Meshless Transient Thermal Modeling of Polymer Composite Curing with Exothermic Heat Generation

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Abstract:

This work presents a hybrid formulation combining the Method of Fundamental Solutions (MFS) and the Method of Particular Solutions (MPS) coupled with an implicit Finite Difference Method (FDM) to simulate the transient heat conduction in a two-layer domain composed of a steel tool and an epoxy resin. The proposed approach incorporates a non-homogeneous source term in the governing equation, allowing the analysis of the curing heat release within the resin layer while maintaining a meshless boundary-based structure. Sequential numerical tests were performed to empirically assess the influence of key hyper-parameters number and position of source points, distance parameters, and the Tikhonov regularization factor on the stability and accuracy of the method. The MFS-MPS/FDM model showed excellent agreement with the finite element results reported by Dei Sommi et al., achieving low RMSE and MAE values relative to the thermal scale of the process. These results confirm the robustness and predictive capability of the MFS in capturing transient thermal evolution even in the presence of a source term, although its performance remains sensitive to the proper calibration of numerical hyper-parameters.

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[1] Andrea Dei Sommi, Giuseppe Buccoliero, Francesca Lionetto, Fabio De Pascalis, Michele Nacucchi, and Alfonso Maffezzoli. A finite element model for the prediction of porosity in autoclave cured composites. Composites Part B: Engineering, 264:110882, September 2023.

DOI: 10.1016/j.compositesb.2023.110882

Google Scholar

[2] Andrea Dei Sommi, Francesca Lionetto, Giuseppe Buccoliero, and Alfonso Maffezzoli. The effect of absorbed moisture and resin pressure on porosity in autoclave cured epoxy resin. Polymer Composites, 45(17):15793-15803, August 2024.

DOI: 10.1002/pc.28870

Google Scholar

[3] Jin-Sang Yoon, Kibum Kim, and Hyoung-Seock Seo. Computational modeling for cure process of carbon epoxy composite block. Composites Part B: Engineering, 164:693-702, 2019.

DOI: 10.1016/j.compositesb.2019.01.082

Google Scholar

[4] Sandeep Chava and Sirish Namilae. Process modeling for strain evolution during autoclave composite cure. Applied Composite Materials, 30(2):361-377, 2023.

DOI: 10.1007/s10443-022-10086-5

Google Scholar

[5] B Tomas Johansson and Daniel Lesnic. A method of fundamental solutions for transient heat conduction in layered materials. Engineering Analysis with Boundary Elements, 33(12):1362-1367, 2009.

DOI: 10.1016/j.enganabound.2009.04.014

Google Scholar

[6] Xin Li. Convergence of the method of fundamental solutions for solving the boundary value problem of modified helmholtz equation. Applied mathematics and computation, 159(1):113-125, 2004.

DOI: 10.1016/j.amc.2003.10.049

Google Scholar

[7] Ching-Shyang Chen, Chia-Ming Fan, and PH Wen. The method of approximate particular solutions for solving certain partial differential equations. Numerical Methods for Partial Differential Equations, 28(2):506-522, 2012.

DOI: 10.1002/num.20631

Google Scholar

[8] CS Chen, Xinrong Jiang, Wen Chen, and Guangming Yao. Fast solution for solving the modified helmholtz equation withthe method of fundamental solutions. Communications in Computational Physics, 17(3):867-886, 2015.

DOI: 10.4208/cicp.181113.241014a

Google Scholar

[9] Bandar Bin-Mohsin and Daniel Lesnic. The method of fundamental solutions for helmholtztype equations in composite materials. Computers & Mathematics with Applications, 62(12):4377-4390, 2011.

DOI: 10.1016/j.camwa.2011.10.006

Google Scholar