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AI-Driven GIS Modeling of Future Flood Risk and Susceptibility for Typhoon Krathon under Climate Change
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作者 Chih-Yu Liu Cheng-Yu Ku +1 位作者 Ming-Han Tsai Jia-Yi You 《Computer Modeling in Engineering & Sciences》 2025年第9期2969-2990,共22页
Amid growing typhoon risks driven by climate change with projected shifts in precipitation intensity and temperature patterns,Taiwan faces increasing challenges in flood risk.In response,this study proposes a geograph... Amid growing typhoon risks driven by climate change with projected shifts in precipitation intensity and temperature patterns,Taiwan faces increasing challenges in flood risk.In response,this study proposes a geographic information system(GIS)-based artificial intelligence(AI)model to assess flood susceptibility in Keelung City,integrating geospatial and hydrometeorological data collected during Typhoon Krathon(2024).The model employs the random forest(RF)algorithm,using seven environmental variables excluding average elevation,slope,topographic wetness index(TWI),frequency of cumulative rainfall threshold exceedance,normalized difference vegetation index(NDVI),flow accumulation,and drainage density,with the number of flood events per unit area as the output.The RF model demonstrates high accuracy,achieving the accuracy of 97.45%.Feature importance indicates that NDVI is the most critical predictor,followed by flow accumulation,TWI,and rainfall frequency.Furthermore,under the IPCC AR5 RCP8.5 scenarios,projected 50-year return period rainfall in Keelung City increases by 42.40%-64.95%under+2℃to+4℃warming.These projections were integrated into the RF model to simulate future flood susceptibility.Results indicate two districts in the study area face the greatest increase in flood risk,emphasizing the need for targeted climate adaptation in vulnerable urban areas. 展开更多
关键词 TYPHOON artificial intelligence random forest geographic information system flood susceptibility
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Computation of Long-Term Statistical Properties of Wave Agitation in Harbors
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作者 LIN Jaw-Guei TUNG Chi C. 《China Ocean Engineering》 SCIE EI 1998年第3期285-296,共12页
In this paper, the long-term statistical properties of wave height in an idealized square harbor with a partial opening are studied. The incident waves are propagated into the harbor numerically by the finite/infinite... In this paper, the long-term statistical properties of wave height in an idealized square harbor with a partial opening are studied. The incident waves are propagated into the harbor numerically by the finite/infinite element method using three different wave models: (1) monochromatic wave train, (2) long-crested random wave train, and (3) short-crested random wave train. This study shows that for a given incident wave, the wave height in the harbor is affected by the wave model used. For long-term estimation of wave height exceedance probability, it is recommended that the waves be propagated into the harbor using the random wave model, and that wave heights be computed by use of the Rayleigh probability distribution. 展开更多
关键词 harbor oscillation numerical simulation wave height distribution
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Evaluation of Inner Soil Pressure Acting on Opened Bottom Cylindrical Structure 被引量:3
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作者 刘建起 孟晓娟 《海洋工程:英文版》 EI 2004年第1期21-34,共14页
An opened bottom cylinder is a large-diameter cylinder placed on a rubber base or embedded in a soil foundation. The settlement of such a cylinder differs greatly from that of a closed bottom cylinder and so does the ... An opened bottom cylinder is a large-diameter cylinder placed on a rubber base or embedded in a soil foundation. The settlement of such a cylinder differs greatly from that of a closed bottom cylinder and so does the distribution of inner soil pressure over the opened bottom cylindrical structure. Through investigation of the settlement and the inner soil pressure on the opened bottom cylinder by model experiments, the interactions among the filler inside the cylinder, subsoil and cylinder are analyzed. The adjusting mechanism of friction resistance between the inner filler and the wall of the cylinder during overturning of the cylinder is discussed. Based on the experimental study, a method for calculating the inner soil pressure on the cylindrical structure under axisymmetric loading or non- axisymmetric (with lateral) loading is proposed in this paper. Meanwhile, the effective anti-overturning ratio of the opened bottom cylinder is derived. 展开更多
关键词 opened bottom cylinder inner soil pressure adjusting mechanism additional moment effective anti-overturning ratio
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Focusing phenomenon and near-trapped modes of SH waves 被引量:3
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作者 Jeng-Tzong Chen Jia-Wei Lee Ya-Ching Tu 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2016年第3期477-486,共10页
In this study, the null-field boundary integral equation method (BIEM) and the image method are used to solve the SH wave scattering problem containing semi-circular canyons and circular tunnels. To fully utilize th... In this study, the null-field boundary integral equation method (BIEM) and the image method are used to solve the SH wave scattering problem containing semi-circular canyons and circular tunnels. To fully utilize the analytical property of Circular geometry, the polar coordinates are used to expand the closed-form fundamental solution to the degenerate kernel, and the Fourier series is also introduced to represent the boundary density. By collocating boundary points to match boundary condition on the boundary, a linear algebraic system is constructed. The unknown coefficients in the algebraic system can be easily determined. In this way, a semi-analytical approach is developed. Following the experience of near-trapped modes in water wave problems of the full plane, the focusing phenomenon and near-trapped modes for the SH wave problem of the half-plane are solved, since the two problems obey the same mathematical model. In this study, it is found that the SH wave problem containing two semi-circular canyons and a circular tunnel has the near-trapped mode and the focusing phenomenon for a special incident angle and wavenumber. In this situation, the amplification factor for the amplitude of displacement is over 300. 展开更多
关键词 SH wave null-field boundary integral equation method degenerate kernel focusing near-trapped mode
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Analysis of Responses of Floating Dual Pontoon Structure 被引量:2
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作者 翁文凯 周宗仁 《China Ocean Engineering》 SCIE EI 2007年第1期91-104,共14页
A numerical model is developed by use of the boundary integral equation method to investigate the responses of a two-dimensional floating structure. The structure under consideration consisting of two pontoons, is con... A numerical model is developed by use of the boundary integral equation method to investigate the responses of a two-dimensional floating structure. The structure under consideration consisting of two pontoons, is connected by a rigid framework, and linked to the sea floor by a mooring system. The theoretical conception is based on potential theory with hnear external forces, and applied to an arbitrarily shaped body and water depth. The discussion includes the influence of draft and space between pontoons on the responses of the floating structure. Finally, the validity of the method is adequately verified by experimental results. 展开更多
关键词 boundary element method floating structure dual pontoon
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Experimental study on stability of sunken large diameter cylindrical structure on sandy seabed during construction period 被引量:1
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作者 秦崇仁 庞红犁 +1 位作者 李世森 张伟 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2002年第4期581-595,共15页
A systematic experimental research work is done for the stability of sunken large diameter cylinder during construction period. It is the first research that gives the method for assessing the stability of the larger ... A systematic experimental research work is done for the stability of sunken large diameter cylinder during construction period. It is the first research that gives the method for assessing the stability of the larger diameter cylindrical structure, a set of values is derived also for the critical stability indices of the large diameter cylinder sunken to the sandy seabed. 展开更多
关键词 Sunken large diameter cylinder sandy seabed stability during construction period assessing method critical stability index
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The Reflection of Normal Incident Waves by Absorbing-Type Breakwaters 被引量:1
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作者 Ching-Yun YUEH Shih-Hsuan CHUANG 《China Ocean Engineering》 SCIE EI 2009年第4期729-740,共12页
This paper investigates the reflection of normal incident waves produced by absorbing-type breakwaters. The absorbing-type breakwaters in this study consist of a vertical porous plate, a submerged permeable caisson, a... This paper investigates the reflection of normal incident waves produced by absorbing-type breakwaters. The absorbing-type breakwaters in this study consist of a vertical porous plate, a submerged permeable caisson, and an impermeable back wall. The flow field is divided into four regions: a porous caisson region, and three pure water regions. Under the assumptions of linear wave theory, Darcy's law in the perforated wall, and the pore velocity potential theory of Sollitt and Cross (1972) in the porons caisson region, this study creates a 2-D BEM model to calculate the reflection coefficients of water waves using several breakwater properties. This numerical model is calibrated by previous numerical studies and limiting cases for a partially perforated-wall caisson breakwater and a vertical porous breakwater with an impermeable back wall. Generally speaking, the wave dissipation in absorbing-type breakwaters is bigger than that for a partially perforatedwall caisson breakwater. The reflection coefficient values imply the performance of wave absorbers in this study. Therefore, we examine the major factors that affect the reflection coefficient. 展开更多
关键词 vertical porous plate supmerged permeable caisson BEM Darcy's law REFLECTION
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Quantitative Application Study on Remote Sensing of Suspended Sediment 被引量:1
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作者 陈一梅 徐宿东 林强 《China Ocean Engineering》 SCIE EI 2012年第3期483-494,共12页
Quantitative application on remote sensing of suspended sediment is an important aspect of the engineering application of remote sensing study. In this paper, the Xiamen Bay is chosen as the study area. Eleven differe... Quantitative application on remote sensing of suspended sediment is an important aspect of the engineering application of remote sensing study. In this paper, the Xiamen Bay is chosen as the study area. Eleven different phases of the remote sensing data are selected to establish a quantitative remote sensing model to map suspended sediment by using remote sensing images and the quasi-synchronous measured sediment data. Based on empirical statistics developed are the conversion models between instantaneous suspended sediment concentration and tidally-averaged suspended sediment concentration as well as the conversion models between surface layer suspended sediment concentration and" the depth-averaged suspended sediment concentration. On this basis, the quantitative application integrated model on remote sensing of suspended sediment is developed. By using this model as well as multi-temporal remote sensing images, multi-year averaged suspended sediment concentration of the Xiamen Bay are predicted. The comparison between model prediction and observed data shows that the multi-year averaged suspended sediment concentration of studied sites as well as the concentration difference of neighboring sites can be well predicted by the remote sensing model with an error rate of 21.61% or less, which can satisfy the engineering requirements of channel deposition calculation. 展开更多
关键词 remote sensing suspended sediment multi-year averaged suspended sediment concentration integrated model Xiamen Bay
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A Single Mooring System with Sag-Extensibility and Flexural Rigidity Applied to Offshore Platform 被引量:1
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作者 M.-C. Tsai Hsien Hua Lee +1 位作者 Jun-Yen Lee S.-S. Hsiao 《China Ocean Engineering》 SCIE EI CSCD 2013年第3期335-350,共16页
Floating platform system has been extensively used in ocean exploitation, particularly for a tension-leg platform (TLP) system in deep water. Most of the TLPs are multi-mooring systems, where multi-joints are connec... Floating platform system has been extensively used in ocean exploitation, particularly for a tension-leg platform (TLP) system in deep water. Most of the TLPs are multi-mooring systems, where multi-joints are connected to the tension-legs so that the platform is not allowed to twist freely and may subject to enormous force induced by large incident waves in the weak-direction of the structure. This study aims to exploit a single moored offshore platform system that may attract less force and can be operated with less effort. In our analysis, in addition to mechanical properties of the tether, two important properties are also taken into consideration for the single mooring tether with expanded cross sectional dimension and utilization of stronger material, namely, the sag-extensibility and the flexural rigidity. Finally, the dynamic structural behavior produced by the mechanical effects on the new system is investigated and compared with that of traditional design while the wave-structure interactions of large body are also accounted for. Our study finds that the neglect of sag-extensibility or the flexural rigidity of large, strong mooring cable may result in a conservative but not necessarily safe design. 展开更多
关键词 tention leg platform (TLP) single mooring platform system flexural rigidity sag extensibility wave-structure interactions
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Experimental Investigation of Wave Heights in A Directional Wave Field Through Image Sequences
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作者 Chung-Ren CHOU Teng-Wei LIN +1 位作者 Ruey-Syan SHIH John Z. YIMa 《China Ocean Engineering》 SCIE EI 2005年第1期37-48,共12页
Measurements of wave heights with image sequences from a Charged Coupled Device(CCD) camera were made. Sinusoidal, as well as unidirectional and directional, waves were used for the experiments. A transfer function wa... Measurements of wave heights with image sequences from a Charged Coupled Device(CCD) camera were made. Sinusoidal, as well as unidirectional and directional, waves were used for the experiments. A transfer function was obtained by calibration of the magnitudes of the gray values of the images against the results of wave gauge measurements for directional waves. With this transfer function, wave heights for regular waves were deduced. It is shown that the average relative errors are smaller than 16% for both unidirectional and directional waves. 展开更多
关键词 charged coupled device remote sensing directional wave transfer function wave height measurements
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A Note on the Derivation of Wave Action Balance Equation in Frequency Space
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作者 Tai-Wen HSU Jian-Ming LIAU +2 位作者 Shin-Jye LIANG Shan-Hwei OU Yi-Ting LI 《China Ocean Engineering》 SCIE EI 2011年第1期133-138,共6页
In this paper the wave action balance equation in terms of frequency-direction spectrum is derived. A theoretical formulation is presented to generate an invariant frequency space to replace the varying wavenumber spa... In this paper the wave action balance equation in terms of frequency-direction spectrum is derived. A theoretical formulation is presented to generate an invariant frequency space to replace the varying wavenumber space through a Jacobian transformation in the wave action balance equation. The physical properties of the Jacobian incorporating the effects of water depths are discussed. The results provide a theoretical basis of wave action balance equations and ensure that the wave balance equations used in the SWAN or other numerical models are correct. It should be noted that the Jacobian is omitted in the wave action balance equations which are identical to a conventional action balance equation. 展开更多
关键词 wave action balance equation wavenumber-spectrum frequency-spectrum JACOBIAN
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Dynamic Behaviors of a Moored Floating Structure with Flexible Skirts
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作者 Wen-Kai Weng Duc-Tru Tran Ruey-Syan Shih 《Journal of Energy and Power Engineering》 2016年第1期13-22,共10页
A numerical model was developed by using the dual boundary element method to investigate the dynamic behavior of a moored floating structure with a pair of vertical and flexible skirts attached at its bottom in the li... A numerical model was developed by using the dual boundary element method to investigate the dynamic behavior of a moored floating structure with a pair of vertical and flexible skirts attached at its bottom in the linear wave field. Theoretical conception is based on potential theory with linear external forces. The motions of the structure were assumed to be small and linear. The flexible skirts mounted beneath the structure were assumed uniform flexural rigidity and the thickness of the skirts was negligible. Comparison between the present model and Gesraha's solution was made to verify the results for a moored floating structure with or without rigid skirts. The influence of the skirt rigidity on the moored floating structure, moored lines and waves is investigated in this study. The results show that, the natural frequencies of structure's oscillation, moored force, wave reflection and transmission tend to the region of short-period waves when the flexible rigidity gradually decreases. Positive correlation exists between the aft mooring force and the pitch motion of the floating structure. 展开更多
关键词 Floating structure dual boundary element method response amplitude operators flexible skirts.
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波浪能发电技术在船舶上的应用 被引量:5
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作者 熊玮 谷汉斌 +1 位作者 刘海源 K.THIRUVENKATASWAMY 《水运管理》 2018年第3期30-33,共4页
为保护环境、节能减排,推进可再生能源――波浪能的利用,回顾波浪能发电技术发展史,从波浪能转换装置优化和应用两方面概述其发展情况,分析波浪能发电装置在船舶上的应用实例,归纳适合各种船舶特点的波浪能发电装置类型,总结波浪能发电... 为保护环境、节能减排,推进可再生能源――波浪能的利用,回顾波浪能发电技术发展史,从波浪能转换装置优化和应用两方面概述其发展情况,分析波浪能发电装置在船舶上的应用实例,归纳适合各种船舶特点的波浪能发电装置类型,总结波浪能发电装置在船舶上的应用趋势:在船舶设计初期,充分考虑波浪能的利用;将波浪能发电作为船舶辅助和生活用电;将波浪能与其他新能源联合应用。将可再生能源波浪能应用在船舶发电上,可有效降低船舶排放,有利于人类社会可持续发展。 展开更多
关键词 能源 波浪能 发电 船舶
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A Novel Spacetime Collocation Meshless Method for Solving Two- Dimensional Backward Heat Conduction Problems 被引量:1
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作者 Chihyu Liu Chengyu Ku +1 位作者 Jingen Xiao Weichung Yeih 《Computer Modeling in Engineering & Sciences》 SCIE EI 2019年第1期229-252,共24页
In this article,a meshless method using the spacetime collocation for solving the two-dimensional backward heat conduction problem(BHCP)is proposed.The spacetime collocation meshless method(SCMM)is to derive the gener... In this article,a meshless method using the spacetime collocation for solving the two-dimensional backward heat conduction problem(BHCP)is proposed.The spacetime collocation meshless method(SCMM)is to derive the general solutions as the basis functions for the two-dimensional transient heat equation using the separation of variables.Numerical solutions of the heat conduction problem are expressed as a series using the addition theorem.Because the basis functions are the general solutions of the governing equation,the boundary points may be collocated on the spacetime boundary of the domain.The proposed method is verified by conducting several heat conduction problems.We also carry out numerical applications to compare the SCMM with other meshless methods.The results show that the SCMM is accurate and efficient.Furthermore,it is found that the recovered boundary data on inaccessible boundary can be obtained with high accuracy even though the over specified data are provided only at a 1/6 portion of the spacetime boundary. 展开更多
关键词 SPACETIME COLLOCATION MESHLESS method BACKWARD heat conduction problem basis functions.
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Numerical Study on Breaking Criteria for Solitary Waves 被引量:1
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作者 Chung-ren CHOU Ruey-syan SHIH John Z. YIM 《China Ocean Engineering》 SCIE EI 2003年第4期589-604,共16页
Studies of the breaking criteria for solitary waves on a slope are presented in this paper. The boundary element method is used to model the processes of shoaling and breaking of solitary waves on various slopes. Empi... Studies of the breaking criteria for solitary waves on a slope are presented in this paper. The boundary element method is used to model the processes of shoaling and breaking of solitary waves on various slopes. Empirical formulae that can be used to characterize the breaking of solitary waves are presented. These include the breaking index, the wave height, the water depth, and the maximum particle velocity at the point of breaking. Comparisons with the results of other researches are given. 展开更多
关键词 boundary element breaking indices empirical formula solitary wave
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结合微孔隙水压力计改良型GR试验系统分析研究(英文)
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作者 张达德 郦能惠 +1 位作者 陈柏麟 傅新民 《岩土工程学报》 EI CAS CSCD 北大核心 2004年第6期832-837,共6页
本研究针对结合微孔隙水压力计改良型GR试验系统与一般GR试验系统进行了一系列的试验分析比较,研究中所使用的试验材料包含4种不同针轧不织布及5种不同比例渥太华砂与风化泥岩混合土壤。试验结果发现,由改良型GR试验系统所得的GR试验值... 本研究针对结合微孔隙水压力计改良型GR试验系统与一般GR试验系统进行了一系列的试验分析比较,研究中所使用的试验材料包含4种不同针轧不织布及5种不同比例渥太华砂与风化泥岩混合土壤。试验结果发现,由改良型GR试验系统所得的GR试验值都高于一般GR试验系统所得结果,同时也验证了微孔隙水压力计在GR试验系统中可提供较好的孔隙水压力量测与抗阻塞潜势评估。 展开更多
关键词 孔隙水压力 试验系统 试验材料 风化 试验分析 泥岩 分析研究 微孔隙 发现 试验结果
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An Experi mental Study on Wave-Induced Dynamic Stresses in Seabed
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作者 S.C.Chang L.K.Chien +1 位作者 J .G.Lin Y.F.Chiu 《China Ocean Engineering》 SCIE EI 2006年第1期27-44,共18页
A series of hydraulic model tests with horizontal movable seabed under regular wave actions have been carried out to investigate the dynamic interactions between water waves and seabed soil. Seabed dynamic stresses fr... A series of hydraulic model tests with horizontal movable seabed under regular wave actions have been carried out to investigate the dynamic interactions between water waves and seabed soil. Seabed dynamic stresses from experiments are, tound to differ from theoretical resuhs. The response of p0 in permeable seabed has a small decay and phase shift to the nonlinear wave actions, and the dynamic stresses, σs/p0, σh/p0 and u/p0, contain different phase shift characteristics. Such phenomena will strongly affect the dynamic stress path in seabed. If the phase shifts of σs. and σh are neglected, the stress path will become a straight line; otherwise, it will become an elliptical curve. In phase shift cases, the long axis of the p - q diagram will be shortened when the depth increases, and the short axis will become longer when the phase shift increases. For the p' - q' diagram, the larger the phase lag of u, the longer the short axis. Relative results offer useful information for the analysis of seabed stability. 展开更多
关键词 wave-induced dynamic stresses movable seabed hydraulic model test stress path
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Localized Method of Fundamental Solutions for Three-Dimensional Elasticity Problems: Theory 被引量:4
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作者 Yan Gu Chia-Ming Fan Zhuojia Fu 《Advances in Applied Mathematics and Mechanics》 SCIE 2021年第6期1520-1534,共15页
A localized version of the method of fundamental solution(LMFS)is devised in this paper for the numerical solutions of three-dimensional(3D)elasticity problems.The present method combines the advantages of high comput... A localized version of the method of fundamental solution(LMFS)is devised in this paper for the numerical solutions of three-dimensional(3D)elasticity problems.The present method combines the advantages of high computational efficiency of localized discretization schemes and the pseudo-spectral convergence rate of the classical MFS formulation.Such a combination will be an important improvement to the classical MFS for complicated and large-scale engineering simulations.Numerical examples with up to 100,000 unknowns can be solved without any difficulty on a personal computer using the developed methodologies.The advantages,disadvantages and potential applications of the proposed method,as compared with the classical MFS and boundary element method(BEM),are discussed. 展开更多
关键词 Method of fundamental solutions meshless method large-scale simulations elasticity problems.
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Electroelastic Analysis of Two-Dimensional Piezoelectric Structures by the Localized Method of Fundamental Solutions 被引量:2
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作者 Yan Gu Ji Lin Chia-Ming Fan 《Advances in Applied Mathematics and Mechanics》 SCIE 2023年第4期880-900,共21页
Accurate and efficient analysis of the coupled electroelastic behavior of piezoelectric structures is a challenging task in the community of computational mechanics.During the past few decades,the method of fundamenta... Accurate and efficient analysis of the coupled electroelastic behavior of piezoelectric structures is a challenging task in the community of computational mechanics.During the past few decades,the method of fundamental solutions(MFS)has emerged as a popular and well-established meshless boundary collocation method for the numerical solution of many engineering applications.The classical MFS formulation,however,leads to dense and non-symmetric coefficient matrices which will be computationally expensive for large-scale engineering simulations.In this paper,a localized version of the MFS(LMFS)is devised for electroelastic analysis of twodimensional(2D)piezoelectric structures.In the LMFS,the entire computational domain is divided into a set of overlapping small sub-domains where the MFS-based approximation and the moving least square(MLS)technique are employed.Different to the classical MFS,the LMFS will produce banded and sparse coefficient matrices which makes the method very attractive for large-scale simulations.Preliminary numerical experiments illustrate that the present LMFM is very promising for coupled electroelastic analysis of piezoelectric materials. 展开更多
关键词 Localized method of fundamental solutions meshless methods piezoelectric structures coupled electroelastic analysis fundamental solutions
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A Comparative Study on Polynomial Expansion Method and Polynomial Method of Particular Solutions
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作者 Jen-Yi Chang Ru-Yun Chen Chia-Cheng Tsai 《Advances in Applied Mathematics and Mechanics》 SCIE 2022年第3期577-595,共19页
In this study,the polynomial expansion method(PEM)and the polynomial method of particular solutions(PMPS)are applied to solve a class of linear elliptic partial differential equations(PDEs)in two dimensions with const... In this study,the polynomial expansion method(PEM)and the polynomial method of particular solutions(PMPS)are applied to solve a class of linear elliptic partial differential equations(PDEs)in two dimensions with constant coefficients.In the solution procedure,the sought solution is approximated by the Pascal polynomials and their particular solutions for the PEM and PMPS,respectively.The multiple-scale technique is applied to improve the conditioning of the resulted linear equations and the accuracy of numerical results for both of the PEM and PMPS.Some mathematical statements are provided to demonstrate the equivalence of the PEM and PMPS bases as they are both bases of a certain polynomial vector space.Then,some numerical experiments were conducted to validate the implementation of the PEM and PMPS.Numerical results demonstrated that the PEM is more accurate and well-conditioned than the PMPS and the multiple-scale technique is essential in these polynomial methods. 展开更多
关键词 Pascal polynomial polynomial expansion method polynomial method of particular solutions collocation method multiple-scale technique
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