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MatDEM-fast matrix computing of the discrete element method 被引量:7
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作者 Chun Liu Hui Liu Hongyong Zhang 《Earthquake Research Advances》 CSCD 2021年第3期1-7,共7页
Discrete element method can effectively simulate the discontinuity,inhomogeneity and large deformation and failure of rock and soil.Based on the innovative matrix computing of the discrete element method,the highperfo... Discrete element method can effectively simulate the discontinuity,inhomogeneity and large deformation and failure of rock and soil.Based on the innovative matrix computing of the discrete element method,the highperformance discrete element software MatDEM may handle millions of elements in one computer,and enables the discrete element simulation at the engineering scale.It supports heat calculation,multi-field and fluidsolid coupling numerical simulations.Furthermore,the software integrates pre-processing,solver,postprocessing,and powerful secondary development,allowing recompiling new discrete element software.The basic principles of the DEM,the implement and development of the MatDEM software,and its applications are introduced in this paper.The software and sample source code are available online(http://matdem.com). 展开更多
关键词 Discrete element method HIGH-PERFORMANCE MatDEM Matrix computing
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A novel paradigm for solving PDEs:multi-scale neural computing
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作者 Wei Suo Weiwei Zhang 《Acta Mechanica Sinica》 2025年第6期76-92,共17页
Numerical simulation is dominant in solving partial differential equations(PDEs),but balancing fine-grained grids with low computational costs is challenging.Recently,solving PDEs with neural networks(NNs)has gained i... Numerical simulation is dominant in solving partial differential equations(PDEs),but balancing fine-grained grids with low computational costs is challenging.Recently,solving PDEs with neural networks(NNs)has gained interest,yet cost-effectiveness and high accuracy remain a challenge.This work introduces a novel paradigm for solving PDEs,called multi-scale neural computing(MSNC),considering spectral bias of NNs and local approximation properties in the finite difference method(FDM).The MSNC decomposes the solution with a NN for efficient capture of global scale and the FDM for detailed description of local scale,aiming to balance costs and accuracy.Demonstrated advantages include higher accuracy(10 times for 1D PDEs,20 times for 2D PDEs)and lower costs(4 times for 1D PDEs,16 times for 2D PDEs)than the standard FDM.The MSNC also exhibits stable convergence and rigorous boundary condition satisfaction,showcasing the potential for hybrid of NN and numerical method. 展开更多
关键词 Neural computing Partial differential equations Hybrid strategy Numerical methods Neural networks
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Computing methods for icosahedral and symmetry-mismatch reconstruction of viruses by cryo-electron microscopy
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作者 Bin Zhu Lingpeng Cheng Hongrong Liu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第5期12-21,共10页
Three-dimensional(3 D)reconstruction of icosahedral viruses has played a crucial role in the development of cryoelectron microscopy single-particle reconstruction,with many cryo-electron microscopy techniques first es... Three-dimensional(3 D)reconstruction of icosahedral viruses has played a crucial role in the development of cryoelectron microscopy single-particle reconstruction,with many cryo-electron microscopy techniques first established for structural studies of icosahedral viruses,owing to their high symmetry and large mass.This review summarizes the computational methods for icosahedral and symmetry-mismatch reconstruction of viruses,as well as the likely challenges and bottlenecks in virus reconstruction,such as symmetry mismatch reconstruction,contrast transformation function(CTF)correction,and particle distortion. 展开更多
关键词 cryo-electron microscopy icosahedral virus computational method three-dimensional reconstruction symmetry-mismatch reconstruction
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Assessment of slurry chamber clogging alleviation during ultra-large-diameter slurry tunnel boring machine tunneling in hard-rock using computational fluid dynamics-discrete element method:A case study
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作者 Yidong Guo Xinggao Li +2 位作者 Dalong Jin Hongzhi Liu Yingran Fang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第8期4715-4734,共20页
To fundamentally alleviate the excavation chamber clogging during slurry tunnel boring machine(TBM)advancing in hard rock,large-diameter short screw conveyor was adopted to slurry TBM of Qingdao Jiaozhou Bay Second Un... To fundamentally alleviate the excavation chamber clogging during slurry tunnel boring machine(TBM)advancing in hard rock,large-diameter short screw conveyor was adopted to slurry TBM of Qingdao Jiaozhou Bay Second Undersea Tunnel.To evaluate the discharging performance of short screw conveyor in different cases,the full-scale transient slurry-rock two-phase model for a short screw conveyor actively discharging rocks was established using computational fluid dynamics-discrete element method(CFD-DEM)coupling approach.In the fluid domain of coupling model,the sliding mesh technology was utilized to describe the rotations of the atmospheric composite cutterhead and the short screw conveyor.In the particle domain of coupling model,the dynamic particle factories were established to produce rock particles with the rotation of the cutterhead.And the accuracy and reliability of the CFD-DEM simulation results were validated via the field test and model test.Furthermore,a comprehensive parameter analysis was conducted to examine the effects of TBM operating parameters,the geometric design of screw conveyor and the size of rocks on the discharging performance of short screw conveyor.Accordingly,a reasonable rotational speed of screw conveyor was suggested and applied to Jiaozhou Bay Second Undersea Tunnel project.The findings in this paper could provide valuable references for addressing the excavation chamber clogging during ultra-large-diameter slurry TBM tunneling in hard rock for similar future. 展开更多
关键词 Slurry tunnel boring machine(TBM) Short screw conveyor Slurry chamber clogging Computational fluid dynamics-discrete element method(CFD-DEM)coupled modeling Engineering application
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NUMERICAL SIMULATION OF UNSTEADY-STATE UNDEREXPANDED JET USING DISCONTINUOUS GALERKIN FINITE ELEMENT METHOD 被引量:3
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作者 陈二云 李志刚 +3 位作者 马大为 乐贵高 赵改平 任杰 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2008年第2期89-93,共5页
A discontinuous Galerkin finite element method (DG-FEM) is developed for solving the axisymmetric Euler equations based on two-dimensional conservation laws. The method is used to simulate the unsteady-state underex... A discontinuous Galerkin finite element method (DG-FEM) is developed for solving the axisymmetric Euler equations based on two-dimensional conservation laws. The method is used to simulate the unsteady-state underexpanded axisymmetric jet. Several flow property distributions along the jet axis, including density, pres- sure and Mach number are obtained and the qualitative flowfield structures of interest are well captured using the proposed method, including shock waves, slipstreams, traveling vortex ring and multiple Mach disks. Two Mach disk locations agree well with computational and experimental measurement results. It indicates that the method is robust and efficient for solving the unsteady-state underexpanded axisymmetric jet. 展开更多
关键词 jets computational fluid dynamics multiple Mach disks vortex ring discontinuous Galerkin finite element method
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Direct computing methods for turn flows in traffic assignment
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作者 任刚 王炜 《Journal of Southeast University(English Edition)》 EI CAS 2005年第2期225-228,共4页
Two methods based on a slight modification of the regular traffic assignmentalgorithms are proposed to directly compute turn flows instead of estimating them from link flows orobtaining them by expanding the networks.... Two methods based on a slight modification of the regular traffic assignmentalgorithms are proposed to directly compute turn flows instead of estimating them from link flows orobtaining them by expanding the networks. The first one is designed on the path-turn incidencerelationship, and it is similar to the computational procedure of link flows. It applies to thetraffic assignment algorithms that can provide detailed path structures. The second utilizes thelink-turn incidence relationship and the conservation of flow on links, a law deriving from thisrelationship. It is actually an improved version of Dial's logit assignment algorithm. The proposedapproaches can avoid the shortcomings both of the estimation methods, e. g. Furness's model andFrator's model, and of the network-expanding method in precision, stability and computation scale.Finally, they are validated by numerical examples. 展开更多
关键词 turn flow traffic assignment Dial's algorithm directly computing method
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动态系统理论的SCS创客教学法对护生临床实践能力的影响
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作者 张立元 周丽娟 +3 位作者 邹莉 王琪 张文珺 韩银风 《泰州职业技术学院学报》 2025年第6期109-112,共4页
目的探索创客教学法对护理实习生临床实践能力的影响。方法采用随机数字表法将2023年8月至2024年8月在我院护理实习生随机分为干预组和对照组,每组80人。干预组使用SCS创客教学法进行授课,对照组采用传统教学方法。收集的数据使用SPSS 2... 目的探索创客教学法对护理实习生临床实践能力的影响。方法采用随机数字表法将2023年8月至2024年8月在我院护理实习生随机分为干预组和对照组,每组80人。干预组使用SCS创客教学法进行授课,对照组采用传统教学方法。收集的数据使用SPSS 26.0软件进行统计分析,符合正态分布的定量资料,使用均数±标准差(x±s)进行描述。干预措施的综合效应比较采用重复测量方差分析方法。结果重复测量方差分析结果显示,两组护生在评判性思维、职业认同感等方面具有显著的统计学差异(P<0.05)。结论基于动态系统理论的SCS创客教学法有助于提升专科及以上护理实习生专业能力、创新能力、自主学习能力、评判性思维能力、职业认同感。 展开更多
关键词 动态系统理论 scS创客教学法 护理实习生
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Extended multiscale finite element method for mechanical analysis of heterogeneous materials 被引量:6
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作者 Hong-Wu Zhang·Jing-Kai Wu·Jun L·Zhen-Dong Fu State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Faculty of Vehicle Engineering and Mechanics, Dalian University of Technology,Dalian 116024,China 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第6期899-920,共22页
An extended multiscale finite element method (EMsFEM) is developed for solving the mechanical problems of heterogeneous materials in elasticity.The underlying idea of the method is to construct numerically the multi... An extended multiscale finite element method (EMsFEM) is developed for solving the mechanical problems of heterogeneous materials in elasticity.The underlying idea of the method is to construct numerically the multiscale base functions to capture the small-scale features of the coarse elements in the multiscale finite element analysis.On the basis of our existing work for periodic truss materials, the construction methods of the base functions for continuum heterogeneous materials are systematically introduced. Numerical experiments show that the choice of boundary conditions for the construction of the base functions has a big influence on the accuracy of the multiscale solutions, thus,different kinds of boundary conditions are proposed. The efficiency and accuracy of the developed method are validated and the results with different boundary conditions are verified through extensive numerical examples with both periodic and random heterogeneous micro-structures.Also, a consistency test of the method is performed numerically. The results show that the EMsFEM can effectively obtain the macro response of the heterogeneous structures as well as the response in micro-scale,especially under the periodic boundary conditions. 展开更多
关键词 Extended multiscale finite element method Heterogeneous material Base function Downscaling computation
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基于SCS模型绿色屋顶径流系数变化模拟
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作者 张启照 申红彬 《中国农村水利水电》 北大核心 2025年第3期8-13,共6页
绿色屋顶作为城市低影响开发与海绵城市建设的重要基础设施之一,如何建立一种简单实用的降雨径流计算方法,并以径流系数为重要指标,进而评价其降雨径流削减效应是一个重要的问题。根据绿色屋顶不同场次降雨径流实测数据,在SCS模型降雨... 绿色屋顶作为城市低影响开发与海绵城市建设的重要基础设施之一,如何建立一种简单实用的降雨径流计算方法,并以径流系数为重要指标,进而评价其降雨径流削减效应是一个重要的问题。根据绿色屋顶不同场次降雨径流实测数据,在SCS模型降雨径流深计算公式的基础上,进一步推导建立了径流系数的计算表达式,并采用事件分析法,通过合理确定初损量以反推计算当时可能最大滞留量,分析当时可能最大滞留量随时间的变化规律。结果表明,初损量与当时可能最大滞留量基本呈线性关系,平均初损率约为0.28;当时可能最大滞留量在降雨期受雨水截留作用会有所减小,随后在非降雨期逐步得到恢复,且总体呈现出初始恢复速率较快、随后逐渐降低、最后趋近于0的变化趋势,据此推导建立了当时可能最大滞留量随时间(包括降雨期与非降雨期)变化的计算表达式。基于SCS模型径流深与径流系数计算公式,结合绿色屋顶当时可能最大滞留量随时间变化的计算表达式,对绿色屋顶不同场次降雨径流深与径流系数进行连续演算模拟,并分别采用确定性系数R2与Nash-Sutcliffe效率系数NSE对模型效果进行评价。结果表明,不同场次降雨径流深与径流系数计算值与实测值的变化趋势基本吻合,相应R2值分别为0.93、0.85,NSE值分别为0.94、0.85,具有良好的模拟效果。 展开更多
关键词 绿色屋顶 scS模型 事件分析法 当时可能最大滞留量 径流系数
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Multi-domain Spectral Immersed Interface Method for Solving Elliptic Equation with a Global Description of Discontinuous Functions 被引量:1
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作者 JIANG Yongsong LIANG An +1 位作者 SUN Xiaofeng JING Xiaodong 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2012年第3期297-310,共14页
This paper presents the extension of the global description approach of a discontinuous function, which is proposed in the previous paper, to a spectral domain decomposition method. This multi-domain spectral immersed... This paper presents the extension of the global description approach of a discontinuous function, which is proposed in the previous paper, to a spectral domain decomposition method. This multi-domain spectral immersed interlace method(IIM) divides the whole computation domain into the smooth and discontinuous parts. Fewer points on the smooth domains are used via taking advantage of the high accuracy property of the spectral method, but more points on the discontinuous domains are employed to enhance the resolution of the calculation. Two that the domain decomposition technique can placed around the discontinuity. The present reached, in spite of the enlarged computational discontinuous problems are tested to verify the present method. The results show reduce the error of the spectral IIM, especially when more collocation points are method is t:avorable for the reason that the same level of the accuracy can be domain. 展开更多
关键词 computational aerodynamics immersed interface method immersed boundary method Chebyshev spectral method domain decomposition method
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Comparison of SCS and Green-Ampt Methods in Surface Runoff-Flooding Simulation for Klang Watershed in Malaysia 被引量:2
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作者 Reza Kabiri Andrew Chan Ramani Bai 《Open Journal of Modern Hydrology》 2013年第3期102-114,共13页
The main aim in this research is comparison the parameters of some storm events in the watershed using two loss models in Unit hydrograph method by HEC-HMS. SCS Curve Number and Green-Ampt methods by developing loss m... The main aim in this research is comparison the parameters of some storm events in the watershed using two loss models in Unit hydrograph method by HEC-HMS. SCS Curve Number and Green-Ampt methods by developing loss model as a major component in runoff and flood modeling. The study is conducted in the Kuala Lumpurwatershed with674 km2 area located in Klang basin inMalaysia. The catchment delineation is generated for the Klang watershed to get sub-watershed parameters by using HEC-GeoHMS extension in ARCGIS. Then all the necessary parameters are assigned to the models applied in this study to run the runoff and flood model. The results showed that there was no significant difference between the SCS-CN and Green-Ampt loss method applied in the Klang watershed. Estimated direct runoff and Peak discharge (r = 0.98) indicates a statistically positive correlations between the results of the study. And also it has been attempted to use objective functions in HEC-HMS (percent error peaks and percent error volume) to classify the methods. The selection of best method is on the base of considering least difference between the results of simulation to observed events in hydrographs so that it can address which model is suit for runoff-flood simulation in Klang watershed. Results showed that SCS CN and Green-Ampt methods, in three events by fitting with percent error in peak and percent error in volume had no significant difference. 展开更多
关键词 scS Curve Number Green-Ampt Loss method GIS HEC-Geo-HMS HEC-HMS RUNOFF FLOOD Modeling
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Computational fluid dynamics-discrete element method simulation of stirred tank reactor for graphene production 被引量:1
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作者 Shuaishuai Zhou Jing Li +5 位作者 Kaixiang Pang Chunxi Lu Feng Zhu Congzhen Qiao Yajie Tian Jingwei Zhang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第12期196-207,共12页
Liquid phase exfoliation(LPE)process for graphene production is usually carried out in stirred tank reactor and the interactions between the solvent and the graphite particles are important as to improve the productio... Liquid phase exfoliation(LPE)process for graphene production is usually carried out in stirred tank reactor and the interactions between the solvent and the graphite particles are important as to improve the production efficiency.In this paper,these interactions were revealed by computational fluid dynamics–discrete element method(CFD-DEM)method.Based on simulation results,both liquid phase flow hydrodynamics and particle motion behavior have been analyzed,which gave the general information of the multiphase flow behavior inside the stirred tank reactor as to graphene production.By calculating the threshold at the beginning of graphite exfoliation process,the shear force from the slip velocity was determined as the active force.These results can support the optimization of the graphene production process. 展开更多
关键词 Computational fluid dynamics Discrete element method Stirred tank LPE process Liquid-particle interactions
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Application of GIS-based SCS-CN method in West Bank catchments,Palestine 被引量:9
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作者 Sameer SHADEED Mohammad ALMASRI 《Water Science and Engineering》 EI CAS 2010年第1期1-13,共13页
Among the most basic challenges of hydrology are the prediction and quantification of catchment surface runoff. The runoff curve number (CN) is a key factor in determining runoff in the SCS (Soil Conservation Serv... Among the most basic challenges of hydrology are the prediction and quantification of catchment surface runoff. The runoff curve number (CN) is a key factor in determining runoff in the SCS (Soil Conservation Service) based hydrologic modeling method. The traditional SCS-CN method for calculating the composite curve number is very tedious and consumes a major portion of the hydrologic modeling time. Therefore, geographic information systems (G/S) are now being used in combination with the SCS-CN method. This paper assesses the modeling of flow in West Bank catchments using the GIS-based SCS-CN method. The West Bank, Palestine, is characterized as an arid to semi-arid region with annual rainfall depths ranging between 100 mm in the vicinity of the Jordan River to 700 mm in the mountains extending across the central parts of the region. The estimated composite curve number for the entire West Bank is about 50 assuming dry conditions. This paper clearly demonstrates that the integration of GIS with the SCS-CN method provides a powerful tool for estimating runoff volumes in West Bank catchments, representing arid to semi-arid catchments of Palestine. 展开更多
关键词 GIS scS-CN method surface runoff West Bank catchments arid and semiarid regions
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Object-Oriented Design for FDTD Visual Scientific Computing
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作者 Dong, X. Wang, W. Wang, G. 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第3期71-75,共5页
A scheme for general purposed FDTD visual scientific computing software is introduced in this paper using object-oriented design (OOD) method. By abstracting the parameters of FDTD grids to an individual class and sep... A scheme for general purposed FDTD visual scientific computing software is introduced in this paper using object-oriented design (OOD) method. By abstracting the parameters of FDTD grids to an individual class and separating from the iteration procedure, the visual software can be adapted to more comprehensive computing problems. Real-time gray degree graphic and wave curve of the results can be achieved using DirectX technique. The special difference equation and data structure in dispersive medium are considered, and the peculiarity of parameters in perfectly matched layer are also discussed. 展开更多
关键词 Computational methods Computer aided design Data structures Difference equations Finite difference method Iterative methods Natural sciences computing Object oriented programming Parameter estimation Three dimensional computer graphics Time domain analysis
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A PARALLEL COMPUTATION SCHEME FOR IMPLICIT RUNGE-KUTTA METHODS AND THE ITERATIVELY B-CONVERGENCE OF ITS NEWTON ITERATIVE PROCESS
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作者 赵双锁 王昌银 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 1994年第1期54-66,共13页
In this paper, based on the implicit Runge-Kutta(IRK) methods, we derive a class of parallel scheme that can be implemented on the parallel computers with Ns(N is a positive even number) processors efficiently, and di... In this paper, based on the implicit Runge-Kutta(IRK) methods, we derive a class of parallel scheme that can be implemented on the parallel computers with Ns(N is a positive even number) processors efficiently, and discuss the iteratively B-convergence of the Newton iterative process for solving the algebraic equations of the scheme, secondly we present a strategy providing initial values parallelly for the iterative process. Finally, some numerical results show that our parallel scheme is higher efficient as N is not so large. 展开更多
关键词 IMPLICIT Range-Kutta methods NEWTON ITERATIVE process parallel COMPUTATION iteratively B-CONVERGENCE
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Dynamic Factor Method of Computing Dynamic Mathematical Model for System Simulation
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作者 老大中 吴娟 +1 位作者 杨策 蒋滋康 《Journal of Beijing Institute of Technology》 EI CAS 2003年第2期143-148,共6页
The computational methods of a typical dynamic mathematical model that can describe the differential element and the inertial element for the system simulation are researched. The stability of numerical solutions of t... The computational methods of a typical dynamic mathematical model that can describe the differential element and the inertial element for the system simulation are researched. The stability of numerical solutions of the dynamic mathematical model is researched. By means of theoretical analysis, the error formulas, the error sign criteria and the error relationship criterion of the implicit Euler method and the trapezoidal method are given, the dynamic factor affecting the computational accuracy has been found, the formula and the methods of computing the dynamic factor are given. The computational accuracy of the dynamic mathematical model like this can be improved by use of the dynamic factor. 展开更多
关键词 system simulation dynamic mathematical model computational method dynamic factor ERROR
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Effect of a two-phase wedge-sliding model on the ingredient drift of a stable mixed fluid and its computing method
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作者 韩志宏 刘佐民 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第8期314-322,共9页
A two-phase wedge-sliding model is developed based on the micro-cellular structure and minimum entropy theory of a stable system, and it is used to describe the ingredient distribution of a mixed fluid in a non-unifor... A two-phase wedge-sliding model is developed based on the micro-cellular structure and minimum entropy theory of a stable system, and it is used to describe the ingredient distribution of a mixed fluid in a non-uniform stress field and to analyse its phase drift phenomenon. In the model, the drift-inhibition angle and the expansion-inhibition angle are also deduced and used as evaluating indexes to describe the drifting trend of different ingredients among the mixed fluids. For solving above two indexes of the model, a new calculation method is developed and used to compute the phase distributions of multiphase fluid at peak stress and gradient area stress, respectively. As an example, the flow process of grease in a pipe is analysed by simulation method and used to verify the validity of the model. 展开更多
关键词 mixed fluid ingredient drift wedge-sliding model computing method
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A fast computing method to distinguish the hyperbolic trajectory of an non-autonomous system
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作者 贾蒙 樊养余 田维坚 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第3期295-299,共5页
Attempting to find a fast computing method to DHT (distinguished hyperbolic trajectory), this study first proves that the errors of the stable DHT can be ignored in normal direction when they are computed as the tra... Attempting to find a fast computing method to DHT (distinguished hyperbolic trajectory), this study first proves that the errors of the stable DHT can be ignored in normal direction when they are computed as the trajectories extend. This conclusion means that the stable flow with perturbation will approach to the real trajectory as it extends over time. Based on this theory and combined with the improved DHT computing method, this paper reports a new fast computing method to DHT, which magnifies the DHT computing speed without decreasing its accuracy. 展开更多
关键词 Distinguished hyperbolic trajectory non-autonomous system fast computing method manifold
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A Parallel Computational Scheme on Hybrid Methods
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作者 Zhao ShuangsuoDepartment of Mathematics, Lanzhou University, Lanzhou 730000Wang ChangyinInst. of Mech. & Elec. Eng., Gansu University of Technology, Lanzhou 730050 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1994年第4期8-18,共11页
Based on the efficient hybrid methods for solving initial value problems of stiff ODEs, this paper derives a parallel scheme that can be used to solve the problems on parallel computers with N processors, and discusse... Based on the efficient hybrid methods for solving initial value problems of stiff ODEs, this paper derives a parallel scheme that can be used to solve the problems on parallel computers with N processors, and discusses the iteratively B-convergence of the Newton iterative process, finally, the paper provides some numberical results which show that the parallel scheme is highly efficient as N is not too large. 展开更多
关键词 Hybrid methods Parallel computation Iteratively B-convergence.
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Highly-Efficient Aerodynamic Optimal Design of Rotor Airfoil Using Viscous Adjoint Method
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作者 Wu Qi Zhao Qijun Wang Qing 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2017年第2期134-142,共9页
In order to overcome the efficiency problem of the conventional gradient-based optimal design method,a highly-efficient viscous adjoint-based RANS equations method is applied to the aerodynamic optimal design of hover... In order to overcome the efficiency problem of the conventional gradient-based optimal design method,a highly-efficient viscous adjoint-based RANS equations method is applied to the aerodynamic optimal design of hovering rotor airfoil.The C-shaped body-fitted mesh is firstly automatically generated around the airfoil by solving the Poisson equations,and the Navier-Stokes(N-S)equations combined with Spalart-Allmaras(S-A)one-equation turbulence model are used as the governing equations to acquire the reliable flowfield variables.Then,according to multi-constrained characteristics of the optimization of high lift/drag ratio for hovering rotor airfoil,its corresponding adjoint equations,boundary conditions and gradient expressions are newly derived.On these bases,two representative rotor airfoils,NACA0012 airfoil and SC1095 airfoil,are selected as numerical examples to optimize their synthesized aerodynamic characteristics about lift/drag ratio in hover,and better aerodynamic performance of optimal airfoils are obtained compared with the baseline.Furthermore,the new designed rotor with the optimized rotor airfoil has better hover aerodynamic characteristics compared with the baseline rotor.In contrast to the baseline airfoils optimized by the finite difference method,it is demonstrated that the adjoint optimal algorithm itself is practical and highly-efficient for the aerodynamic optimization of hover rotor airfoil. 展开更多
关键词 rotor airfoil viscous adjoint method aerodynamic characteristics MULTI-CONSTRAINTS computational fluid dynamics(CFD) highly efficiency
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