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Hybrid method for investigation of electromagnetic scattering from conducting target above the randomly rough surface 被引量:7
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作者 王蕊 郭立新 +1 位作者 麻军 吴振森 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第4期1503-1511,共9页
A current based hybrid method (HM) is proposed which combines the method of moment (MOM) with the Kirchhoff approximation (KA) for the analysis of scattering interaction between a two-dimensional (2D) infinite... A current based hybrid method (HM) is proposed which combines the method of moment (MOM) with the Kirchhoff approximation (KA) for the analysis of scattering interaction between a two-dimensional (2D) infinitely long conducting target with arbitrary cross section and a one-dimensional (1D) Gaussian rough surface. The electromagnetic scattering region in the HM is split into KA region and MOM region. The electric field integral equation (EFIE) in MOM region (target) is derived, the computational time of the HM depends mainly on the number of unknowns of the target. The bistatic scattering coefficient for the infinitely long cylinder above the rough surface with Gaussian roughness spectrum is calculated, and the numerical results are compared and verified with those obtained by the conventional MOM, which shows the high efficiency of the HM. Finally, the influence of the size, location of the target, the rms height and correlation length of the rough surface on the bistatic scattering coefficient with different polarizations is discussed in detail. 展开更多
关键词 method of moment hybrid method Gaussian rough surface bistatic scattering
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NEW HYBRID CONJUGATE GRADIENT METHOD AS A CONVEX COMBINATION OF LS AND FR METHODS 被引量:6
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作者 Sne?ana S.DJORDJEVI? 《Acta Mathematica Scientia》 SCIE CSCD 2019年第1期214-228,共15页
In this paper, we present a new hybrid conjugate gradient algorithm for unconstrained optimization. This method is a convex combination of Liu-Storey conjugate gradient method and Fletcher-Reeves conjugate gradient me... In this paper, we present a new hybrid conjugate gradient algorithm for unconstrained optimization. This method is a convex combination of Liu-Storey conjugate gradient method and Fletcher-Reeves conjugate gradient method. We also prove that the search direction of any hybrid conjugate gradient method, which is a convex combination of two conjugate gradient methods, satisfies the famous D-L conjugacy condition and in the same time accords with the Newton direction with the suitable condition. Furthermore, this property doesn't depend on any line search. Next, we also prove that, moduling the value of the parameter t,the Newton direction condition is equivalent to Dai-Liao conjugacy condition.The strong Wolfe line search conditions are used.The global convergence of this new method is proved.Numerical comparisons show that the present hybrid conjugate gradient algorithm is the efficient one. 展开更多
关键词 hybrid CONJUGATE GRADIENT method CONVEX combination Dai-Liao CONJUGACY condition NEWTON direction
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Design Method for the Power Shifting Transmission of Parallel Hybrid Electric Vehicle 被引量:2
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作者 Xueliang Li Jibin Hu Zengxiong Peng 《Journal of Beijing Institute of Technology》 EI CAS 2020年第1期52-59,共8页
A novel method of scheme design is proposed for power shifting transmissions of parallel hybrid electric vehicles(HEVs).First,shift sequences considering the path of power flow and shift logics are analyzed based on t... A novel method of scheme design is proposed for power shifting transmissions of parallel hybrid electric vehicles(HEVs).First,shift sequences considering the path of power flow and shift logics are analyzed based on the graph theory model,abstracted from the degree-of-freedom(DOF)of the schemes.Second,the scheme of gear-pair and shaft,defined as the scheme that ignores the arrangement of synchronizers,is derived from the basic configuration,defined as the scheme of gear-pair and shaft that contains only one of each type of the variable connections,and the numbers of each type of the variable connections.Finally,a multi-parameter scheme,including the arrangement of synchronizers and gear ratios,is designed to optimize the results of synthesis.This method helps to gain a deeper understanding of the systematic design of other fixed gear transmission schemes,such as automated mechanical transmission,dual clutch transmission,and even some novel multi-input transmission. 展开更多
关键词 hybrid ELECTRIC VEHICLE TRANSMISSION SCHEME novel design method
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Key stress extraction and equivalent test method for hybrid DC circuit breaker 被引量:4
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作者 Chong Gao Xiao Ding +2 位作者 Guangfu Tang Gaoyong Wang Peng Qiu 《Global Energy Interconnection》 2018年第1期29-38,共10页
Firstly, relevant stress properties of millisecond level breaking process and microsecond level commutation process of hybrid HVDC circuit breaker are studied in detail on the basis of the analysis for the application... Firstly, relevant stress properties of millisecond level breaking process and microsecond level commutation process of hybrid HVDC circuit breaker are studied in detail on the basis of the analysis for the application environment and topological structure and operating principles of hybrid circuit breakers, and key stress parameters in transient state process of two time dimensions are extracted. The established digital simulation circuit for PSCAD/EMTDC device-level operation of the circuit breaker has verified the stress properties of millisecond level breaking process and microsecond level commutation process. Then, equivalent test method, circuits and parameters based on LC power supply are proposed on the basis of stress extraction. Finally, the results of implemented breaking tests for complete 200 kV circuit breaker, 100 kV and 50 kV circuit breaker units, as well as single power electronic module have verified the accuracy of the simulation circuit and mathematical analysis. The result of this paper can be a guide to electrical structure and test system design of hybrid HVDC circuit breaker. 展开更多
关键词 MMC-HVDC IGBT series valve hybrid DC circuit breaker STRESS EQUIVALENCE Test method
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Hybrid natural element method for viscoelasticity problems
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作者 周延凯 马永其 +1 位作者 董轶 冯伟 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第1期139-148,共10页
A hybrid natural element method(HNEM) for two-dimensional viscoelasticity problems under the creep condition is proposed. The natural neighbor interpolation is used as the test function, and the discrete equation sy... A hybrid natural element method(HNEM) for two-dimensional viscoelasticity problems under the creep condition is proposed. The natural neighbor interpolation is used as the test function, and the discrete equation system of the HNEM for viscoelasticity problems is obtained using the Hellinger–Reissner variational principle. In contrast to the natural element method(NEM), the HNEM can directly obtain the nodal stresses, which have higher precisions than those obtained using the moving least-square(MLS) approximation. Some numerical examples are given to demonstrate the validity and superiority of this HNEM. 展开更多
关键词 hybrid natural element method VISCOELASTICITY Hellinger–Reissner variational principle meshless method
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Hybrid natural element method for large deformation elastoplasticity problems
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作者 马永其 周延凯 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第3期31-39,共9页
We present the hybrid natural element method(HNEM) for two-dimensional elastoplastic large deformation problems. Sibson interpolation is adopted to construct the shape functions of nodal incremental displacements an... We present the hybrid natural element method(HNEM) for two-dimensional elastoplastic large deformation problems. Sibson interpolation is adopted to construct the shape functions of nodal incremental displacements and incremental stresses. The incremental form of Hellinger–Reissner variational principle for elastoplastic large deformation problems is deduced to obtain the equation system. The total Lagrangian formulation is used to describe the discrete equation system.Compared with the natural element method(NEM), the HNEM has higher computational precision and efficiency in solving elastoplastic large deformation problems. Some numerical examples are selected to demonstrate the advantage of the HNEM for large deformation elastoplasticity problems. 展开更多
关键词 hybrid natural element method large deformation elastoplasticity Hellinger–Reissner variational principle meshless method
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Gradient-augmented hybrid interface capturing method for incompressible two-phase flow
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作者 付峥 吴士玉 刘凯欣 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第6期283-289,共7页
Motivated by inconveniences of present hybrid methods,a gradient-augmented hybrid interface capturing method(GAHM) is presented for incompressible two-phase flow.A front tracking method(FTM) is used as the skeleto... Motivated by inconveniences of present hybrid methods,a gradient-augmented hybrid interface capturing method(GAHM) is presented for incompressible two-phase flow.A front tracking method(FTM) is used as the skeleton of the GAHM for low mass loss and resources.Smooth eulerian level set values are calculated from the FTM interface,and are used for a local interface reconstruction.The reconstruction avoids marker particle redistribution and enables an automatic treatment of interfacial topology change.The cubic Hermit interpolation is employed in all steps of the GAHM to capture subgrid structures within a single spacial cell.The performance of the GAHM is carefully evaluated in a benchmark test.Results show significant improvements of mass loss,clear subgrid structures,highly accurate derivatives(normals and curvatures) and low cost.The GAHM is further coupled with an incompressible multiphase flow solver,Super CE/SE,for more complex and practical applications.The updated solver is evaluated through comparison with an early droplet research. 展开更多
关键词 interface capturing hybrid method mass loss incompressible two-phase flow
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New developments in the multiscale hybrid energy density computational method
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作者 孙敏 王山鹰 +1 位作者 王殿武 王崇愚 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第1期556-564,共9页
Further developments in the hybrid multiscale energy density method are proposed on the basis of our previous papers. The key points are as follows. (i) The theoretical method for the determination of the weight par... Further developments in the hybrid multiscale energy density method are proposed on the basis of our previous papers. The key points are as follows. (i) The theoretical method for the determination of the weight parameter in the energy coupling equation of transition region in multiscale model is given via constructing underdetermined equations. (ii) By applying the developed mathematical method, the weight parameters have been given and used to treat some problems in homogeneous charge density systems, which ,'ire directly related with multiscale science. (iii) A theoretical algorithm has also been presented for treating non-homogeneous systems of charge density. The key to the theoretical computational methods is the decomposition of the electrostatic energy in the total energy of density functional theory for probing the spanning characteristic at atomic scale, layer by layer, by which the choice of chemical elements and the defect complex effect can be understood deeply. (iv) The'numerical computational program and design have also been presented. 展开更多
关键词 hybrid energy density method weight parameters of site energy decomposition of electrostaticenergy
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Singular Hybrid Boundary Node Method for Solving Poisson Equation
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作者 SIMA Yu-zhou ZHU Hong-ping MIAO Yu 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2008年第2期284-291,共8页
As a boundary-type meshless method, the singular hybrid boundary node method(SHBNM) is based on the modified variational principle and the moving least square(MLS) approximation, so it has the advantages of both b... As a boundary-type meshless method, the singular hybrid boundary node method(SHBNM) is based on the modified variational principle and the moving least square(MLS) approximation, so it has the advantages of both boundary element method(BEM) and meshless method. In this paper, the dual reciprocity method(DRM) is combined with SHBNM to solve Poisson equation in which the solution is divided into particular solution and general solution. The general solution is achieved by means of SHBNM, and the particular solution is approximated by using the radial basis function(RBF). Only randomly distributed nodes on the bounding surface of the domain are required and it doesn't need extra equations to compute internal parameters in the domain. The postprocess is very simple. Numerical examples for the solution of Poisson equation show that high convergence rates and high accuracy with a small node number are achievable. 展开更多
关键词 singular hybrid boundary node method dual reciprocity method Poisson equation
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A Simple Deposition Method for Self-Assembling Single Crystalline Hybrid Perovskite Nanostructures
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作者 谢文荣 刘斌 +6 位作者 陶涛 张国刚 张保花 谢自力 陈鹏 陈敦军 张荣 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第6期117-120,共4页
A sequential deposition method is developed, where the hybrid organic-inorganic halide perovskite (CH3NH3Pb (I1-xBrx)3 ) is synthesized using precursor solutions containing CH3NH3I and PbBr2 with different mole ra... A sequential deposition method is developed, where the hybrid organic-inorganic halide perovskite (CH3NH3Pb (I1-xBrx)3 ) is synthesized using precursor solutions containing CH3NH3I and PbBr2 with different mole ratios and reaction times. The perovskite achieved here is quite stable in the atmosphere for a relatively long time without noticeable degradation, and the perovskite nanowires are proved to be single crystalline structure, based on transmission electron microscopy.Furthermore, strong red photoluminescence from perovskite is observed in the wavelength range from 746nm to 770nm with the increase of the reaction time, on account of the exchanges between I- ions and Br- ions in the perovskite crystal. Lastly, the influences of concentration and reaction time of the precursor solutions are discussed, which are important for evolution of hybrid perovskite from nanocuboid to nanowire and nanosheet. 展开更多
关键词 A Simple Deposition method for Self-Assembling Single Crystalline hybrid Perovskite Nanostructures DMF
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混合动力汽车的道路预见性节能技术及一种测评方法
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作者 杨建军 柳东威 +3 位作者 李菁元 柳邵辉 张飞龙 王梦渊 《汽车安全与节能学报》 北大核心 2025年第2期268-276,共9页
为了推动汽车节能国家标准的制定,研究了插电式和非插电式的混合动力汽车的道路预见性节能技术,并提出了一种测试评价方法。提出了用于道路预见性技术使用的地图数据信息及其标准化;采用全局动态规划算法,得到荷电状态(SOC)参考曲线;基... 为了推动汽车节能国家标准的制定,研究了插电式和非插电式的混合动力汽车的道路预见性节能技术,并提出了一种测试评价方法。提出了用于道路预见性技术使用的地图数据信息及其标准化;采用全局动态规划算法,得到荷电状态(SOC)参考曲线;基于比例积分(PI)控制,实现参考SOC的跟踪控制;基于仿真结果分析初始SOC(20%~30%)、测试工况和测试里程等影响因素,提出转鼓实验法,实现标准化测试评价。对某车辆的转鼓测试的节能效果进行评价。结果表明:该车辆的转鼓测试,节能3.97%,SOC变化趋势符合预期。从而,证明了转鼓测试评价方法的可行性。 展开更多
关键词 混合动力汽车 汽车道路预见性节能技术 能量管理 转鼓测试 评价方法
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通过倾斜界面耦合的弹性层散射能量计算模型的混合求解方法
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作者 李欣然 陕耀 周顺华 《力学学报》 北大核心 2025年第4期969-986,共18页
过渡段动力稳定性问题已成为制约400 km/h及以上高铁运营关键难题,亟需从波动和能量的角度探究由基础非均匀引发的线路系统动力响应放大机理.将高铁过渡段车致弹性波传播问题提炼为非均匀介质刚性基弹性层中波的散射问题,采用模态叠加法... 过渡段动力稳定性问题已成为制约400 km/h及以上高铁运营关键难题,亟需从波动和能量的角度探究由基础非均匀引发的线路系统动力响应放大机理.将高铁过渡段车致弹性波传播问题提炼为非均匀介质刚性基弹性层中波的散射问题,采用模态叠加法+有限差分法的混合求解方法构建倾斜界面耦合刚性基弹性层散射计算模型,该模型优势体现在设置有限差分区域有效模拟弹性层材料非均匀变化的同时,保留了两侧连续介质区,这样可在实现网格数量控制的同时,获取各导波模式散射系数并由此分析反射及透射场各导波模式对能量的分配及运载情况,模型两类区域间建立的数学关系也可成功反映模型计算精度与参与计算导波模式数量间正向关系.结果表明:当弹性层耦合界面由垂直转为倾斜后,使原本占据主体能量的透射场基阶模式导波能量发生转移,界面偏转越多,散射场能量的分配越分散,这直接体现在透射场基阶模式能量占比下降上;入射波入射锐角界面时,反射场及透射场的高阶模式导波容易获得更多的能量;在高阶模式导波波函数值沿弹性层厚度起伏分布特征作用下,高阶模式导波分配到更多能量的原因可能与导波复杂传播方向与其位移活跃区间产生更多匹配有关. 展开更多
关键词 高铁过渡段 散射能量 导波模式叠加 有限差分 混合方法
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面向混合单元动网格计算的雅可比弹簧法
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作者 杨帆 杨梦瑶 +3 位作者 江中正 陈丽华 李旭东 陈伟芳 《宇航学报》 北大核心 2025年第3期519-531,共13页
作为最常用的动网格变形方法之一,弹簧法被广泛应用于变体飞行器的变形、气动弹性、多体分离等非定常工程问题的计算。常用的弹簧法刚度系数由线弹簧刚度和扭转弹簧刚度线性叠加组成,但当网格几何尺寸较小时,扭转弹簧刚度远小于线弹簧刚... 作为最常用的动网格变形方法之一,弹簧法被广泛应用于变体飞行器的变形、气动弹性、多体分离等非定常工程问题的计算。常用的弹簧法刚度系数由线弹簧刚度和扭转弹簧刚度线性叠加组成,但当网格几何尺寸较小时,扭转弹簧刚度远小于线弹簧刚度,导致计算时会忽略扭转弹簧刚度对网格变形能力的影响。此外,扭转弹簧刚度公式包含网格面三角形顶角参数,只适用于三角形网格面,无法适用于包含四边形网格面的混合网格变形计算。为了兼顾动网格变形能力的鲁棒性和多种混合网格单元的适配性,引入雅可比参数替代原来扭转弹簧刚度系数中的三角形网格面顶角正弦值,并采用均值不等式改进雅可比参数计算公式,增大狭长网格单元的刚度,从而增强网格变形量分布的合理性以及减少网格边长度不均匀性对网格变形的影响。进一步改进线弹簧和扭转弹簧的组合刚度系数计算公式,以避免在网格几何尺寸较小的条件下忽略扭转弹簧刚度对动网格变形能力的影响。通过改进传统弹簧法提出雅可比弹簧法,并对矩形平动、翼形转动、DLR-F4机翼变形和半球头部变形进行了计算。计算结果表明:相比传统弹簧法,改进后的动网格弹簧方法能够用于混合网格变形计算,并有效提高了变形能力和变形后的网格质量。 展开更多
关键词 动网格 网格变形 混合网格 弹簧法 雅可比法
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基于PE-PO混合方法的海洋大气波导环境下电大目标电磁散射研究
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作者 余洪鑫 冯菊 +1 位作者 欧阳琪翔 廖成 《电波科学学报》 北大核心 2025年第1期29-36,共8页
针对海洋大气波导环境下电大尺寸目标电磁散射特性预测难题,提出了一种结合三维抛物方程(parabolic equation,PE)法和物理光学(physical optics,PO)法的混合计算方法。在该方法中,PE法被用于求解电磁波在背景环境中的传播,PO法被用于计... 针对海洋大气波导环境下电大尺寸目标电磁散射特性预测难题,提出了一种结合三维抛物方程(parabolic equation,PE)法和物理光学(physical optics,PO)法的混合计算方法。在该方法中,PE法被用于求解电磁波在背景环境中的传播,PO法被用于计算目标对雷达波的散射,同时平面波谱分解技术被引入以实现两种算法的有效衔接。为验证该方法的正确性和有效性,对平坦地面上金属球目标的散射进行了模拟,并将结果与多层快速多极子算法(multilevel fast multipole algorithm,MLFMA)和PO法的计算结果进行了对比。然后将该方法应用于不同高度蒸发波导环境下舰船目标的电磁散射预测。结果表明,所提出的PE-PO方法能够有效考虑大气波导对照射激励和目标散射过程的影响,为剖析和理解大气波导环境下电大尺寸目标的电磁散射特性提供了一种新的技术途径。 展开更多
关键词 电磁散射 大气波导 抛物方程(PE)法 物理光学(PO)法 混合方法
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基于混合格林函数法的极地限制航道内船舶水动力特性研究
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作者 杨云涛 湛俊华 +2 位作者 朱仁传 马超 高慧 《船舶力学》 北大核心 2025年第3期374-387,共14页
为了研究极地限制航道内船舶的水动力特性,本文基于三维势流理论建立一种混合格林函数法。该方法在航道流域以自由面格林函数为核函数,在两侧冰覆盖域采用弹性薄板模型模拟海冰并以自动满足冰覆盖水面条件、海底条件和辐射条件的冰面格... 为了研究极地限制航道内船舶的水动力特性,本文基于三维势流理论建立一种混合格林函数法。该方法在航道流域以自由面格林函数为核函数,在两侧冰覆盖域采用弹性薄板模型模拟海冰并以自动满足冰覆盖水面条件、海底条件和辐射条件的冰面格林函数为核函数,分别构建边界积分方程耦合求解。为了提高数值计算效率,积分方程中与冰面格林函数波动部分相关的影响系数通过采用解析公式计算垂向积分来求得。在此基础上,自主开发船舶在冰间限制航道中水动力响应的数值计算程序。以一艘存在计算数据的驳船为研究对象,讨论控制面长度和网格密度对计算收敛性的影响,验证方法和程序的可靠性。进一步对不同航道宽度和冰层厚度下的水动力系数进行计算与分析,结果显示冰间限制航道内船舶的水动力呈振荡变化,并且航道宽度越小、冰层越厚,振荡程度越激烈,船舶受海冰影响越显著。 展开更多
关键词 混合格林函数法 冰间限制航道 水动力 极地
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HYBRID MULTI-OBJECTIVE GRADIENT ALGORITHM FOR INVERSE PLANNING OF IMRT
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作者 李国丽 盛大宁 +3 位作者 王俊椋 景佳 王超 闫冰 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2010年第1期97-101,共5页
The intelligent optimization of a multi-objective evolutionary algorithm is combined with a gradient algorithm. The hybrid multi-objective gradient algorithm is framed by the real number. Test functions are used to an... The intelligent optimization of a multi-objective evolutionary algorithm is combined with a gradient algorithm. The hybrid multi-objective gradient algorithm is framed by the real number. Test functions are used to analyze the efficiency of the algorithm. In the simulation case of the water phantom, the algorithm is applied to an inverse planning process of intensity modulated radiation treatment (IMRT). The objective functions of planning target volume (PTV) and normal tissue (NT) are based on the average dose distribution. The obtained intensity profile shows that the hybrid multi-objective gradient algorithm saves the computational time and has good accuracy, thus meeting the requirements of practical applications. 展开更多
关键词 gradient methods inverse planning multi-objective optimization hybrid gradient algorithm
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基于特征模与物理光学混合方法的海面环境下动态群目标电磁散射快速计算
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作者 王照源 谷继红 +3 位作者 丛洲 何姿 管灵 丁大志 《电波科学学报》 北大核心 2025年第1期37-45,62,共10页
群目标广泛存在于电磁工程中,对其开发高效、准确的仿真方法具有重要意义。针对动态群目标在各个时刻下单元排布可能不同的特点,首先提出了按照单元分组的快速多极子算法,使用特征模方法降低群目标未知量,采用预存储的策略来实现动态群... 群目标广泛存在于电磁工程中,对其开发高效、准确的仿真方法具有重要意义。针对动态群目标在各个时刻下单元排布可能不同的特点,首先提出了按照单元分组的快速多极子算法,使用特征模方法降低群目标未知量,采用预存储的策略来实现动态群目标的高效、准确分析,该方法称为动态群目标的特征模快速分析方法;然后,考虑海面背景对群目标电磁散射的影响,将以上提出的动态群目标的特征模快速分析方法与高频的物理光学法进行结合,提出了一种高低频混合方法。数值算例表明,本文提出的高低频混合方法能够在保证较高计算精度的同时实现动态群目标和海面背景整体的高效电磁特性分析,同时还实现了计算效率和精度之间的合理平衡。 展开更多
关键词 动态群目标 海面背景 高低频混合方法 特征模理论(TCM) 快速多极子算法(FMA) 物理光学(PO)法
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高机动微弱目标非均匀分段混合积累方法
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作者 李佳佳 陶海红 +1 位作者 汪乐 屈澳芃 《西北工业大学学报》 北大核心 2025年第2期398-409,共12页
高机动弱小目标运动状态复杂、散射能量微弱、难以维持长积累时间的信号相干性,从而造成目标回波信号无法有效积累。针对这一问题,提出一种基于非均匀子孔径划分的外辐射源雷达高机动微弱目标混合积累算法。采用广义二分法对长积累时间... 高机动弱小目标运动状态复杂、散射能量微弱、难以维持长积累时间的信号相干性,从而造成目标回波信号无法有效积累。针对这一问题,提出一种基于非均匀子孔径划分的外辐射源雷达高机动微弱目标混合积累算法。采用广义二分法对长积累时间内回波信号进行有效非均匀子孔径划分,以保证单个子孔径内目标信号能量集中至同一距离单元。使用分数阶傅里叶变换校正子孔径内目标能量跨多普勒单元徙动,实现子孔径内目标信号相参积累。利用动态规划算法完成子孔径间目标信号的非相参积累。仿真实验表明,所提方法可以在长时间积累条件下对高机动微弱目标信号能量进行有效积累,并通过对比实验验证了该方法的可行性。 展开更多
关键词 高机动微弱目标 广义二分划分 跨多普勒单元徙动 动态规划 混合积累
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基于GNN和ISPH耦合方法的波浪与结构物相互作用数值模拟研究
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作者 张宁波 倪宝玉 +2 位作者 薛彦卓 武奇刚 袁广宇 《力学学报》 北大核心 2025年第4期816-828,共13页
波浪与结构物相互作用的研究因其在海洋结构物设计、操作及安全性方面的关键性作用而受到广泛关注.作为一种无网格数值方法,不可压缩光滑粒子流体动力学(incompressible smoothed particle hydrodynamics,ISPH)方法正逐渐成为研究波浪... 波浪与结构物相互作用的研究因其在海洋结构物设计、操作及安全性方面的关键性作用而受到广泛关注.作为一种无网格数值方法,不可压缩光滑粒子流体动力学(incompressible smoothed particle hydrodynamics,ISPH)方法正逐渐成为研究波浪与结构相互作用问题的潜力工具.在传统的ISPH方法中,压力是通过求解压力泊松方程(pressure Poisson equation,PPE)获得的,这是整个计算过程最为耗时的部分.采用一种图神经网络(graph neural network,GNN)与ISPH相结合的耦合方法(ISPH_GNN)对波浪与结构物相互作用展开数值模拟研究.在ISPH_GNN中,GNN模型用于预测流体压力,取代了传统ISPH方法中的PPE求解过程.文章的一项贡献是揭示了基于相对简单算例生成的数据训练的GNN模型可以有效地应用于相对更复杂的波浪与结构物相互作用问题.具体而言,本文采用基于溃坝和液舱晃荡算例数据训练而成的GNN模型,并将其与ISPH方法相结合,构建了ISPH_GNN方法,以模拟不同的波浪与结构相互作用问题,包括孤立波冲击阶梯结构、规则波冲击水下梯形结构物和规则波与浮式箱体的相互作用.仿真结果显示,ISPH_GNN在这些不同场景下均能提供令人满意的模拟结果,展现了其在波浪与结构相互作用问题上的良好泛化能力.文章的另一项重要贡献在于,与传统ISPH方法相比,ISPH_GNN在取得相似甚至略高计算精度的同时,显著提升了压力预测的计算效率,尤其是在处理大规模粒子数的波浪-结构物相互作用仿真时.例如,在包含130万粒子的模拟工况下,ISPH_GNN的压力预测速度提升了多达93倍.研究结果突显了ISPH_GNN方法在波浪-结构物相互作用仿真中的巨大潜力,可为海洋工程提供一种更具可扩展性和计算高效性的仿真工具. 展开更多
关键词 波浪与结构物相互作用 不可压缩光滑粒子流体动力学 图神经网络 耦合方法 压力泊松方程 压力 预测
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一种适用于低压涡轮叶片转捩-分离流预测的极大涡模拟方法
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作者 穆宇旸 徐家宽 +3 位作者 李艺 郑国雨 乔磊 白俊强 《推进技术》 北大核心 2025年第5期44-55,共12页
在航空发动机领域中,大负荷低压涡轮叶片表面的流动受强逆压梯度影响,易产生具有高度非定常特性的转捩-分离流。而基于雷诺平均方法(Reynolds Averaged Navier-Stokes,RANS)的转捩模型难以对该现象进行精确模拟。为了提升预测精度,本研... 在航空发动机领域中,大负荷低压涡轮叶片表面的流动受强逆压梯度影响,易产生具有高度非定常特性的转捩-分离流。而基于雷诺平均方法(Reynolds Averaged Navier-Stokes,RANS)的转捩模型难以对该现象进行精确模拟。为了提升预测精度,本研究在改进的极大涡模拟方法(Very Large Eddy Simulation,VLES)基础上耦合适用于叶轮机械流动的γ转捩模型,从而形成了γ-VLES混合预测模型。本研究采用该模型对Pak-B低压涡轮叶片表面的层流分离泡诱导转捩及分离流演化现象进行预测。研究结果表明:γ-VLES模型能够准确计算叶片表面的时均压力系数和速度型,并展现了长分离泡内部瞬态流场中周期性涡的演化脱落过程。模拟结果与实验结果高度吻合,有效克服了RANS框架下γ-Re_(θt)和γ转捩模型在转捩-分离流预测方面的局限。 展开更多
关键词 计算流体力学 RANS/LES混合方法 极大涡模拟 低压涡轮叶片 层流分离泡诱导转捩
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