Discrete Green’s functions and spectral graph theory for computationally efficient thermal modeling

نویسندگان

چکیده

This work concerns solutions of the heat equation with spectral graph method, for which temperature is defined at discrete points in domain and spatial relationship among described by a graph. The on solved using matrix techniques involving eigenvectors eigenvalues Laplacian matrix. approach precludes computationally intensive meshing numerous time-integration steps finite element method. In present work, method extended to include loss boundaries generalized boundary condition, physics-based edge weights are introduced simplify calibration process. From this Green’s function allows under variety heating conditions including: space-varying initial conditions; time-and-space varying internal heating; and, time-and-space-varying type 1 (Dirichlet), 2 (Neumann) 3 (Robin). Results provided benchmark transfer problems one dimension three dimensions, verification comparison exact analytical difference solutions. converges within 0.4% error solution. practical utility demonstrated thermal simulation multilayer additive manufacturing results compared experimentally-obtained data two metal parts, less than 5% experimental measurements, computation time minute desktop computer.

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ژورنال

عنوان ژورنال: International Journal of Heat and Mass Transfer

سال: 2022

ISSN: ['1879-2189', '0017-9310']

DOI: https://doi.org/10.1016/j.ijheatmasstransfer.2021.122112