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Modeling and simulation of bioheat transfer in the human eye using the 3D alpha finite element method (αFEM)

机译:使用3D alpha有限元方法(αFEM)在人眼中进行生物传热的建模和仿真

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摘要

Computational modeling is an effective tool for the detection of eye abnormalities and a valuable assistant to hyperthermia treatments. In all these diagnoses and treatments, predicting the temperature distribution accurately is very important. However, the standard finite element method (FEM) currently used for such purposes has strong reliance on element meshes and the discretized system exhibits the so-called 'overly stiff' behavior. To overcome this shortcoming, this paper formulates an alpha finite element method (αFEM) to compute two-dimensional (2D) and three-dimensional (3D) bioheat transfer in the human eyes. The aFEM can produce much more accurate results using triangular (2D) and tetrahedron (3D) elements that can be generated automatically for complicated domains and hence is particularly suited for modeling human eyes. In the aFEM, a scaling factor α∈[0,1] is introduced to combine the 'overly stiff' FEM model and 'overly soft' node-based finite element method (NS-FEM) model. With a properly chosen a, the aFEM can produce models with very 'close-to-exact' stiffness of the continuous system. Numerical results have shown that the present method gives much more accurate results compared with the standard FEM and the NS-FEM.
机译:计算建模是检测眼睛异常的有效工具,是热疗的宝贵助手。在所有这些诊断和治疗中,准确预测温度分布非常重要。但是,当前用于此类目的的标准有限元方法(FEM)强烈依赖于单元网格,离散化系统表现出所谓的“过硬”行为。为了克服这一缺点,本文提出了一种α有限元方法(αFEM),用于计算人眼中二维(2D)和三维(3D)生物热传递。使用三角形(2D)和四面体(3D)元素,aFEM可以产生更为准确的结果,这些元素可以针对复杂的区域自动生成,因此特别适合于人眼建模。在aFEM中,引入了比例因子α∈[0,1],以结合“过于僵硬”的FEM模型和“过度柔软”的基于节点的有限元方法(NS-FEM)模型。选择适当的a,aFEM可以生成连续系统非常“接近精确”的刚度的模型。数值结果表明,与标准FEM和NS-FEM相比,本方法给出的结果要准确得多。

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  • 作者单位

    Centre for Advance Computations in Engineering Science (ACES), Department of Mechanical Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore;

    rnCentre for Advance Computations in Engineering Science (ACES), Department of Mechanical Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore Singapore-MIT Alliance (SMA), E4-04-10, 4 Engineering Drive 3, Singapore 117576, Singapore;

    rnCentre for Advance Computations in Engineering Science (ACES), Department of Mechanical Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117576, Singapore;

    rnState Key Laboratory of Advanced Technology for Vehicle Body Design and Manufacture, Hunan University, Changsha 410082, People's Republic of China;

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  • 正文语种 eng
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  • 关键词

    bioheat transfer; numerical method; mesh-free method; finite element method (FEM); alpha finite element method (αFEM);

    机译:生物热传递;数值方法无网格方法;有限元法(FEM);alpha有限元方法(αFEM);

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