turbulent boundary layer flows. While two-fold roles of the solid boundary are apparent in the first-order model, its role as an energy sink is more obvious in the zero-order model. 展开更多
关键词 DRY granular DENSE FLOW Gravity FLOW TURBULENT CLOSURE model Velocity Slip
在线阅读 下载PDF
基于时空多粒度兴趣建模的学习资源推荐方法
12
作者 朱海萍 王子瑜 +3 位作者 赵成成 陈妍 刘均 田锋 《计算机研究与发展》 北大核心 2025年第8期1884-1901,共18页
个性化学习资源推荐以提取学习者兴趣为基础,为学习者推荐感兴趣的学习资源.然而,学习者的兴趣不仅受知识点、学习资源、课程等因素影响导致其兴趣难表征,而且其会随时间推移动态变化使得学习兴趣模式难捕获.针对此,提出基于时空多粒度... 个性化学习资源推荐以提取学习者兴趣为基础,为学习者推荐感兴趣的学习资源.然而,学习者的兴趣不仅受知识点、学习资源、课程等因素影响导致其兴趣难表征,而且其会随时间推移动态变化使得学习兴趣模式难捕获.针对此,提出基于时空多粒度兴趣建模的学习资源推荐方法,其特点在于:设计并实现了一种融合学习空间和时间维度的学习兴趣表征学习架构,其中,首先提出基于异构图的学习空间及其多粒度兴趣表征,即用节点表示知识点、学习资源、课程、教师和学校等实体,边表示实体间关系,用此异构图表示学习空间,再通过图神经网络表征学习节点嵌入来表达节点上的多粒度兴趣;然后提出时间维度多粒度兴趣模式表征方法,即结合时间、学习空间和课程偏好等多维度,切分学习者历史行为序列,用于挖掘学习者近期课程内、中期跨课程和长期跨课程等不同粒度的兴趣模式,并设计多粒度兴趣自监督任务,破解时空多粒度兴趣缺少监督信号问题;最后,提出多粒度兴趣自适应融合层,将多粒度兴趣表征和兴趣模式融合,获得最终的学习者兴趣,经预测层为学习者推荐感兴趣的学习资源.实验结果表明,在MOOCCube数据集上,所提算法较最优对比算法HinCRec,在Recall@20和NDCG@20指标上分别提升了3.13%,7.45%;在MOOPer数据集上,所提算法较最优对比算法HinCRec在Recall@20和NDCG@20指标上分别提升了4.87%,7.03%. 展开更多
关键词 推荐系统 学习资源推荐 多粒度兴趣建模 图神经网络 序列建模
在线阅读 下载PDF
钢筋混凝土锈蚀损伤软接触模型的非线性超声导波识别
13
作者 阎石 王雪南 《应用声学》 北大核心 2025年第3期734-743,共10页
将软接触模型结合超声导波检测技术,可解决钢筋混凝土结构锈蚀早期识别难的问题。然而,目前缺少以层状锈蚀为基础的软接触模型及相关参数的确定方法与实验证明。该文将钢筋的锈胀问题简化为一个均匀的层状平面模型,并确立了整个锈胀过... 将软接触模型结合超声导波检测技术,可解决钢筋混凝土结构锈蚀早期识别难的问题。然而,目前缺少以层状锈蚀为基础的软接触模型及相关参数的确定方法与实验证明。该文将钢筋的锈胀问题简化为一个均匀的层状平面模型,并确立了整个锈胀过程中层表面接触压力与刚度;使用颗粒接触模型建立了锈蚀程度和超声导波非线性部分之间的关系;在数值分析时将锈蚀接触问题简化为一个软接触模型,并通过对比分析得到软接触中各参数和锈蚀程度之间的关系;通过理论分析与有限元计算及实验验证的方法证明了所提出方法的有效性。在软接触模型得到的结果中,超声导波的非线性系数变化趋势和理论计算及实验结果一致。通过理论计算推导出二阶非线性系数和接触力之间的关系,得到一种基于非线性超声导波的钢筋混凝土早期锈蚀识别方法,该方法对基于软接触模型的钢筋混凝土结构锈蚀损伤的识别是有效的。 展开更多
关键词 钢筋锈蚀识别 非线性超声导波 层状结构 软接触模型 钢筋混凝土结构 颗粒链接触模型
在线阅读 下载PDF
不同偏应力下粒径对颗粒材料蠕变状态的影响
14
作者 李涛 舒佳军 +5 位作者 李越 万利岷 伍冰妮 邓正定 黄晶柱 Ruben Galindo 《华南理工大学学报(自然科学版)》 北大核心 2025年第10期74-85,共12页
作为典型的非连续介质,离散颗粒材料的蠕变行为对滑坡、泥石流等地质灾害的形成与演化具有重要影响。然而,关于颗粒粒径与偏应力之间的交互作用机制及其对蠕变行为影响的系统研究仍显不足。为揭示颗粒粒径与偏应力对蠕变行为的耦合作用... 作为典型的非连续介质,离散颗粒材料的蠕变行为对滑坡、泥石流等地质灾害的形成与演化具有重要影响。然而,关于颗粒粒径与偏应力之间的交互作用机制及其对蠕变行为影响的系统研究仍显不足。为揭示颗粒粒径与偏应力对蠕变行为的耦合作用机制,该研究开展了多工况下二氧化硅圆珠颗粒的室内蠕变试验,系统分析了不同粒径与偏应力对颗粒材料蠕变特性的影响规律。基于Derec蠕变模型并结合试验结果,构建了颗粒材料蠕变状态的定量化计算模型,阐明了粒径对系统蠕变参数的调控机制。结果表明,颗粒系统的蠕变行为本质上是颗粒内部变形与其抵抗变形能力之间动态平衡的体现。蠕变参数通过调控颗粒间滑移与爬行行为,对系统的蠕变特性产生显著影响。具体表现为,随着颗粒粒径的增大,系统的蠕变值显著提高,更易进入类液态的流动状态,同时系统的抗变形能力减弱,并表现出对偏应力更高的敏感性。同时发现,颗粒粒径的增大不仅显著提升了颗粒体系的流动性,还增强了其对偏应力变化的敏感性。较大粒径颗粒在高偏应力条件下的响应更为显著,颗粒材料的流动特性亦更易受到粒径变化的影响。这种影响表现为颗粒粒径与系统初始状态参数及特征应变呈正相关关系,而与粘滞系数、临界蠕变速度和临界蠕变应力呈负相关关系。 展开更多
关键词 粒径 颗粒材料 蠕变 状态演化 Derec模型
在线阅读 下载PDF
Neural network-based model for prediction of permanent deformation of unbound granular materials 被引量:1
15
作者 Ali Alnedawi Riyadh Al-Ameri Kali Prasad Nepal 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2019年第6期1231-1242,共12页
Several available mechanistic-empirical pavement design methods fail to include predictive model for permanent deformation(PD)of unbound granular materials(UGMs),which make these methods more conservative.In addition,... Several available mechanistic-empirical pavement design methods fail to include predictive model for permanent deformation(PD)of unbound granular materials(UGMs),which make these methods more conservative.In addition,there are limited regression models capable of predicting the PD under multistress levels,and these models have regression limitations and generally fail to cover the complexity of UGM behaviour.Recent researches are focused on using new methods of computational intelligence systems to address the problems,such as artificial neural network(ANN).In this context,we aim to develop an artificial neural model to predict the PD of UGMs exposed to repeated loads.Extensive repeated load triaxial tests(RLTTs)were conducted on base and subbase materials locally available in Victoria,Australia to investigate the PD properties of the tested materials and to prepare the database of the neural networks.Specimens were prepared over different moisture contents and gradations to cover a wide testing matrix.The ANN model consists of one input layer with five neurons,one hidden layer with twelve neurons,and one output layer with one neuron.The five inputs were the number of load cycles,deviatoric stress,moisture content,coefficient of uniformity,and coefficient of curvature.The sensitivity analysis showed that the most important indicator that impacts PD is the number of load cycles with influence factor of 41%.It shows that the ANN method is rapid and efficient to predict the PD,which could be implemented in the Austroads pavement design method. 展开更多
关键词 Flexible PAVEMENT design Unbound granular materials PERMANENT deformation (PD) Repeated load TRIAXIAL test (RLTT) PREDICTION models Artificial neural network (ANN)
在线阅读 下载PDF
平房仓粮堆埋人事故人体受力仿真分析
16
作者 崔鹏程 何晓伟 +3 位作者 陈鑫 张涛 张晋宁 佟瑞鹏 《中国安全科学学报》 北大核心 2025年第7期151-158,共8页
为预防平房仓粮堆埋人事故的发生,保护作业人员生命安全,采用工程离散元法(EDEM)仿真模拟人体压力分布。首先,选取软球颗粒模型和基础颗粒接触模型Hertz-Mindlin(元滑动)构建小麦、玉米和稻谷籽粒模型,并耦合多体动力学与EDEM软件构建... 为预防平房仓粮堆埋人事故的发生,保护作业人员生命安全,采用工程离散元法(EDEM)仿真模拟人体压力分布。首先,选取软球颗粒模型和基础颗粒接触模型Hertz-Mindlin(元滑动)构建小麦、玉米和稻谷籽粒模型,并耦合多体动力学与EDEM软件构建人体多部位受力模型;其次,综合事故发生场景和计算量等因素构建事故区域模型,设定模拟参数;最后,完成颗粒运动过程模拟和人体表面压力分析,并开发粮堆埋人事故的人体受力分布测量装置。结果表明:不同粮种作业人员被埋的时间略有差异,由小到大依次为小麦<玉米<稻谷;人体表面压力最大值可达1.4×10^(6) Pa,各部位表面最大压力波动剧烈;小麦仓加权求和最大压力平均值为9864 Pa,玉米仓为8255 Pa,稻谷仓为7283 Pa。压力分布数据可为事故预防和安全培训提供参考,也为防护装置的研发提供思路。 展开更多
关键词 平房仓 粮堆埋人事故 人体受力 离散元法(DEM) 颗粒模型
原文传递
面向区块链漏洞知识库的大模型增强知识图谱问答模型
17
作者 解飞 宋建华 +2 位作者 姜丽 张龑 何帅 《现代电子技术》 北大核心 2025年第2期137-142,共6页
大语言模型(LLM)在专业领域特别是区块链漏洞领域应用时存在局限性,如专业术语噪声干扰和细粒度信息过重导致理解不足。为此,构建一种面向区块链漏洞知识库的增强型知识图谱问答模型(LMBK_KG)。通过整合大模型和知识图谱来增强知识表示... 大语言模型(LLM)在专业领域特别是区块链漏洞领域应用时存在局限性,如专业术语噪声干扰和细粒度信息过重导致理解不足。为此,构建一种面向区块链漏洞知识库的增强型知识图谱问答模型(LMBK_KG)。通过整合大模型和知识图谱来增强知识表示和理解能力,同时利用多粒度语义信息进行专业问题的过滤和精准匹配。研究方法包括使用集成的多粒度语义信息和知识图谱来过滤专业术语噪声,以及采用大模型生成的回答与专业知识图谱进行结构化匹配和验证,以提高模型的鲁棒性和安全性。实验结果表明,所提出的模型在区块链漏洞领域问答的准确率比单独使用大模型提高26%。 展开更多
关键词 大语言模型 知识图谱 问答模型 多粒度语义信息 区块链 漏洞信息 文本表征
在线阅读 下载PDF
低应力水平下颗粒土的边界面本构模型
18
作者 李书兆 孙国栋 +1 位作者 张安 王栋 《地球科学与环境学报》 北大核心 2025年第1期47-55,共9页
低应力条件下土体的力学行为因颗粒嵌锁效应显著增强,表现出更高的摩擦角和剪胀性,工程设计中忽视这些特性可能导致不准确分析甚至引发地质灾害。在SANISAND-04边界面模型基础上进行扩展,通过引入颗粒间嵌锁强度参数,对模型的屈服面、... 低应力条件下土体的力学行为因颗粒嵌锁效应显著增强,表现出更高的摩擦角和剪胀性,工程设计中忽视这些特性可能导致不准确分析甚至引发地质灾害。在SANISAND-04边界面模型基础上进行扩展,通过引入颗粒间嵌锁强度参数,对模型的屈服面、临界状态面、边界面和剪胀面进行了改进,提出了SANISAND-L模型,并采用两种不同嵌锁强度的颗粒土三轴剪切试验结果对该模型进行了验证。结果表明:改进后的SANISAND-L模型只增加了一个模型参数,不仅能准确反映低应力水平下颗粒土的峰值和临界状态内摩擦角的提升,同时也能在较高应力水平下保持适用性;该模型参数能通过低应力条件下的临界状态强度数据直接拟合获得;对模型进行验证发现其显示出较好的预测能力;在2 kPa有效围压下,该模型对Toyoura砂土峰值内摩擦角的预测相对误差低于2%,显著优于未考虑嵌锁效应的SANISAND-04模型(后者相对误差超过25%)。该模型结构简洁、参数标定方便,可在SANISAND-04模型的代码基础上直接修改实现,有助于更加精准地进行浅基础承载力、海底管道铺设等浅部土层工程问题的有限元模拟。 展开更多
关键词 本构模型 颗粒土 理论建模 低应力水平 边界面 嵌锁强度 临界状态
在线阅读 下载PDF
气象大模型计算资源评估技术方法 被引量:1
19
作者 石宜衡 王琦祎 +4 位作者 孙婧 赵春燕 邓帅 吴鹏 姚旺 《数据与计算发展前沿(中英文)》 2025年第4期182-195,共14页
【目的】近年来,气象大模型在天气预报领域内展现出超越传统数值方法的潜力。然而,其规模化训练和部署面临严峻的计算资源挑战。现有资源评估方法主要针对自然语言处理(NLP)领域的大模型,难以适应气象任务的动态计算需求(如时空多维特性... 【目的】近年来,气象大模型在天气预报领域内展现出超越传统数值方法的潜力。然而,其规模化训练和部署面临严峻的计算资源挑战。现有资源评估方法主要针对自然语言处理(NLP)领域的大模型,难以适应气象任务的动态计算需求(如时空多维特性)以及气象模型架构的独特性,导致资源利用率低下和算力成本高昂。为此,本研究旨在构建一个的气象大模型计算资源评估框架,通过量化模型的参数量、计算量、显存占用与通信开销,为硬件配置与资源分配提供理论依据,以降低计算成本,并确保气象大模型的高效稳定研发运行。【方法】提出多粒度计算资源联合评估框架(Multi-Granularity Computing Resource Joint Evaluation Framework,MGCRJEF),这个框架通过分模块建立参数量计算模型、时空感知FLOPs评估模型、显存占用模型及分布式通信分析模型,并结合气象数据的时空异质性特征,全面评估气象大模型对硬件资源的核心需求。【结果】以基于Swin-Transformer架构的盘古气象大模型(Pangu-Weather)为案例进行分析。该框架揭示了该模型的资源需求特点,例如在高分辨率输入时显存占用增加,在多节点训练中通信开销成为性能瓶颈,这些发现为资源优化提供了实践指导。此外,该框架计算的资源需求与实际的资源消耗基本一致,验证了该框架的合理性和有效性。【结论】MGCRJEF框架为气象大模型的资源需求评估提供了标准化方法,支持智算硬件环境下的资源规划,为气象领域的模型部署和硬件优化提供了理论依据和实践参考。 展开更多
关键词 气象大模型 多粒度计算资源评估 资源优化 智能计算
在线阅读 下载PDF
砾石颗粒介质消波机理的三维细观模拟研究
20
作者 原奇 王震 +1 位作者 张雪梅 谢兴博 《兵器装备工程学报》 北大核心 2025年第6期172-180,共9页
为研究颗粒介质在冲击爆炸等强动载作用下的消波性能和机理,建立了三维细观砾石颗粒介质模型,将系统视为两相介质,并考虑了空气对冲击波衰减的影响。提出的重力与振动相结合的堆积密实算法可以实现对孔隙度的精确控制。开展了砾石颗粒... 为研究颗粒介质在冲击爆炸等强动载作用下的消波性能和机理,建立了三维细观砾石颗粒介质模型,将系统视为两相介质,并考虑了空气对冲击波衰减的影响。提出的重力与振动相结合的堆积密实算法可以实现对孔隙度的精确控制。开展了砾石颗粒介质在冲击载荷作用下的模拟,细致分析了地冲击传播的现象和衰减机制,结果表明:冲击波作用砾石颗粒时,颗粒与冲击波接触面会产生瞬时高压,颗粒与冲击波之间的相互作用改变了冲击波的传播路径,比例爆距为2.4785时,冲击波的超压峰值几乎降至0 MPa;小孔扩散改变了冲击波的密度状态,延长了冲击波在颗粒介质中的传播时间,并衰减了冲击波的峰值。进一步研究了宏观形态(孔隙率、砾石层厚度)和细观形态(颗粒大小)对砾石颗粒介质波消除性能的影响,发现从冲击波的传播规律来看,介质孔隙率和颗粒大小对地冲击波的传播规律影响较大,特别地,孔隙度由0.3增加到0.4,消波率降低了37.38%。 展开更多
关键词 冲击波 细观模型 颗粒介质 孔隙度 衰减机制
在线阅读 下载PDF
上一页 1 2 35 下一页 到第
使用帮助 返回顶部