首页|基于Voronoi图的精细化PFC数值计算方法与应用

基于Voronoi图的精细化PFC数值计算方法与应用

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由于岩石细观结构决定宏观力学行为,离散元计算结果的准确性取决于数值模型对岩石复杂细观结构的表征程度.为提高离散元数值计算在采矿工程中的适用性,基于Voronoi图提出一种精细化PFC数值计算方法.Voronoi图剖分空间形成的凸多面体具有随机性和多样性,与岩石细观结构具有自相似性;将Voronoi图中点、线、面、体的编号与坐标数据导入PFC,借助PFC内嵌Fish语言将其转化为PFC可识别几何体,基于Voronoi单元提出2种不规则颗粒模型构建方法(VCPM和VBPM),分别模拟完整岩石和破碎岩石;采用Monte-Carlo方法生成服从 Weibull分布的伪随机数,表征岩石细观力学参数,实现岩石非均质性模拟,将不规则颗粒周围接触数目定义为Coordination Number(CN),颗粒体积和颗粒CN分别服从 Weibull分布和正态分布,实现岩石细观结构复杂性模拟;VCPM模型可准确模拟完整岩石在单轴和三轴抗压条件下的强度特征及峰前硬化、峰后软化、体积剪胀等行为,模拟所得岩石单轴抗压强度221 MPa,弹性模量64 GPa,内聚力和内摩擦角分别为34 MPa和55°,与实验数据具有较高的一致性;高内摩擦角表明VCPM模型内不规则颗粒间的剪切闭锁效应增强,且模拟结果可反映岩石破坏模式随围压增大由劈裂向剪切甚至塑性流动转变的现象;VBPM模型可准确模拟破碎岩石在侧限压缩实验中的压实和承载特征,初始加载阶段,破碎岩石中含大量孔隙,变形曲线斜率小,轴向载荷增加导致孔隙逐渐压实,变形曲线斜率快速升高,应力-应变曲线模拟结果与实验结果吻合,由于VBPM模型不规则颗粒间的自由度差异明显,压缩过程中颗粒间的接触力呈现非均匀分布特征.
Research and application of precise PFC numerical calculation method based on Voronoi diagram
Macro-mechanical behavior of rocks depends on their micro-structural characteristics.That means the accuracy of discrete element based modeling is closely related to the efficiency of numerical model in representing complex micro-structure of rocks.In order to improve the adaptability of discrete element based modeling to mining engineering,a precise PFC numerical calculation method based on Voronoi diagram is proposed accordingly.The convex polyhedron involved in the Voronoi diagram,which commonly used to divide the space,has the advantages of randomness and variety in variation,which makes it similar to rock micro-structure.The identification number and position of the point,edge,plane and polyhedron are extracted from the Voronoi diagram and imported into PFC as geometry data with the help of Fish language embedded in PFC.Two kinds of methods for developing irregular particle are established,including VCPM and VBPM models and the referred models are used to simulated intact rock and broken rock,respectively.Monte-Carlo method is utilized to produce pseudo random numbers complying Weibull distribution,which are assigned to characterize the micromechanical parameters of rocks and achieve simulation of rock heterogeneity.The number of contacts surrounding single irregular particle is defined as coordination number(CN).The volume and CN of irregular particle present Weibull distribution and normal distribution,respectively,realizing simulation of micro-structural complexity.The VCPM model reproduces strength variation,pre-peak hardening behavior,post-peak softening behavior and volumetric dilation behavior of rock under uniaxial and triaxial compression conditions.According to modeling results,the uniaxial compressive strength and elastic modulus are equal to 221 MPa and 64 GPa,respectively,and the predicted internal cohesion and friction angle are 34 MPa and 55°,respectively,which are consistent with experimental data.The large friction angle means the shear inter-locking effect is strengthened in the proposed model.Besides,the modeling results indicate rock failure mode transmits from axial splitting to shear faulting and then to plastic flowing due to increase in the confining pressure.The VBPM model reproduces compression process and load-bearing capacity variation of broken rock in horizontal constrained compression test.In the initial loading stage,the slope of deformation curve is small duo to large porosity of broken rock.The increase in axial load cause close of the pore,leading to continuous growth in the slope of the curve.The simulation results of the stress-strain curve are consistent with the experimental results.Due to great differences in the freedom between different irregular particles,the distribution of contact force in the VBPM model shows non-uniform distribution during the compression process.

Voronoi diagramnumerical modelingrock micro-structuremechanical behavior

刘辙、王兆会

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山西潞安矿业<集团>有限公司古城煤矿,山西省长治市,046108

中国矿业大学<北京>能源与矿业学院,北京市海淀区,100083

Voronoi图 数值计算 岩石细观结构 力学行为

国家自然科学基金资助项目国家自然科学基金资助项目

5193400851904304

2024

中国煤炭
煤炭信息研究院

中国煤炭

CSTPCD北大核心
影响因子:0.736
ISSN:1006-530X
年,卷(期):2024.50(8)