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Diagonal form fast multipole boundary element method for 2D acoustic problems based on Burton-Miller boundary integral equation formulation and its applications 被引量:1
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作者 吴海军 蒋伟康 Y.J.LIU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2011年第8期981-996,共16页
This paper describes formulation and implementation of the fast multipole boundary element method (FMBEM) for 2D acoustic problems. The kernel function expansion theory is summarized, and four building blocks of the... This paper describes formulation and implementation of the fast multipole boundary element method (FMBEM) for 2D acoustic problems. The kernel function expansion theory is summarized, and four building blocks of the FMBEM are described in details. They are moment calculation, moment to moment translation, moment to local translation, and local to local translation. A data structure for the quad-tree construction is proposed which can facilitate implementation. An analytical moment expression is derived, which is more accurate, stable, and efficient than direct numerical computation. Numerical examples are presented to demonstrate the accuracy and efficiency of the FMBEM, and radiation of a 2D vibration rail mode is simulated using the FMBEM. 展开更多
关键词 2D acoustic wave problem Helmholtz equation fast multipole method boundary element method
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A wideband fast multipole boundary element method for half-space/plane-symmetric acoustic wave problems 被引量:3
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作者 Chang-Jun Zheng Hai-Bo Chen Lei-Lei Chen 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2013年第2期219-232,共14页
This paper presents a novel wideband fast multipole boundary element approach to 3D half-space/planesymmetric acoustic wave problems.The half-space fundamental solution is employed in the boundary integral equations s... This paper presents a novel wideband fast multipole boundary element approach to 3D half-space/planesymmetric acoustic wave problems.The half-space fundamental solution is employed in the boundary integral equations so that the tree structure required in the fast multipole algorithm is constructed for the boundary elements in the real domain only.Moreover,a set of symmetric relations between the multipole expansion coefficients of the real and image domains are derived,and the half-space fundamental solution is modified for the purpose of applying such relations to avoid calculating,translating and saving the multipole/local expansion coefficients of the image domain.The wideband adaptive multilevel fast multipole algorithm associated with the iterative solver GMRES is employed so that the present method is accurate and efficient for both lowand high-frequency acoustic wave problems.As for exterior acoustic problems,the Burton-Miller method is adopted to tackle the fictitious eigenfrequency problem involved in the conventional boundary integral equation method.Details on the implementation of the present method are described,and numerical examples are given to demonstrate its accuracy and efficiency. 展开更多
关键词 Helmholtz equation·boundary element method·Half-space/plane-symmetric problem·Wideband fast multipole method·Noise barrier
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Topology Optimization of Sound-Absorbing Materials for Two-Dimensional Acoustic Problems Using Isogeometric Boundary Element Method
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作者 Jintao Liu Juan Zhao Xiaowei Shen 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第2期981-1003,共23页
In this work,an acoustic topology optimizationmethod for structural surface design covered by porous materials is proposed.The analysis of acoustic problems is performed using the isogeometric boundary elementmethod.T... In this work,an acoustic topology optimizationmethod for structural surface design covered by porous materials is proposed.The analysis of acoustic problems is performed using the isogeometric boundary elementmethod.Taking the element density of porousmaterials as the design variable,the volume of porousmaterials as the constraint,and the minimum sound pressure or maximum scattered sound power as the design goal,the topology optimization is carried out by solid isotropic material with penalization(SIMP)method.To get a limpid 0–1 distribution,a smoothing Heaviside-like function is proposed.To obtain the gradient value of the objective function,a sensitivity analysis method based on the adjoint variable method(AVM)is proposed.To find the optimal solution,the optimization problems are solved by the method of moving asymptotes(MMA)based on gradient information.Numerical examples verify the effectiveness of the proposed topology optimization method in the optimization process of two-dimensional acoustic problems.Furthermore,the optimal distribution of sound-absorbingmaterials is highly frequency-dependent and usually needs to be performed within a frequency band. 展开更多
关键词 boundary element method isogeometric analysis two-dimensional acoustic analysis sound-absorbing materials topology optimization adjoint variable method
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Three-dimensional acoustic propagation model for shallow waters based on an indirect boundary element method
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作者 Edmundo F.Lavia Juan D.Gonzalez Silvia Blanc 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第5期485-495,共11页
This work has a two-fold purpose.On the one hand,the theoretical formulation of a three-dimensional(3D)acoustic propagation model for shallow waters with a constant sound speed is presented,based on the boundary eleme... This work has a two-fold purpose.On the one hand,the theoretical formulation of a three-dimensional(3D)acoustic propagation model for shallow waters with a constant sound speed is presented,based on the boundary element method(BEM),which uses a half-space Green function instead of the more conventional free-space Green function.On the other hand,a numerical implementation is illustrated to explore the formulation in simple idealized cases,controlled by a few parameters,which provides necessary tests for the accuracy and performance of the model.The half-space Green's function,which has been previously used in scattering and diffraction,adds terms to the usual expressions of the integral operators without altering their continuity properties.Verifications against the wavenumber integration solution of the Pekeris waveguide suggest that the model allows an adequate prediction for the acoustic field.Likewise,numerical experiments in relation to the necessary mesh size for the description of the water-marine sediment interface lead to the conclusion that a transmission loss prediction with acceptable accuracy can be obtained with the use of a limited mesh around the desired evaluation region. 展开更多
关键词 three-dimensional acoustic propagation boundary element method half-space Green function
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General and efficient parallel approach of finite element-boundary integral-multilevel fast multipole algorithm 被引量:3
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作者 Pan Xiaomin Sheng Xinqing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第2期207-212,共6页
A general and efficient parallel approach is proposed for the first time to parallelize the hybrid finiteelement-boundary-integral-multi-level fast multipole algorithm (FE-BI-MLFMA). Among many algorithms of FE-BI-M... A general and efficient parallel approach is proposed for the first time to parallelize the hybrid finiteelement-boundary-integral-multi-level fast multipole algorithm (FE-BI-MLFMA). Among many algorithms of FE-BI-MLFMA, the decomposition algorithm (DA) is chosen as a basis for the parallelization of FE-BI-MLFMA because of its distinct numerical characteristics suitable for parallelization. On the basis of the DA, the parallelization of FE-BI-MLFMA is carried out by employing the parallelized multi-frontal method for the matrix from the finiteelement method and the parallelized MLFMA for the matrix from the boundary integral method respectively. The programming and numerical experiments of the proposed parallel approach are carried out in the high perfor- mance computing platform CEMS-Liuhui. Numerical experiments demonstrate that FE-BI-MLFMA is efficiently parallelized and its computational capacity is greatly improved without losing accuracy, efficiency, and generality. 展开更多
关键词 finite element-boundary integral-multilevel fast multipole algorithm parallelization.
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Application of dual reciprocity boundary element method to predict acoustic attenuation characteristics of marine engine exhaust silencers 被引量:2
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作者 季振林 王雪仁 《Journal of Marine Science and Application》 2008年第2期102-110,共9页
In marine engine exhaust silencing systems, the presence of exhaust gas flow influences the sound propagation inside the systems and the acoustic attenuation performance of silencers. In order to investigate the effec... In marine engine exhaust silencing systems, the presence of exhaust gas flow influences the sound propagation inside the systems and the acoustic attenuation performance of silencers. In order to investigate the effects of three-dimensional gas flow and acoustic damping on the acoustic attenuation characteristics of marine engine exhaust silencers, a dual reciprocity boundary element method (DRBEM) was developed. The acoustic governing equation in three-dimensional potential flow was derived first, and then the DRBEM numerical procedure is given. Compared to the conventional boundary element method (CBEM), the DRBEM considers the second order terms of flow Mach number in the acoustic governing equation, so it is suitable for the cases with higher Mach number subsonic flow. For complex exhaust silencers, it is difficult to apply the single-domain boundary element method, so a substructure approach based on the dual reciprocity boundary element method is presented. The experiments for measuring transmission loss of silencers are conducted, and the experimental setup and measurements are explained. The transmission loss of a single expansion chamber silencer with extended inlet and outlet were predicted by DRBEM and compared with the measurements. The good agreements between predictions and measurements are observed, which demonstrated that the derived acoustic governing equation and the DRBEM numerical procedure in the present study are correct. 展开更多
关键词 排气消音器 声音衰减性能 对偶互反性 边界元素
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A simplified two-dimensional boundary element method with arbitrary uniform mean flow 被引量:2
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作者 Bassem Barhoumi Safa Ben Hamouda Jamel Bessrour 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2017年第4期207-221,共15页
To reduce computational costs, an improved form of the frequency domain boundary element method(BEM) is proposed for two-dimensional radiation and propagation acoustic problems in a subsonic uniform flow with arbitr... To reduce computational costs, an improved form of the frequency domain boundary element method(BEM) is proposed for two-dimensional radiation and propagation acoustic problems in a subsonic uniform flow with arbitrary orientation. The boundary integral equation(BIE) representation solves the two-dimensional convected Helmholtz equation(CHE) and its fundamental solution, which must satisfy a new Sommerfeld radiation condition(SRC) in the physical space. In order to facilitate conventional formulations, the variables of the advanced form are expressed only in terms of the acoustic pressure as well as its normal and tangential derivatives, and their multiplication operators are based on the convected Green's kernel and its modified derivative. The proposed approach significantly reduces the CPU times of classical computational codes for modeling acoustic domains with arbitrary mean flow. It is validated by a comparison with the analytical solutions for the sound radiation problems of monopole,dipole and quadrupole sources in the presence of a subsonic uniform flow with arbitrary orientation. 展开更多
关键词 Two-dimensional convected Helmholtz equation Two-dimensional convected Green’s function Two-dimensional convected boundary element method Arbitrary uniform mean flow Two-dimensional acoustic sources
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APPLICATION OF A NEW FAST MULTIPOLE BEM FOR SIMULATION OF 2D ELASTIC SOLID WITH LARGE NUMBER OF INCLUSIONS 被引量:16
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作者 王海涛 姚振汉 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2004年第6期613-622,共10页
A fast multipole method(FMM)is applied for BEM to reduce both the operation and memory requirement in dealing with very large scale problems.In this paper,a new version of fast multipole BEM for 2D elastostatics is pr... A fast multipole method(FMM)is applied for BEM to reduce both the operation and memory requirement in dealing with very large scale problems.In this paper,a new version of fast multipole BEM for 2D elastostatics is presented and used for simulation of 2D elastic solid with a large number of randomly distributed inclusions combined with a similar subregion approach.Generalized minimum residual method(GMRES)is used as an iterative solver to solve the equation system formed by BEM iteratively.The numerical results show that the scheme presented is applicable to certain large scale problems. 展开更多
关键词 boundary element fast multipole 2D elastic solid with inclusions GMRES effective property
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A parallel fast multipole BEM and its applications to large-scale analysis of 3-D fiber-reinforced composites 被引量:4
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作者 Ting Lei Zhenhan Yao Haitao Wang PengboWang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2006年第3期225-232,共8页
In this paper, an adaptive boundary element method (BEM) is presented for solving 3-D elasticity problems. The numerical scheme is accelerated by the new version of fast multipole method (FMM) and parallelized on ... In this paper, an adaptive boundary element method (BEM) is presented for solving 3-D elasticity problems. The numerical scheme is accelerated by the new version of fast multipole method (FMM) and parallelized on distributed memory architectures. The resulting solver is applied to the study of representative volume element (RVE) for short fiberreinforced composites with complex inclusion geometry. Numerical examples performed on a 32-processor cluster show that the proposed method is both accurate and efficient, and can solve problems of large size that are challenging to existing state-of-the-art domain methods. 展开更多
关键词 boundary element method fast multipole method Parallel computing Fiber-reinforced composites
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Application of A Fast Multipole BIEM for Flow Diffraction from A 3D Body 被引量:4
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作者 滕斌 宁德志 《海洋工程:英文版》 EI 2004年第2期291-298,共8页
A Fast Multipole Method (FMM) is developed as a numerical approach to the reduction of the computational cost and requirement memory capacity for a large in solving large-scale problems. In this paper it is applied to... A Fast Multipole Method (FMM) is developed as a numerical approach to the reduction of the computational cost and requirement memory capacity for a large in solving large-scale problems. In this paper it is applied to the boundary integral equation method (BIEM) for current diffraction from arbitrary 3D bodies. The boundary integral equation is discretized by higher order elements, the FMM is applied to avoid the matrix/vector product, and the resulting algebraic equation is solved by the Generalized Conjugate Residual method (GCR). Numerical examination shows that the FMM is more efficient than the direct evaluation method in computational cost and storage of computers. 展开更多
关键词 fast multipole method boundary integral equation method generalized conjugate residual method current diffraction
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Fast multipole accelerated boundary element method for the Helmholtz equation in acoustic scattering problems 被引量:2
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作者 LI ShanDe GAO GuiBing +2 位作者 HUANG QiBai LIU WeiQi CHEN Jun 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2011年第8期1405-1410,共6页
We apply the fast multipole method (FMM) accelerated boundary element method (BEM) for the three-dimensional (3D) Helmholtz equation, and as a result, large-scale acoustic scattering problems involving 400000 elements... We apply the fast multipole method (FMM) accelerated boundary element method (BEM) for the three-dimensional (3D) Helmholtz equation, and as a result, large-scale acoustic scattering problems involving 400000 elements are solved efficiently. This is an extension of the fast multipole BEM for two-dimensional (2D) acoustic problems developed by authors recently. Some new improvements are obtained. In this new technique, the improved Burton-Miller formulation is employed to over-come non-uniqueness difficulties in the conventional BEM for exterior acoustic problems. The computational efficiency is further improved by adopting the FMM and the block diagonal preconditioner used in the generalized minimum residual method (GMRES) iterative solver to solve the system matrix equation. Numerical results clearly demonstrate the complete reliability and efficiency of the proposed algorithm. It is potentially useful for solving large-scale engineering acoustic scattering problems. 展开更多
关键词 HELMHOLTZ方程 边界元法 散射问题 多极加速 快速多极子方法 GMRES 声学问题 迭代求解
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Wave Number Method for Three-Dimensional Steady-State Acoustic Problems
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作者 黄飞 何锃 +1 位作者 魏俊红 彭伟才 《Journal of Southwest Jiaotong University(English Edition)》 2007年第3期271-275,共5页
Based on the indirect Trefftz approach, a wave number method (WNM) is proposed to deal with three-dimensional steady-state acoustic problems. In the WNM, the dynamic pressure response variable is approximated by a s... Based on the indirect Trefftz approach, a wave number method (WNM) is proposed to deal with three-dimensional steady-state acoustic problems. In the WNM, the dynamic pressure response variable is approximated by a set of wave functions, which exactly satisfy the Helmholtz equation. The set of wave functions comprise the exact solutions of the homogeneous part of the governing equations and some particular solution functions. The unknown coefficients of the wave functions can be obtained by enforcing the pressure approximation to satisfy the boundary conditions. Compared with the boundary element method (BEM), the WNM have a smaller system matrix, and is applicable to the radiation problems since the wave functions are independent of the domain size. A 3D acoustic cavity is exemplified to show the properties of the method. The results show that the wave number method is more efficient than the BEM, and it is fairly accurate. 展开更多
关键词 Weighted residual formulation acoustic Trefftz method boundary element method Wave number method
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A Non-Singular Boundary Element Method for Interactions between Acoustical Field Sources and Structures
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作者 Qiang Sun 《Advances in Applied Mathematics and Mechanics》 SCIE 2023年第4期831-851,共21页
Localized point sources(monopoles)in an acoustical domain are implemented to a three dimensional non-singular Helmholtz boundary element method in the frequency domain.It allows for the straightforward use of higher o... Localized point sources(monopoles)in an acoustical domain are implemented to a three dimensional non-singular Helmholtz boundary element method in the frequency domain.It allows for the straightforward use of higher order surface elements on the boundaries of the problem.It will been shown that the effect of the monopole sources ends up on the right hand side of the resulting matrix system.Some carefully selected examples are studied,such as point sources near and within a concentric spherical core-shell scatterer(with theoretical verification),near a curved focusing surface and near a multi-scale and multi-domain acoustic lens. 展开更多
关键词 acoustic monopoles acoustic lens boundary integral method quadratic elements
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Software for Acoustic Design
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作者 Anatoliy Sergeevich Suvorov Oleg Fedorovich Sevriukov +3 位作者 Evgeniy Mikhailovich Sokov Mikhail Borisovich Salin Svetlana Georgievna Zaitseva Varvara Alekseevna Sharagina 《Journal of Applied Mathematics and Physics》 2023年第8期2515-2522,共8页
We present the СATEС software, which implements the solution to the problems of computational acoustics. The software is based on the use of the superelement method and finite element modeling algorithms, in-cluding... We present the СATEС software, which implements the solution to the problems of computational acoustics. The software is based on the use of the superelement method and finite element modeling algorithms, in-cluding hydrodynamic noise. The paper presents the main possibilities of software for solving acoustic design problems. . 展开更多
关键词 SOFTWARE acoustic Design acoustic Radiation Superelement method Fini-te element methods Absorbing boundary Conditions Hydrodynamic Noi-se Mode Analysis
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A fast algorithm for calculating surface electric field of converter valve shield system by multipole boundary element method 被引量:1
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作者 SHI YuXin WANG ZeZhong 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2018年第11期1745-1754,共10页
The surface electric field analysis of the converter valve shield system is a large-scale electrostatic field problem, which is difficult to analyse. The fast multipole boundary element method(FMBEM), which is suitabl... The surface electric field analysis of the converter valve shield system is a large-scale electrostatic field problem, which is difficult to analyse. The fast multipole boundary element method(FMBEM), which is suitable for solving large-scale problems,can accelerate the computation speed and conserve memory. However, the coefficient matrix implicitly formed by using the FMBEM is sometimes ill-conditioned, especially for large-scale problems; thus, the convergence of iteration is poor. In this paper, a fast solver is proposed to improve efficiency. First, an adaptive GMRES(m) with variant restart parameter is adjusted for the Galerkin FMBEM. In addition, the sparse approximate inverse preconditioner is improved, and a new sparsity pattern is proposed for the multiscale problem derived from the converter valve shield system. The numerical results show that the accuracy can meet the engineering requirements compared with the finite element method. Compared with other solvers and preconditioners, the algorithm can achieve a satisfactory convergence rate and reduce the computation time. In addition, a single bridge shield system of ±160 kV converter valve is successfully analysed using the proposed method. 展开更多
关键词 converter valve electrostatic field fast multipole boundary element method (FMBEM) GMRES PRECONDITIONER
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Large Scale Analysis of Mechanical Properties in 3-D Fiber-Reinforced Composites Using a New Fast Multipole Boundary Element Method 被引量:1
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作者 王海涛 姚振汉 《Tsinghua Science and Technology》 SCIE EI CAS 2007年第5期554-561,共8页
Fiber-reinforced composites are commonly used in various engineering applications. The mechanical properties of such composites depend strongly on micro-structural parameters. This paper presents a new boundary elemen... Fiber-reinforced composites are commonly used in various engineering applications. The mechanical properties of such composites depend strongly on micro-structural parameters. This paper presents a new boundary element method (BEM) for numerical analysis of the mechanical properties of 3-D fiberreinforced composites. Acceleration of the BEM is achieved by means of a fast multipole method (FMM), in allowing large scale simulations of a finite elastic domain containing up to 100 elastic fibers to be performed on one personal computer. The maximum number of degrees of freedom can reach a value of over 250 000. The effects of several key micro-structural parameters on the local stress fields and on the effective elastic moduli of fiber-reinforced composites are evaluated. The numerical results are compared with analytical predictions and good agreement is observed. The results show that the fast multipole BEM could be a promising tool for further understanding of the mechanical behavior of such composites. 展开更多
关键词 fiber-reinforced composites boundary element fast multipole mechanical properties
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基于快速多极杂交边界点法的三维弹性力学问题求解
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作者 李祥 刘彪 +1 位作者 张宗亮 臧耀辉 《水力发电》 CAS 2024年第7期38-42,共5页
杂交边界点法是近年来快速发展的一种无网格方法,国内外学者已成功将快速多极算法与边界元方法相结合,使得边界元的应用范围进一步扩大。为此,开展了将快速多极算法与杂交边界点法相结合计算三维弹性力学问题的研究。三维弹性力学的基... 杂交边界点法是近年来快速发展的一种无网格方法,国内外学者已成功将快速多极算法与边界元方法相结合,使得边界元的应用范围进一步扩大。为此,开展了将快速多极算法与杂交边界点法相结合计算三维弹性力学问题的研究。三维弹性力学的基本解利用球谐函数展开为级数,并通过自适应八叉树结构将求解域分解为分级不相邻的区域。数值算例表明,快速多极杂交边界点法具有很好的计算精度和计算效率,该算法在普通个人电脑上,可以在令人接受的时间内完成40万以上自由度的计算。因此,该算法在大规模问题的计算中具有显著优势,对于复合材料、加筋混凝土等更为复杂材料的力学问题具有实用性。 展开更多
关键词 快速多极算法 杂交边界点法 三维弹性力学 大规模问题
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声散射问题的等几何双重互易边界元法
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作者 张森林 余波 《声学学报》 EI CAS CSCD 北大核心 2024年第4期889-904,共16页
提出了三维频域声散射问题的等几何双重互易边界元法。采用频域无关的基本解求解非齐次亥姆霍兹方程,无需如传统边界元法在求解频率声散射问题时重复计算系数矩阵。引入双重互易法将域积分转换为边界积分,得到三维无限域双重互易展开基... 提出了三维频域声散射问题的等几何双重互易边界元法。采用频域无关的基本解求解非齐次亥姆霍兹方程,无需如传统边界元法在求解频率声散射问题时重复计算系数矩阵。引入双重互易法将域积分转换为边界积分,得到三维无限域双重互易展开基函数,实现了双重互易法在无限域声场问题上将域积分转换为边界积分的应用,最大程度保留了边界元法降维的优点;同时,为提高域积分的求解精度,给出了变异系数的取值范围。数值结果表明,等几何双重互易边界元法在求解频域声散射问题时具有较好的精度和稳定性。 展开更多
关键词 等几何边界元法 双重互易法 非齐次亥姆霍兹方程 声散射
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Fast multipole boundary element analysis of 2D viscoelastic composites with imperfect interfaces 被引量:7
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作者 ZHU XingYi CHEN WeiQiu +1 位作者 HUANG ZhiYi LIU YiJun 《Science China(Technological Sciences)》 SCIE EI CAS 2010年第8期2160-2171,共12页
A fast multipole boundary element method(FMBEM)is developed for the analysis of 2D linear viscoelastic composites with imperfect viscoelastic interfaces.The transformed fast multipole formulations are established usin... A fast multipole boundary element method(FMBEM)is developed for the analysis of 2D linear viscoelastic composites with imperfect viscoelastic interfaces.The transformed fast multipole formulations are established using the time domain method. To simulate the viscoelastic behavior of imperfect interfaces that are frequently encountered in practice,the Kelvin type model is introduced.The FMBEM is further improved by incorporating naturally the interaction among inclusions as well as eliminating the phenomenon of material penetration.Since all the integrals are evaluated analytically,high accuracy and fast convergence of the numerical scheme are obtained.Several numerical examples,including planar viscoelastic composites with a single inclusion or randomly distributed multi-inclusions are presented.The numerical results are compared with the developed analytical solutions,which illustrates that the proposed FMBEM is very efficient in determining the macroscopic viscoelastic behavior of the particle-reinforced composites with the presence of imperfect interfaces.The laboratory measurements of the mixture creep compliance of asphalt concrete are also compared with the prediction by the developed model. 展开更多
关键词 boundary element method fast multipole method VISCOELASTICITY imperfect interface multi-inclusion composite
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Vibration and acoustic radiation of bogie area under random excitation in high-speed trains 被引量:3
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作者 Dongzhen Wang Jianmin Ge 《Journal of Modern Transportation》 2019年第2期120-128,共9页
Based on the experiments on a platform with real vehicle structure and finite element simulation, the vibration and interior acoustic radiation under random excitations of high-speed trains’ bogie area were studied. ... Based on the experiments on a platform with real vehicle structure and finite element simulation, the vibration and interior acoustic radiation under random excitations of high-speed trains’ bogie area were studied. Firstly, combined with line tests, a vehicle body with a length of 7 m was used as the research object. By comparing the results of experiment and simulation, the accuracy of the finite element model was verified. Secondly, the power spectral density curves at typical measuring points in bogie area were obtained by processing and calculating the line test data, which was measured when the vehicle ran at high speeds, and the standard vibration spectrum of the bogie area was obtained by the extreme envelope method. Furthermore, the random vibration test and simulation prediction analysis of the real vehicle structure were carried out to further verify the accuracy of the noise and vibration prediction model. Finally, according to the vibration and acoustic radiation theory, the indirect boundary element method was adopted to predict the acoustic response of the real vehicle. The analysis shows that the simulated power spectral density curves of acceleration and sound pressure level are highly consistent with the experimental ones, and the error between the simulated prediction and the experimental result is within the allowable range of 3 dB. 展开更多
关键词 High-speed TRAINS Standard vibration SPECTRUM Indirect boundary element method RANDOM EXCITATION acoustic radiation
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