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Study on Contact Algorithm of Dynamic Explicit FEM for Sheet Forming Simulation
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作者 Zhang Hai-ming Dong Xiang-huai Li Zhi-gang 《Wuhan University Journal of Natural Sciences》 EI CAS 2001年第3期704-708,共5页
Based on existing algorithms, a newly developed contact search algorithm is proposed. The new algorithm consists of global search, local searching, local tracking and penetration calculation processes. It requires no ... Based on existing algorithms, a newly developed contact search algorithm is proposed. The new algorithm consists of global search, local searching, local tracking and penetration calculation processes. It requires no iteration steps. It can deal with not only general tool surfaces with vertical walls, but also tool surfaces meshed with elements having very poor aspect ratios. It is demonstrated that the FE code employing this new contact search algorithm becomes more reliable, efficient and accurate for sheet metal forming simulation than conventional ones. 展开更多
关键词 contact algorithm dynamic explicit FEM sheet metal forming
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Analysis of composite material interface crack face contact and friction effects using a new node-pairs contact algorithm
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作者 钟志鹏 何郁波 万水 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第6期333-340,共8页
A new node-pairs contact algorithm is proposed to deal with a composite material or bi-material interface crack face contact and friction problem (e.g., resistant coating and thermal barrier coatings) subjected to c... A new node-pairs contact algorithm is proposed to deal with a composite material or bi-material interface crack face contact and friction problem (e.g., resistant coating and thermal barrier coatings) subjected to complicated load conditions. To decrease the calculation scale and calculation errors, the local Lagrange multipliers are solved only on a pair of contact nodes using the Jacobi iteration method, and the constraint modification of the tangential multipliers are required. After the calculation of the present node-pairs Lagrange multiplier, it is turned to next contact node-pairs until all node-pairs have finished. Compared with an ordinary contact algorithm, the new local node-pairs contact algorithm is allowed a more precise element on the contact face without the stiffness matrix singularity. The stress intensity factors (SIFs) and the contact region of an infinite plate central crack are calculated and show good agreement with those in the literature. The contact zone near the crack tip as well as its influence on singularity of stress fields are studied. Furthermore, the frictional contacts are also considered and found to have a significant influence on the SIFs. The normalized mode-II stress intensity factors KII for the friction coefficient decrease by 16% when f changes from 1 to 0. 展开更多
关键词 contact and friction node-pairs contact algorithm interface crack mixed mode loading stress intensity factors
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Study on the improvement of semi-Hertzian wheel/rail contact algorithms
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作者 Yaru Liang Qunsheng Wang +2 位作者 Jing Zeng Bin Zhu Rancheng Mao 《Journal of Traffic and Transportation Engineering(English Edition)》 2025年第1期23-33,共11页
The normal stress distribution of the contact patch is the base for wheel/rail dynamic analysis as well as the wheel wear calculation.When the wheel polygonalization appears on the worn-type wheel tread of the high-sp... The normal stress distribution of the contact patch is the base for wheel/rail dynamic analysis as well as the wheel wear calculation.When the wheel polygonalization appears on the worn-type wheel tread of the high-speed trains,the lateral and longitudinal relative wheel/rail curvature around the contact patch will vary with the change of wheel circumferential position.In such a case,the commonly used Hertzian contact method cannot meet the calculation precision,while even the non-Hertzian method has relatively high precision,but its calculation efficiency cannot meet the demand of engineering application.A non-Hertzian method was introduced to analyze the influence of the wheel polygonalization on the contact patch.By studying the shape and the pressure distribution of the contact patches at different contact positions,it is found that when the wavelength of the wheel polygonalization is larger than 65 mm,the results of the improved semiHertzian method can agree well with the non-Hertzian method with reasonable computing time.Besides,to ensure that the calculation result can meet the accuracy requirement when the wheelset yaw motion occurs,the trace method is used to improve the semi-Hertzian method and verified by the contact method. 展开更多
关键词 High-speed railway Wheel polygonalization Wheelset yaw motion contact algorithm Semi-Hertzian method
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Rock cracking simulation in tension and compression by peridynamics using a novel contact-friction model with a twin mesh and potential functions
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作者 Feng Tian Zaobao Liu +1 位作者 Jinxin Zhou Jianfu Shao 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第6期3395-3419,共25页
Peridynamics(PD)is an effective method for simulating the spontaneous initiation and propagation of tensile cracks in materials.However,it faces great challenges in simulating compression-shear cracking of geomaterial... Peridynamics(PD)is an effective method for simulating the spontaneous initiation and propagation of tensile cracks in materials.However,it faces great challenges in simulating compression-shear cracking of geomaterials due to the lack of efficient contact-friction models.This paper introduces an original contact-friction model that leverages twin mesh and potential function principles within PD to model rock cracking under tensile and compressive stresses.The contact detection algorithm,based on space segmentation axis-aligned bounding box(AABB)tree data structure,is used to address the significant challenge of highly efficient contact detection in compression and shear problems.In this method,the twin mesh and potential function are utilized to quantify contact detection and contact degree,as well as friction behavior.This is in contrast to the distance and circular contact area model,which lacks physical significance in the classical PD method.As demonstrated by the tests on specimens containing cracks,the proposed model can capture 8 types of secondary fractures,reduce the contact detection error by about 29%e56%,and increase the contact retrieval efficiency by over 1600 times compared to the classic PD models.This significantly enhances the capability of PD to simulate the initiation,expansion,and coalescence of intricate compression-shear cracks. 展开更多
关键词 Peridynamics(PD) Rock cracking modeling Compression-shear modeling Cracking modeling of geomaterials contact detection algorithm contact-friction model
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Launch dynamics modeling and simulation of box-type multiple launch rocket system considering plane clearance contact
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作者 Jinxin Tang Guoping Wang +3 位作者 Genyang Wu Yutian Sun Lilin Gu Xiaoting Rui 《Defence Technology(防务技术)》 2025年第5期105-123,共19页
As the performance of the box-type multiple launch rocket system(BMLRS)improves,its mechanical structures,particularly the plane clearance design between the slider on the rocket and the guide inside the launch canist... As the performance of the box-type multiple launch rocket system(BMLRS)improves,its mechanical structures,particularly the plane clearance design between the slider on the rocket and the guide inside the launch canister,have grown increasingly complex.However,deficiencies still exist in the current launch modeling theory for BMLRS.In this study,a multi-rigid-flexible-body launch dynamics model coupling the launch platform and rocket was established using the multibody system transfer matrix method and the Newton-Euler formulation.Furthermore,considering the bending of the launch canister,a detection algorithm for slider-guide plane clearance contact was proposed.To quantify the contact force and friction effect between the slider and guide,the contact force model and modified Coulomb model were introduced.Both the modal and launch tests were conducted.Additionally,the modal convergence was verified.By comparing the modal experiments and simulation results,the maximum relative error of the eigenfrequency is 3.29%.thereby verifying the accuracy of the developed BMLRS dynamics model.Furthermore,the launch test validated the proposed plane clearance contact model.Moreover,the study investigated the influence of various model parameters on the dynamic characteristics of BMLRS,including launch canister bending stiffness,slider and guide material,slider-guide clearance,slider length and layout.This analysis of influencing factors provides a foundation for future optimization in BMLRS design. 展开更多
关键词 Box-type multiple launch rocket system Launch dynamics Plane clearance contact contact detection algorithm Multibody system transfer matrix method(MSTMM)
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A GPU-Based Parallel Algorithm for 2D Large Deformation Contact Problems Using the Finite Particle Method 被引量:3
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作者 Wei Wang Yanfeng Zheng +2 位作者 Jingzhe Tang Chao Yang Yaozhi Luo 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第11期595-626,共32页
Large deformation contact problems generally involve highly nonlinear behaviors,which are very time-consuming and may lead to convergence issues.The finite particle method(FPM)effectively separates pure deformation fr... Large deformation contact problems generally involve highly nonlinear behaviors,which are very time-consuming and may lead to convergence issues.The finite particle method(FPM)effectively separates pure deformation from total motion in large deformation problems.In addition,the decoupled procedures of the FPM make it suitable for parallel computing,which may provide an approach to solve time-consuming issues.In this study,a graphics processing unit(GPU)-based parallel algorithm is proposed for two-dimensional large deformation contact problems.The fundamentals of the FPM for planar solids are first briefly introduced,including the equations of motion of particles and the internal forces of quadrilateral elements.Subsequently,a linked-list data structure suitable for parallel processing is built,and parallel global and local search algorithms are presented for contact detection.The contact forces are then derived and directly exerted on particles.The proposed method is implemented with main solution procedures executed in parallel on a GPU.Two verification problems comprising large deformation frictional contacts are presented,and the accuracy of the proposed algorithm is validated.Furthermore,the algorithm’s performance is investigated via a large-scale contact problem,and the maximum speedups of total computational time and contact calculation reach 28.5 and 77.4,respectively,relative to commercial finite element software Abaqus/Explicit running on a single-core central processing unit(CPU).The contact calculation time percentage of the total calculation time is only 18%with the FPM,much smaller than that(50%)with Abaqus/Explicit,demonstrating the efficiency of the proposed method. 展开更多
关键词 Finite particle method graphics processing unit(GPU) parallel computing contact algorithm LARGE
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CONTACT ALGORITHMS FOR CONTACT DYNAMICAL SYSTEMS
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作者 Kang Feng 《Journal of Computational Mathematics》 SCIE CSCD 1998年第1期1-14,共14页
In this paper, we develop a general way to construct contact algorithms for contact dynamical systems. Such an algorithm requires the corresponding step transition map preserve the contact structure of the underlying ... In this paper, we develop a general way to construct contact algorithms for contact dynamical systems. Such an algorithm requires the corresponding step transition map preserve the contact structure of the underlying contact phase space. The constructions are based on the correspondence between the contact geometry of R2n+1 and the conic symplectic one of R2n+2 and therefore, the algorithms are derived naturally from the symplectic algorithms of Hamiltonian systems. 展开更多
关键词 contact algorithms contact systems conic symplectic geometry generating functions
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A hybrid contact approach for modeling soil-structure interaction using the material point method
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作者 Qinyang Sang Yonglin Xiong +3 位作者 Rongyue Zheng Xiaohua Bao Guanlin Ye Feng Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第5期1864-1882,共19页
The grid-based multi-velocity field technique has become increasingly popular for simulating the Material Point Method(MPM)in contact problems.However,this traditional technique has some shortcomings,such as(1)early c... The grid-based multi-velocity field technique has become increasingly popular for simulating the Material Point Method(MPM)in contact problems.However,this traditional technique has some shortcomings,such as(1)early contact and contact penetration can occur when the contact conditions are unsuitable,and(2)the method is not available for contact problems involving rigid-nonrigid materials,which can cause numerical instability.This study presents a new hybrid contact approach for the MPM to address these limitations to simulate the soil and structure interactions.The approach combines the advantages of point-point and point-segment contacts to implement contact detection,satisfying the impenetrability condition and smoothing the corner contact problem.The proposed approach is first validated through a disk test on an inclined slope.Then,several typical cases,such as granular collapse,bearing capacity,and deformation of a flexible retaining wall,are simulated to demonstrate the robustness of the proposed approach compared with FEM or analytical solutions.Finally,the proposed method is used to simulate the impact of sand flow on a deformable structure.The results show that the proposed contact approach can well describe the phenomenon of soil-structure interaction problems. 展开更多
关键词 Material point method Soil-structure interaction Numerical simulation contact algorithm
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AN IMPROVED CONTACT-IMPACT ALGORITHM FOR EXPLICIT INTEGRATION FEM
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作者 徐绍忠 王乘 刘小虎 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2002年第6期649-651,共3页
Although the penalty algorithm is simple and direct in concept, it has a defect that the contact forces are badly dependent on the chosen penalty factor. An improved contact-impact algorithm for the explicit integrati... Although the penalty algorithm is simple and direct in concept, it has a defect that the contact forces are badly dependent on the chosen penalty factor. An improved contact-impact algorithm for the explicit integration FEM is proposed in the present paper. Based on the fact that bodies cannot penetrate into each other on the contact faces, a set of equations with the additional unknown contact forces on the slave nodes can be formed in a new system configuration. By solving these equations, the correct contact forces could be obtained without using the penalty factor. 展开更多
关键词 contact-impact algorithm penalty method contact force
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A FINITE ELEMENT PARALLEL ALGORITHM OF THE PARAMETRIC VARIATIONAL PRINCIPLE FOR ELASTIC CONTACT PROBLEMS
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作者 胡宁 张汝清 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1992年第7期607-616,共10页
Basetl on the finite element solution of the parametric varialional principle of elastic con/del problem, a corresponding parallel algorithm has been created bv utilizing the specialities of parallel computer and the ... Basetl on the finite element solution of the parametric varialional principle of elastic con/del problem, a corresponding parallel algorithm has been created bv utilizing the specialities of parallel computer and the architecture of concurrent processing in this paper. In this algorithm. the parallelisms have heen realized in the processes of creation and assembly of stiffness matrix, of the static condensation, of the solution of stresses and in many other aspects. The programme of this algorithm has been realized on ELXSI-6400 parallel computer of Xi'an Jiaotong University. The results of computation show that the computational time can be saved efficiently and it is an effective parallel algorithm for the analyses of contact problems. 展开更多
关键词 parallel algorithm contact analysis
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A Genetic Algorithm for Simultaneous Determination of Thin Films Thermal Transport Properties and Contact Resistance
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作者 Zhengxing HUANG Zhen'an TANG +2 位作者 Ziqiang XU Haitao DING Yuqin GU 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2006年第3期339-341,共3页
A genetic algorithm (GA) was studied to simultaneously determine the thermal transport properties and the contact resistance of thin films deposited on a thick substrate. A pulsed photothermal reflectance (PPR) sy... A genetic algorithm (GA) was studied to simultaneously determine the thermal transport properties and the contact resistance of thin films deposited on a thick substrate. A pulsed photothermal reflectance (PPR) system was employed for the measurements. The GA was used to extract the thermal properties. Measurements were performed on SiO2 thin films of different thicknesses on silicon substrate. The results show that the GA accompanied with the PPR system is useful for the simultaneous determination of thermal properties of thin films on a substrate. 展开更多
关键词 Thin film Thermal transport properties Thermal contact resistance Genetic algorithm
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基于机器学习的动车传动齿轮修形仿真研究
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作者 刘志超 黄志辉 +2 位作者 李治桦 杨成龙 陈丙硕 《制造技术与机床》 北大核心 2025年第8期87-95,共9页
动车传动齿轮在工作过程中存在齿面偏载和啮合冲击等问题,易造成齿轮失效。为改善此类问题,以CRH3动车为例,在Romax软件中建立了包含车轴和轴承的齿轮传动系统三维模型。基于RFE-XGBoost(recursive feature elimination-extreme gradien... 动车传动齿轮在工作过程中存在齿面偏载和啮合冲击等问题,易造成齿轮失效。为改善此类问题,以CRH3动车为例,在Romax软件中建立了包含车轴和轴承的齿轮传动系统三维模型。基于RFE-XGBoost(recursive feature elimination-extreme gradient boosting)特征选取模型,从通常采用的9个修形参数中筛选出最优修形参数组合。以筛选后的最优修形参数组合为输入变量,单位长度法向载荷为响应变量,分别基于反向传播(back propagation,BP)神经网络神经网络、随机森林回归、XGBoost算法构建了代理模型,并进行对比选择。最后采用粒子群优化(particle swarm optimization,PSO)算法调用代理模型,以单位长度法向载荷最小为优化目标,对齿轮修形参数取值进行寻优计算。优化结果表明,齿向斜度为13.6μm、齿端修薄长度为18.5 mm、齿端修薄量为4.4μm时齿轮修形效果最佳。通过Romax仿真计算验证,其单位长度法向载荷下降了24.36%,传动误差值下降了69.91%,有效改善了齿轮传动性能,缓解了齿面偏载的现象。研究结果可为齿轮修形方案选择和优化设计提供参考。 展开更多
关键词 动车传动齿轮 特征选取 齿轮修形 XGBoost算法 齿面接触分析
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Solving frictional contact problems by two aggregate-function-based algorithms
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作者 Suyan He Hongwu Zhang Xingsi Li 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2005年第5期467-471,共5页
Three dimensional frictional contact problems are formulated as linear complementarity problems based on the parametric variational principle. Two aggregate-functionbased algorithms for solving complementarity problem... Three dimensional frictional contact problems are formulated as linear complementarity problems based on the parametric variational principle. Two aggregate-functionbased algorithms for solving complementarity problems are proposed. One is called the self-adjusting interior point algorithm, the other is called the aggregate function smoothing algorithm. Numerical experiment shows the efficiency of the proposed two algorithms. 展开更多
关键词 Frictional contact problem. Linear complementarity problem .Aggregate function ~ Interior pointalgorithm ~ Smoothing algorithm
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透平叶片高效光学自动化检测单元研发与应用
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作者 聂家超 何霁璋 +2 位作者 熊小聪 王论全 贾岚钦 《自动化应用》 2025年第6期222-224,227,共4页
三维光学扫描技术作为透平叶片外形尺寸及汽道型线的一种高效准确的非接触式检测的新方法,被广泛应用于工业测量中。基于叶片车间自动化产线检验需求,项目首创性地开发了一套叶片光学全流程自动化检测单元,采用三维光学扫描技术和先进... 三维光学扫描技术作为透平叶片外形尺寸及汽道型线的一种高效准确的非接触式检测的新方法,被广泛应用于工业测量中。基于叶片车间自动化产线检验需求,项目首创性地开发了一套叶片光学全流程自动化检测单元,采用三维光学扫描技术和先进的人工智能算法,通过与车间MES、物流系统无缝衔接,实现了透平叶片全流程24 h无人干预连续作业,极大地提高了叶片的检测效率。 展开更多
关键词 全流程自动化检测 三维光学扫描 透平叶片 非接触式检测 人工智能算法
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基于罚函数法的大变形冲击碰撞问题显式健壮格式
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作者 初东阳 戎宇飞 +3 位作者 周章涛 伍星星 汪俊 王海坤 《爆炸与冲击》 北大核心 2025年第3期154-167,共14页
为了提高基于罚函数法的显式有限元对大变形接触-碰撞问题仿真的精确性和健壮性,基于前增量位移中心差分方法,发展了一种新的大变形接触非侵入算法。将动力方程求解步分解为不考虑接触的预估步和考虑接触的修正步,在当前时刻,采用罚函... 为了提高基于罚函数法的显式有限元对大变形接触-碰撞问题仿真的精确性和健壮性,基于前增量位移中心差分方法,发展了一种新的大变形接触非侵入算法。将动力方程求解步分解为不考虑接触的预估步和考虑接触的修正步,在当前时刻,采用罚函数法施加接触惩罚力,使其满足非侵入条件,从而提高显式接触计算的精确性;在仅能获得下一时刻位移的情况下,为了精确计算下一时刻的大变形内力,基于任意参考构型大变形理论,将动力学方程内力项映射到已知的参考构型求解,避免使用相关物理量的中间构型近似值,从而降低由大变形计算引入的数值误差。更严格的几何非线性算法以及接触算法可有效抑制实体间的非物理穿透和大变形碰撞过程中的单元畸变,提高计算程序的健壮性。对典型碰撞及侵彻算例进行仿真,并与商业软件的结果进行对比,验证了所发展的大变形接触-碰撞显式算法的正确性,并证明了在高速大变形碰撞仿真方面,当前接触-碰撞显式算法比基于蛙跳格式中心差分和罚函数法的经典接触-碰撞算法更加健壮。 展开更多
关键词 接触-碰撞 显式有限元方法 接触算法 几何大变形 罚函数法
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基于惩罚法接触模型的Cu/Al复合板轧制界面动态复合过程数值模拟
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作者 孙其美 覃志伟 +2 位作者 赵辰辰 孙亚波 王涛 《中国表面工程》 北大核心 2025年第1期182-194,共13页
数值模拟是金属复合板轧制过程分析的有力工具,然而目前模拟异种金属层状板冷轧复合的数值模型大多采用界面绑定或摩擦约束。难以对界面动态复合进行判定和模拟,较难反映复合板真实的应力应变场以及实现宏观翘曲、厚度比的高精度预测,... 数值模拟是金属复合板轧制过程分析的有力工具,然而目前模拟异种金属层状板冷轧复合的数值模型大多采用界面绑定或摩擦约束。难以对界面动态复合进行判定和模拟,较难反映复合板真实的应力应变场以及实现宏观翘曲、厚度比的高精度预测,并且在单道次大压下率下易出现网格畸变严重、计算不收敛等问题,从而制约了轧制复合仿真领域的融合发展。提出了一种新的数值模型,其中的Cu/Al板有限元建模部分采用一种长宽比大于等于2的细长形网格,并且改进先前复合判据在力学行为上只考虑法线方向的不足,引入了切向力限制条件,更好地描述了法向力和切向力综合作用的实际轧制复合过程。该模型可实现对40%~60%压下率区间内,2∶4、3∶3、4∶2厚度比Cu/Al板的轧制复合模拟和宏观样貌表征,同时实现对复合板翘曲度板形和轧后厚度比的高精度模拟,翘曲度的误差均小于7.40%,轧后厚度比误差一般小于10%。模型初步解决了单道次大压下率下的严重网格畸变和计算不收敛问题,此外,在评估层状金属板复合质量和进一步探究轧制复合内在作用机制等方面有良好的发展潜力。 展开更多
关键词 复合板轧制 数值模拟 惩罚接触算法 有限元法 轧制复合判据
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三维空间土壤-触土部件相互作用SPH模型与试验验证
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作者 任逸 方瀚祯 +3 位作者 刘航 刘鹏 李守太 胡嫚 《农业工程学报》 北大核心 2025年第3期53-62,共10页
触土部件在耕作、翻土和深松等作业中发挥着关键作用。然而,传统的力学分析方法难以准确量化土壤微观运动形态及三维空间中土壤-触土部件相互作用,在一定程度上限制了耕作效果的评估和触土部件的设计优化。该文采用光滑粒子流体动力学(s... 触土部件在耕作、翻土和深松等作业中发挥着关键作用。然而,传统的力学分析方法难以准确量化土壤微观运动形态及三维空间中土壤-触土部件相互作用,在一定程度上限制了耕作效果的评估和触土部件的设计优化。该文采用光滑粒子流体动力学(smoothed particle hydrodynamics,SPH)方法,在三维空间中构建了土壤-触土部件相互作用模型,研究基于土壤弹塑性本构理论,提出了基于虚拟平面和罚函数的三维接触算法,用于处理复杂空间触土部件的接触问题。采用C++语言借助GPU(graphics processing unit)加速技术在CUDA(compute unified device architecture)并行计算平台上实现了算法的数值求解。为验证模型的有效性,首先通过砂土坍塌试验验证了三维空间土壤弹塑性本构模型,并设计制作了小型土壤切削试验装置进行砂土切削试验,对比分析了数值模拟和物理试验中砂土切削力的变化规律。该研究还讨论了不同耕作深度、耕作速度、触土部件入土角对触土部件切削力的影响,探讨了模型在农业实践中的适用性。结果表明,所提出的模型不仅能够准确描述土壤切削形态,在切削力数值预测方面的相对误差仅为7.02%,展现出较高的精度。研究结果可为土壤-触土部件相互作用模型的建立提供思路,为农业机械触土部件的设计优化提供了新的数值分析工具。 展开更多
关键词 土壤切削 弹塑性本构模型 触土部件 三维接触算法 光滑粒子流体动力学
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基于YOLOv5的智能化精准物料分离系统 被引量:1
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作者 易思含 李丹 +1 位作者 罗田 刘皓宇 《工业控制计算机》 2025年第1期53-54,148,共3页
针对现代农业生产过程中物料分离和分类的需求,设计一款基于YOLOv5目标检测模型的可视化智能微型物料分离机。该设计利用基于ARM内核的STM32微控制器为核心,采用筛网与舵机结合的复合式设计,承担待分离物料的初筛工作;结合YOLOv5算法对... 针对现代农业生产过程中物料分离和分类的需求,设计一款基于YOLOv5目标检测模型的可视化智能微型物料分离机。该设计利用基于ARM内核的STM32微控制器为核心,采用筛网与舵机结合的复合式设计,承担待分离物料的初筛工作;结合YOLOv5算法对物料进行更精细化的图像识别,提高分离的精确度;结合蓝牙模块实现非接触式远距离传输和控制数据。实验证明,该系统不仅能够实时准确地分离不同类型的物料,同时采用可视化界面使操作更加便捷,为提高物料分离的质量和效率提供了高效可行的解决方案。 展开更多
关键词 物料分离 YOLOv5算法 非接触 可视化
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基于数模联动的滚动轴承性能退化评估
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作者 李栋国 刘韬 +2 位作者 李洁松 王振亚 王贵勇 《噪声与振动控制》 北大核心 2025年第2期105-111,共7页
滚动轴承点蚀故障失效过程中,对故障缺陷尺寸的估计是轴承性能退化评估的关键之一。为解决轴承局部缺陷退化尺寸难以定量估计问题,提出一种基于数模联动的滚动轴承性能评估方法。首先,基于非线性Hertz接触理论与时变位移激励函数,建立... 滚动轴承点蚀故障失效过程中,对故障缺陷尺寸的估计是轴承性能退化评估的关键之一。为解决轴承局部缺陷退化尺寸难以定量估计问题,提出一种基于数模联动的滚动轴承性能评估方法。首先,基于非线性Hertz接触理论与时变位移激励函数,建立弹流润滑影响下的深沟球轴承2自由度动力学模型。其次,修正动力学模型仿真数据和真实数据幅值偏差。最后提出滚动轴承局部缺陷退化故障尺寸评估(Fault Size Evaluate,FSE)算法,估计滚动轴承全寿命退化过程中的故障尺寸,并通过ABLT-1Z轴承寿命强化试验机的实验数据进行验证。实验结果表明本文提出的数模联动方法能够量化轴承局部缺陷尺寸的退化规律,评估滚动轴承性能退化过程。 展开更多
关键词 故障诊断 动力学建模 数模联动 滚动轴承 HERTZ接触 FSE算法
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基于目标函数优化的液化天然气轻烃回收工艺技术研究
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作者 王磊 彭琦林 +3 位作者 刘阳 张成杰 章旎 韩彬 《石油科学通报》 2025年第4期819-828,共10页
随着我国能源结构优化,液化天然气(Liquefied Natural Gas,LNG)作为清洁能源的消费量与进口量持续增长,但其含有的乙烷及以上轻烃不仅影响热值与计量,还制约资源综合利用效率。在梳理美国专利US0188996A1、US7069743B2及中国专利CN13185... 随着我国能源结构优化,液化天然气(Liquefied Natural Gas,LNG)作为清洁能源的消费量与进口量持续增长,但其含有的乙烷及以上轻烃不仅影响热值与计量,还制约资源综合利用效率。在梳理美国专利US0188996A1、US7069743B2及中国专利CN1318543C等传统工艺的基础上,提出一种基于直接换热(Direct Heat Exchange,DHX)的LNG轻烃回收新工艺,该工艺引入重接触塔实现甲烷与轻烃的二次精细分离,取消传统工艺中的闪蒸塔,通过富液温度梯级利用、脱乙烷塔能量回收等设计,优化换热网络与能耗分布,基于PR(Peng Robinson)状态方程和HYSYS软件进行了工艺模拟,从能耗、产品质量、?、换热网络等方面进行了综合比对,并结合响应曲面实验设计和NSGA-Ⅱ(Non-dominated Sorting Genetic Algorithms-Ⅱ)算法实现了目标函数优化。结果表明,如仅实现从LNG富液中提取甲烷,本文工艺的能耗较美国专利US0188996A1、美国专利US7069743B2和中国专利CN1318543C分别下降了35.9%、46.4%和44.9%;本文工艺高位发热量可降至34.16 MJ/m^(3),满足一类天然气质量要求,总?损为7171 kW,系统?效率57.4%;换热网络分析显示,其最小换热温差与对数平均温差更小,热集成度更高;经NSGA-Ⅱ算法优化后,在乙烷收率变化不大的前提下,总能耗可从16 863 kW降至16 701 kW,在总能耗变化不大的前提下,乙烷收率可从93.52%升高至97.85%。本文工艺在降低能耗、提升产品质量与资源回收率方面具有显著优势,可为LNG轻烃回收的工程设计与现场运行提供重要理论支撑。 展开更多
关键词 液化天然气 轻烃回收 重接触塔 乙烷收率 直接换热工艺(DHX) NSGA-Ⅱ算法
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