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SiPESC.FEMS的单元计算模块设计模式 被引量:15
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作者 张盛 杨东生 +3 位作者 尹进 李云鹏 陈飙松 张洪武 《计算机辅助工程》 2011年第3期49-54,共6页
基于开放式结构有限元软件系统SiPESC. FEMS,针对面向对象有限元研发过程中不同类型单元的计算特点和要求,采用工厂模式和构造器模式等软件设计模式,提出有限元单元计算的统一构建设计模式.该设计模式具备良好的可扩展性和可重用性.给... 基于开放式结构有限元软件系统SiPESC. FEMS,针对面向对象有限元研发过程中不同类型单元的计算特点和要求,采用工厂模式和构造器模式等软件设计模式,提出有限元单元计算的统一构建设计模式.该设计模式具备良好的可扩展性和可重用性.给出单元计算模块中各对象的统一接口及单元插件的定义方法.通过不同单元类型的计算实例展示该模块在面向对象有限元研发中的实用性和灵活性. 展开更多
关键词 开放式结构有限元系统 SiPESC. fems 单元计算模块 插件 设计模式
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基于SiPESC.FEMS的隧道施工数值模拟构架 被引量:1
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作者 陆旭泽 张盛 +1 位作者 陈飙松 白杨 《大连理工大学学报》 EI CAS CSCD 北大核心 2020年第1期1-9,共9页
基于开放式结构有限元分析软件系统SiPESC.FEMS及其弹塑性分析构架,结合隧道结构设计常用的地层结构模型理论思想和相关技术,实现了一种隧道施工有限元分析计算构架.该构架通过地应力平衡分析计算围岩的初始应力,利用SiPESC.FEMS弹塑性... 基于开放式结构有限元分析软件系统SiPESC.FEMS及其弹塑性分析构架,结合隧道结构设计常用的地层结构模型理论思想和相关技术,实现了一种隧道施工有限元分析计算构架.该构架通过地应力平衡分析计算围岩的初始应力,利用SiPESC.FEMS弹塑性分析功能,实现地应力平衡多步序分析所需的加载和卸载过程.利用SiPESC.FEMS对单元和材料属性数据的灵活管理,实现生死单元技术.利用SiPESC.FEMS对多种单元和多点约束的支持,实现埋入单元技术.利用SiPESC.FEMS动态任务流程配置,搭建了多分析步隧道施工计算流程.数值算例表明,该构架适用于隧道施工过程的数值模拟,能有效地计算出地应力平衡过程的应力变化,并对隧道施工方案进行优化. 展开更多
关键词 隧道施工数值模拟 弹塑性分析 生死单元 埋入单元 SiPESC.fems
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基于SiPESC.FEMS焊接热力耦合分析模块研发
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作者 周延平 董凯骏 +3 位作者 李辉 刘洪宇 张盛 陈飙松 《焊接学报》 EI CAS CSCD 北大核心 2024年第10期28-37,共10页
文中基于集成计算仿真平台SiPESC的开放式有限元分析软件SiPESC.FEMS,研发了模拟焊接过程有限元分析模块.该分析模块可将焊接过程热瞬态分析所得节点温度场以热载荷形式映射到力学分析中,充分考虑焊接过程中温度变化对结构性能的影响,... 文中基于集成计算仿真平台SiPESC的开放式有限元分析软件SiPESC.FEMS,研发了模拟焊接过程有限元分析模块.该分析模块可将焊接过程热瞬态分析所得节点温度场以热载荷形式映射到力学分析中,充分考虑焊接过程中温度变化对结构性能的影响,实现焊接结构全过程热力耦合数值仿真,并支持多步分析,可模拟多道焊接工序及复杂焊接过程.其中热瞬态分析可模拟焊接的非线性瞬态热传导过程,支持多种焊接移动热源和常用的热单元类型以及热对流和热辐射等复杂边界条件的处理.而焊接结构力学分析可自定义与温度相关的力学材料参数,支持热弹性和热弹塑性等本构模型.文中采用空心圆筒与带孔方形板沿圆筒外侧焊接的算例进行数值分析对比,采用顺序热力耦合分析方式,其中焊接热分析过程为瞬态热传导计算,结构静力分析过程为热弹塑性计算.计算结果与目前广泛应用的计算机辅助工程(computer aided engineering,CAE)商用软件ABAQUS相比,温度最大值偏差为0.000482%、位移最大值偏差为0.0231%、等效塑性应变最大值相同.该分析模块的计算精度和ABAQUS基本一致,验证了该焊接模块计算的有效性及解决工程实际问题的能力. 展开更多
关键词 热力耦合分析 SiPESC.fems 焊接过程 有限元数值仿真 温度场映射
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Analysis of L1-Galerkin FEMs for Time-Fractional Nonlinear Parabolic Problems 被引量:9
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作者 Dongfang Li Hong-Lin Liao +2 位作者 Weiwei Sun Jilu Wang Jiwei Zhang 《Communications in Computational Physics》 SCIE 2018年第6期86-103,共18页
This paper is concerned with numerical solutions of time-fractional nonlinear parabolic problems by a class of L1-Galerkin finite element methods.The analysis of L1 methods for time-fractional nonlinear problems is li... This paper is concerned with numerical solutions of time-fractional nonlinear parabolic problems by a class of L1-Galerkin finite element methods.The analysis of L1 methods for time-fractional nonlinear problems is limited mainly due to the lack of a fundamental Gronwall type inequality.In this paper,we establish such a fundamental inequality for the L1 approximation to the Caputo fractional derivative.In terms of the Gronwall type inequality,we provide optimal error estimates of several fully discrete linearized Galerkin finite element methods for nonlinear problems.The theoretical results are illustrated by applying our proposed methods to the time fractional nonlinear Huxley equation and time fractional Fisher equation. 展开更多
关键词 Time-fractional nonlinear parabolic problems L1-Galerkin fems Error estimates discrete fractional Gronwall type inequality Linearized schemes
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滑动组合密封系统的高压高速工况流-固耦合动态特性仿真分析
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作者 张守元 吕振华 《工程力学》 北大核心 2026年第4期234-242,共9页
应用基于Navier-Stokes方程的三维精细流-固耦合动力学仿真模型与直接耦合计算方法,实现了对复杂的滑动组合密封系统动态特性的仿真分析,得到了高压、高速冲击运动工况的密封油膜厚度、密封面接触压强、密封油膜内流场特性等随密封环压... 应用基于Navier-Stokes方程的三维精细流-固耦合动力学仿真模型与直接耦合计算方法,实现了对复杂的滑动组合密封系统动态特性的仿真分析,得到了高压、高速冲击运动工况的密封油膜厚度、密封面接触压强、密封油膜内流场特性等随密封环压缩量、滑动速度的变化规律及其对密封性能的影响,对比分析了不同滑动速度、不同冲击压强下的动密封流场的量化特性,包括高压、高速往复组合密封油膜内的反向泵油效应及其机理。实验测试了一种油气弹簧装置的浮动活塞组合密封内油膜和气膜的轴向压强分布,实测结果与仿真计算结果相符。这些研究结果显示了基于Navier-Stokes方程的三维流-固直接耦合动力学建模技术与仿真分析方法对复杂密封系统性能的精细设计分析预测的重要价值。 展开更多
关键词 滑动密封 组合密封 高压-高速密封 流-固耦合动力学 3D FEM模型 密封流场压强分布测试
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The Stability and Convergence of Fully Discrete Galerkin-Galerkin FEMs for Porous Medium Flows 被引量:1
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作者 Buyang Li Jilu Wang Weiwei Sun 《Communications in Computational Physics》 SCIE 2014年第4期1141-1158,共18页
The paper is concerned with the unconditional stability and error estimates of fully discrete Galerkin-Galerkin FEMs for the equations of incompressible miscible flows in porous media.We prove that the optimal L 2 err... The paper is concerned with the unconditional stability and error estimates of fully discrete Galerkin-Galerkin FEMs for the equations of incompressible miscible flows in porous media.We prove that the optimal L 2 error estimates hold without any time-step(convergence)conditions,while all previous works require certain time-step restrictions.Theoretical analysis is based on a splitting of the error into two parts:the error from the time discretization of the PDEs and the error from the finite element discretization of the corresponding time-discrete PDEs,which was proposed in our previous work[26,27].Numerical results for both two and three-dimensional flow models are presented to confirm our theoretical analysis. 展开更多
关键词 Unconditional stability optimal error estimate Galerkin fems incompressible miscible flows
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Analysis of DC Aging Characteristics of Stable ZnO Varistors Based on Voronoi Network and Finite Element Simulation Model
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作者 ZHANG Ping LU Mingtai +1 位作者 LU Tiantian YUE Yinghu 《材料导报》 北大核心 2026年第2期20-28,共9页
In modern ZnO varistors,traditional aging mechanisms based on increased power consumption are no longer relevant due to reduced power consumption during DC aging.Prolonged exposure to both AC and DC voltages results i... In modern ZnO varistors,traditional aging mechanisms based on increased power consumption are no longer relevant due to reduced power consumption during DC aging.Prolonged exposure to both AC and DC voltages results in increased leakage current,decreased breakdown voltage,and lower nonlinearity,ultimately compromising their protective performance.To investigate the evolution in electrical properties during DC aging,this work developed a finite element model based on Voronoi networks and conducted accelerated aging tests on commercial varistors.Throughout the aging process,current-voltage characteristics and Schottky barrier parameters were measured and analyzed.The results indicate that when subjected to constant voltage,current flows through regions with larger grain sizes,forming discharge channels.As aging progresses,the current focus increases on these channels,leading to a decline in the varistor’s overall performance.Furthermore,analysis of the Schottky barrier parameters shows that the changes in electrical performance during aging are non-monotonic.These findings offer theoretical support for understanding the aging mechanisms and condition assessment of modern stable ZnO varistors. 展开更多
关键词 ZnO varistors Voronoi network DC aging finite element method(FEM) current distribution double Schottky barrier theory
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Study on the nonlinear vibration of tri-directional functionally graded sandwich plates partially supported by Pasternak foundation subjected to blast loading
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作者 Trung Thanh Tran Huyen Thi Huong Truong Pham Binh Le 《Defence Technology(防务技术)》 2026年第2期96-109,共14页
This paper aims to explore and quantify the nonlinear vibration response of tri-directional functionally graded sandwich(3D-FGSW)plates partially supported by a Pasternak foundation(PF)subjected to blast loading(BL).A... This paper aims to explore and quantify the nonlinear vibration response of tri-directional functionally graded sandwich(3D-FGSW)plates partially supported by a Pasternak foundation(PF)subjected to blast loading(BL).A key objective is to develop a computationally efficient finite element framework capable of accurately capturing the complex behavior of 3D-FGSW plates.The studied configuration features a two-dimensional functionally graded material(2D-FGM)core between two threedimensional functionally graded material(3D-FGM)face layers.Nonlinear geometric effects,including mid-plane stretching,are modeled using von K arm an-type assumptions,and the governing equations are formulated via Hamilton's principle within an improved first-order shear deformation theory(iFSDT).The accuracy and computational efficiency of the proposed method are validated through comparison with existing benchmark solutions.Subsequently,a comprehensive parametric study is carried out to examine the effects of geometric dimensions,material properties,foundation sizes,and boundary conditions(BCs)on the nonlinear vibration of 3D-FGSW plates.The findings of this work are expected to provide valuable insights for the design and manufacturing of advanced sandwich structures subjected to BL. 展开更多
关键词 Nonlinear vibration Sandwich plates FGM iFSDT FEM
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Construction of Bionic Non-Smooth Surface of Cu-Based Friction Materials Based on Finite Element Method
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作者 Lekai Li Juxiang Zhu +3 位作者 Zhaohua Yao Mengting Xing Yitong Tian Ma Yunhai 《Journal of Bionic Engineering》 2026年第1期326-340,共15页
To solve the problem of abnormal abrasion of Cu-Based Friction Materials(CBFMs),Bionic Non-Smooth Surface(BNS)on friction surface of CBFMs was constructed based on bionic principles,and the optimal bionic prototype wa... To solve the problem of abnormal abrasion of Cu-Based Friction Materials(CBFMs),Bionic Non-Smooth Surface(BNS)on friction surface of CBFMs was constructed based on bionic principles,and the optimal bionic prototype was selected by Finite Element Method(FEM).In addition,the bionic parameters were optimized by Response Surface Method(RSM).Samples holding BNS were prepared by Laser Processing,tribological properties were tested by a Friction and Wear Tester and worn surface morphology was characterized by a Scanning Electron Microscope(SEM).The results showed that BNS on friction surface could regulate the stress distribution and alleviate the peak stress.Among all samples,the coupled texture of pit-hexagonal got the minimum peak stress.During braking,bionic texture could also collect wear debris or change the motion forms from sliding to rotation,which can reduce abnormal abrasion.The wear rate was reduced by 19.31%.The results in this paper can provide a new idea for enhancing the tribological properties of CBFMs,and can also lay the foundation for further research of bionic tribology. 展开更多
关键词 Bionic non-smooth surface Friction materials FEM Wear mechanism
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A Surrogate Deep-Learning Super-Resolution Framework for Accelerating Finite Element Method-Based Fluid Simulations
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作者 Sojin Shin Guk Heon Kim +1 位作者 Seung Hwan Kim Jaemin Kim 《Computer Modeling in Engineering & Sciences》 2026年第3期593-613,共21页
This study develops a surrogate super-resolution(SR)framework that accelerates finite element method(FEM)-based computational fluid dynamics(CFD)using deep learning.High-resolution(HR)FEM-based CFDremains computationa... This study develops a surrogate super-resolution(SR)framework that accelerates finite element method(FEM)-based computational fluid dynamics(CFD)using deep learning.High-resolution(HR)FEM-based CFDremains computationally prohibitive for time-sensitive applications,including patient-specific aneurysm hemodynamics where rapid turnaround is valuable.The proposed pipeline learns to reconstruct HR velocity-magnitude fields fromlow-resolution(LR)FEM solutions generated under the same governing equations and boundary conditions.It consistsof three modules:(i)offline pre-training of a residual network on representative vascular geometries;(ii)lightweightfine-tuning to adapt the pretrained model to geometric variability,including patient-specific aneurysm morphologies;and(iii)an unstructured-to-structured sampling strategy with region-of-interest upsampling that concentrates resolution in flow-critical zones(e.g.,the aneurysm sac)rather than the full domain.This targeted reconstruction substantiallyreduces inference and post-processing cost while preserving key HR flow features.Experiments on cerebral aneurysmmodels show that HR velocity-magnitude fields can be recovered with accuracy comparable to direct HR simulationsat less than 1%of the direct HR simulation cost per analysis(LR simulation and SR inference),while adaptation to newgeometries requires only lightweight fine-tuning with limited target-specific HR data.While clinical endpoints andadditional variables(e.g.,pressure or wall-based metrics)are left for future work,the results indicate that the proposedsurrogate SR approach can streamline FEM-based CFD workflows toward near real-time hemodynamic analysis acrossmorphologically similar vascular models. 展开更多
关键词 Surrogate modeling deep learning SUPER-RESOLUTION finite element method(FEM) fluid simulation
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Enhanced flexible pavement subgrade stability using activated carbon,coir fiber,and lime
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作者 Sakina Tamassoki Shanyong Wang +1 位作者 Nik Norsyahariati Nik Daud Mohammad Jawed Roshan 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第3期2379-2394,共16页
This study presents a method for improving flexible pavement subgrades using activated carbon and lime as stabilizers and coir fiber as reinforcement,improving subgrade performance using natural and recycled materials... This study presents a method for improving flexible pavement subgrades using activated carbon and lime as stabilizers and coir fiber as reinforcement,improving subgrade performance using natural and recycled materials.Two residual soil types,Soil 1 and Soil 2,were examined for enhanced mechanical properties using California bearing ratio,indirect shear,direct shear,and consolidation tests.Pavement design calculations were performed using the empirical method,and finite element modeling was employed to assess the impact of water levels on subgrade settlement and strain ratios.The findings revealed notable improvements in cohesion and tensile strength when lime,activated carbon,and coir fiber were used for stabilization,achieving increases of up to 128.9%and 167.71%for Soil 1,and 155%and 3045.86%for Soil 2,respectively.Moreover,these stabilized samples exhibited the lowest penetration rates,recording values of 0.2 for both soils after 20 loading cycles.Incorporating a stabilized subgrade reduced the required subbase thickness by up to 90.91%compared to the untreated condition.Finite element modeling indicated that the high-permeability Soil 1 sample experienced an average settlement of 70.12 mm under repeated loading,which is 2.46 times higher than the 28.54 mm observed in the low-permeability sample.Finally,strain ratio analysis confirmed that adding stabilizers effectively reduced the subgrade strain,bringing the strain ratio below one and thereby meeting the road subgrade standard.These findings highlight the innovative use of coir fiber,activated carbon,and lime as high-performance stabilizers for flexible pavement applications,offering a practical solution for infrastructure development. 展开更多
关键词 Subgrade soil Tensile strength Finite element model(FEM) Water level(WL) Strain ratio
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面向复杂地质条件的深基坑多元支护技术集成与性能评估
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作者 韩伟国 《中国建筑金属结构》 2026年第4期112-114,共3页
为解决复杂地质条件下深基坑支护施工的问题,本研究提出并优化了双排桩施工以及加固支护技术。借助数值模拟以及实验验证,研究该技术在软土层以及高水位区域的应用效果,依据此技术,基坑沉降以及支护桩受力显著减少,同时提高了支护系统... 为解决复杂地质条件下深基坑支护施工的问题,本研究提出并优化了双排桩施工以及加固支护技术。借助数值模拟以及实验验证,研究该技术在软土层以及高水位区域的应用效果,依据此技术,基坑沉降以及支护桩受力显著减少,同时提高了支护系统的稳定性以及经济性。鉴于有限元法(FEM)以及粒子群优化(PSO)算法的优势,进行支护结构设计的优化工作。实际案例分析结果表明,运用这种优化后的支护技术之后,基坑沉降量最大降低了40%,施工周期缩短25%,施工成本降低约40万元。由此可见,改进后的双排桩与加固支护技术能够有效应对复杂地质条件下的施工挑战,将工程的安全性、稳定性以及经济性进行提升。 展开更多
关键词 深基坑施工 双排桩 加固支护技术 有限元法(FEM) 粒子群优化(PSO)
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New Insight to Large Deformation Analysis of Thick-Walled Axisymmetric Functionally Graded Hyperelastic Ellipsoidal Pressure Vessel Structures:A Comparison between FEM and PINNs
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作者 Azhar G.Hamad Nasser Firouzi Yousef S.Al Rjoub 《Computers, Materials & Continua》 2026年第5期403-430,共28页
The accurate mechanical analysis of thick-walled pressure vessel structures composed of advanced materials,such as hyperelastic and functionally graded materials(FGMs),is critical for ensuring their safety and optimiz... The accurate mechanical analysis of thick-walled pressure vessel structures composed of advanced materials,such as hyperelastic and functionally graded materials(FGMs),is critical for ensuring their safety and optimizing their design.However,conventional numerical methods can face challenges with the non-linearities inherent in hyperelasticity and the complex spatial variations in FGMs.This paper presents a novel hybrid numerical approach combining Physics-Informed Neural Networks(PINNs)with Finite Element Method(FEM)derived data for the robust analysis of thick-walled,axisymmetric,heterogeneous,hyperelastic pressure vessels with elliptical geometries.A PINN framework incorporating neo-Hookean constitutive relations is developed in MATLAB.To enhance training efficiency and accuracy,the PINN’s loss function is augmented with displacement data obtained from high-fidelity FEM simulations performed in ANSYS.The methodology is rigorously validated by comparing PINN-predicted displacement and von Mises stress fields against ANSYS benchmarks for various scenarios of FGMconfigurations(with material properties varying according to a power law)subjected to internal and external pressurization.The results demonstrate excellent agreement between the proposed hybrid PINN-FEMapproach and conventional FEMsolutions across all test cases,accurately capturing complex deformation patterns and stress concentrations.This study highlights the potential of data-augmented PINNs as an effective and accurate computational tool for tackling complex solid mechanics problems involving non-linearmaterials and significant heterogeneity,offering a promising avenue for future research in engineering design and analysis. 展开更多
关键词 Finite elementmethod(FEM) physics-informed neural networks(PINNs) HYPERELASTICITY functionally graded materials(FGMs) pressure vessels hybrid numerical methods axisymmetric analysis
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Coupled FEM-DEM modeling of permeability evolution in rough fractured shale during shearing under varying confining pressures
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作者 Bin Li Qi Li 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第3期1736-1754,共19页
The dynamic evolution of fracture permeability presents a critical scientific challenge in rock masses.Understanding the mechanisms of rock mass permeability evolution is vital for engineering project design and opera... The dynamic evolution of fracture permeability presents a critical scientific challenge in rock masses.Understanding the mechanisms of rock mass permeability evolution is vital for engineering project design and operations.By integrating the discrete element method(DEM)with the finite element method(FEM),a numerical simulation framework for shear seepage in rough fractured shale has been developed to investigate the dynamic mechanisms of permeability evolution under varying confining pressures and during the shearing process.Numerical simulations were conducted on rough fractured samples under effective confining pressures ranging from 5 MPa to 20 MPa to monitor the aperture and permeability evolution of the fracture.The results of the numerical simulation are consistent with the experimental observations,indicating that both the shearing process and confining pressure significantly influence permeability.Moreover,the magnitude of the confining pressure is a crucial factor influencing the trend in permeability changes.Under a confining pressure of 5 MPa,fracture permeability initially increases significantly but decreases post-shearing.In contrast,a continuous decrease in fracture permeability is observed when the confining pressure exceeds 10 MPa.The results of the shear numerical simulation indicate that the confining pressure restricts fracture dilation during shearing,promotes the generation of rock debris,and decreases both the permeability and transmissivity of the fracture.The wear results obtained from numerical simulations are consistent with the experimental patterns and correlate with the joint roughness coefficient(JRC).This study proposed an effective numerical simulation method to reveal the evolution mechanism of fracture flow capacity,taking into account the wear of the fracture surface in shear simulations and the initial stress state of the rock in seepage simulations.This research explains the permeability evolution mechanism of fractured shale from a microscopic perspective,and the proposed numerical simulation method for shear seepage provides a powerful means to uncover the dynamic evolution mechanisms governing fracture permeability. 展开更多
关键词 Discrete element method(DEM) Finite element method(FEM) Fracture Permeability Shear stress Joint roughness coefficient(JRC) Dynamic evolution
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ADI Galerkin FEMs for the 2D nonlinear time-space fractional diffusion-wave equation
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作者 Meng Li Chengming Huang 《International Journal of Modeling, Simulation, and Scientific Computing》 EI 2017年第3期112-134,共23页
In this paper,we study a new numerical technique for a class of 2D nonlinear fractional diffusion-wave equations with the Caputo-type temporal derivative and Riesz-type spatial derivative.Galerkin finite element schem... In this paper,we study a new numerical technique for a class of 2D nonlinear fractional diffusion-wave equations with the Caputo-type temporal derivative and Riesz-type spatial derivative.Galerkin finite element scheme is used for the discretization in the spatial direction,and the temporal component is discretized by a new alternating direction implicit(ADI)method.Next,we strictly prove that the numerical method is stable and convergent.Finally,to confirm our theoretical analysis,some numerical examples in 2D space are presented. 展开更多
关键词 Time and space fractional diffusion-wave equation alternating direction implicit method Galerkin FEM STABILITY CONVERGENCE
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一维自由边界问题的自适应有限元新算法
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作者 袁驷 刘海阳 王亦平 《工程力学》 北大核心 2025年第9期1-8,共8页
该文以弹性弦或梁与地基接触的一维自由边界问题为例:利用自由边界变分导出该类问题所需的所有定解条件,合理放松交界点处的约束条件;将其转化为一系列固定边界的两点边值问题,从而方便地实施基于EEP(单元能量投影)技术的自适应有限元求... 该文以弹性弦或梁与地基接触的一维自由边界问题为例:利用自由边界变分导出该类问题所需的所有定解条件,合理放松交界点处的约束条件;将其转化为一系列固定边界的两点边值问题,从而方便地实施基于EEP(单元能量投影)技术的自适应有限元求解;进而采用基于割线法的C迭代法精准给出交界点位置,得到按最大模满足用户指定误差限的有限元位移解和交界点位置解。数值算例表明该算法具有优先确定交界点位置、方便适用于高次元及可灵活求解各类问题等优势。 展开更多
关键词 自由边界变分 有限元法(FEM) 单元能量投影(EEP) 超收敛 自适应
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人工智能与大数据背景下基于FEM模型对新质生产力的研究
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作者 周凤芹 颜研 刘京 《产业科技创新》 2025年第3期73-77,共5页
面对传统增长模式瓶颈,我国急需以技术穿透力重构生产函数。本文以科技生产力、绿色生产力、数字生产力三个维度构建新质生产力指标体系,以我国2010-2023年31个省的经济数据为样本,基于FEM(Fixed Effect Model)模型对GDP赋能新质生产力... 面对传统增长模式瓶颈,我国急需以技术穿透力重构生产函数。本文以科技生产力、绿色生产力、数字生产力三个维度构建新质生产力指标体系,以我国2010-2023年31个省的经济数据为样本,基于FEM(Fixed Effect Model)模型对GDP赋能新质生产力发展进行了实证研究,发现GDP每增长1%可驱动新质生产力指数提升10%,该结论在控制多维效应、调整变量组合及内生性检验中均保持高度稳健性。教育投入与地理区位导致区域间新质生产力赋能效应呈现显著异质性,需通过强化区域协同创新、促进技术外溢来缩小发展鸿沟,实现全域均衡提升。 展开更多
关键词 新质生产力 大数据 创新 GDP FEM模型
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面向井下复杂场景的多尺度注意力增强YOLOX行人检测方法研究
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作者 蔡劲松 《合肥师范学院学报》 2025年第6期72-77,共6页
针对煤矿井下复杂场景中行人检测存在的低光照、密集遮挡及多尺度目标识别难题,本文提出一种多尺度注意力增强的YOLOX改进算法(MA-YOLOX)。该方法基于YOLOX-S架构,通过多尺度注意力模块(MSAM)与特征增强模块(FEM)重构特征金字塔网络(FP... 针对煤矿井下复杂场景中行人检测存在的低光照、密集遮挡及多尺度目标识别难题,本文提出一种多尺度注意力增强的YOLOX改进算法(MA-YOLOX)。该方法基于YOLOX-S架构,通过多尺度注意力模块(MSAM)与特征增强模块(FEM)重构特征金字塔网络(FPN),提升模型对关键区域的聚焦能力与多尺度特征表达能力。首先,MSAM融合通道注意力与空间注意力双分支机制,动态分配特征权重以抑制背景噪声并增强目标区分度,能有效缓解低光照与遮挡导致的细节丢失问题;其次,FEM引入空洞卷积与密集跳跃连接,扩展特征感受野并融合跨层级细节信息,能显著改善小目标漏检现象;此外,通过轻量化路径优化与动态感受野调整策略,能在保证实时检测(71 FPS)的同时减少计算冗余。实验表明,在井下行人数据集上,MA-YOLOX的AP50与AP75分别达到98.21%与90.74%,较原始YOLOX-S提升2.19%与2.62%,且在COCO-Person子集上的跨场景泛化性验证中AP50提升3.3%。该方法为井下智能监控系统提供了高精度、高效率的解决方案,并为复杂工业场景下的目标检测任务提供了理论参考。 展开更多
关键词 多尺度注意力机制 特征增强模块(FEM) YOLOX-S架构 低光照图像处理 实时目标检测
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含铀材料侵彻装甲板FEM/SPH耦合算法模拟研究 被引量:1
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作者 陈佳辰 苏自强 +2 位作者 康晶 廉冰 王彦 《核电子学与探测技术》 北大核心 2025年第6期910-914,共5页
含铀材料侵彻装甲板的过程是一个大变形冲击动力学问题。含铀材料侵彻装甲板后不仅会对水源和土壤造成污染,还会对人体造成持久的伤害。因此,需要关注含铀材料侵彻装甲板后气溶胶的释放和沉降问题。本文基于LS-DYNA软件,使用FEM/SPH耦... 含铀材料侵彻装甲板的过程是一个大变形冲击动力学问题。含铀材料侵彻装甲板后不仅会对水源和土壤造成污染,还会对人体造成持久的伤害。因此,需要关注含铀材料侵彻装甲板后气溶胶的释放和沉降问题。本文基于LS-DYNA软件,使用FEM/SPH耦合算法对含铀材料侵彻装甲板的过程进行数值模拟,讨论了含铀材料与装甲板相互作用机制以及变形失效行为;对FEM/SPH耦合算法和FEM方法的模拟结果进行比较,分析两种方法在高速碰撞问题中的优缺点。结果表明,与FEM方法相比,FEM/SPH耦合算法能形象地模拟出高速侵彻过程中材料的破坏、飞溅等现象,此外,获取了含铀材料侵彻装甲板过程中的气溶胶转化率。 展开更多
关键词 LS-DYNA FEM/SPH耦合算法 FEM方法
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基于有限元方法的法医损伤可视化分析与应用探索 被引量:3
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作者 袁红敏 高树辉 《西安交通大学学报(医学版)》 北大核心 2025年第1期1-11,共11页
法医损伤分析在法医学领域具有重要意义,但损伤形成过程的复杂性和个体差异使损伤分析对专业性要求极高。有限元方法(finite element method, FEM)以其广泛的适用性、可控的精确度和高效的计算能力,结合可视化,在法庭科学领域展现出巨... 法医损伤分析在法医学领域具有重要意义,但损伤形成过程的复杂性和个体差异使损伤分析对专业性要求极高。有限元方法(finite element method, FEM)以其广泛的适用性、可控的精确度和高效的计算能力,结合可视化,在法庭科学领域展现出巨大的应用潜力。本文通过文献分析,介绍FEM的基本原理,探讨其在交通事故、枪击、工具致伤、高坠损伤分析中的应用情况,通过分析各应用场景与碰撞部位的模拟参数、模拟结果及研究侧重,评估FEM在法医损伤分析上的可行性、局限性,为法医损伤分析提供参考和技术途径。 展开更多
关键词 有限元方法(FEM) 可视化 法庭科学 法医损伤
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