Evaluation of theoretical models for anisotropic effective thermal conductivity in continuous fiber-reinforced thermoplastic laminates

IF 4 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
James T Gayton, Justin Lawrence Lapp
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引用次数: 0

Abstract

Purpose

Continuous fiber-reinforced thermoplastic composites are a class of materials highly valuable for structural applications and modeling of heat transfer within them is critical to the design of their processing methods. However, the fiber reinforcement leads to highly anisotropic thermal conduction. Among a variety of methods to account for anisotropic thermal conductivity, continuum models with effective media approximation thermal conductivity are computationally efficient and require minimal data to begin modeling a specific composite material. The purpose of this study is to evalute the utility of these models.

Design/methodology/approach

In this work, six potential effective media approximation models are evaluated against experimental heating data. Thick (>25 mm) glass fiber-reinforced polyethylene terephthalate glycol (PET-G) specimens with 40% fiber volume fraction were heated with embedded resistance heating to produce validation and testing data sets. A two-dimensional finite-difference solver was implemented using each of the six effective media approximation models. The accuracy of each model is compared.

Findings

The model developed by Cheng and Vachon was found to predict the experimental results most accurately. Fit statistics were similar in the testing and validation data sets. This model is recommended for simulation of transient heating in continuous fiber-reinforced thermoplastic composites with low-to-moderate fiber volume fractions.

Originality/value

There are a wide variety of mathematical models for effective media approximation thermal conductivity, though very few have been applied to continuous fiber-reinforced thermoplastic composites. This work shows that the simplest methods based on rules of mixtures are well outperformed by more modern and complex models, and should be incorporated for accurate prediction of heating during thermal processing of fiber-reinforced thermoplastic composites.

连续纤维增强热塑性层压板各向异性有效导热系数理论模型的评价
目的:连续纤维增强热塑性复合材料是一类具有很高结构应用价值的材料,其内部的传热建模对其加工方法的设计至关重要。然而,纤维增强导致了高度的各向异性热传导。在解释各向异性导热系数的各种方法中,具有有效介质近似导热系数的连续统模型计算效率高,并且需要最少的数据来开始对特定复合材料进行建模。本研究的目的是评估这些模型的效用。设计/方法/方法在这项工作中,根据实验加热数据评估了六种潜在的有效介质近似模型。厚(> 25mm)纤维体积分数为40%的玻璃纤维增强聚对苯二甲酸乙二醇酯(PET-G)样品采用嵌入式电阻加热加热,以产生验证和测试数据集。利用六种有效介质近似模型分别实现了二维有限差分求解器。比较了各模型的精度。发现Cheng和Vachon开发的模型能够最准确地预测实验结果。检验和验证数据集的拟合统计量相似。该模型适用于低至中等纤维体积分数的连续纤维增强热塑性复合材料的瞬态加热模拟。有各种各样的有效介质近似热导率的数学模型,尽管很少有被应用于连续纤维增强热塑性复合材料。这项工作表明,基于混合规则的最简单的方法被更现代和更复杂的模型所优于,并且应该纳入纤维增强热塑性复合材料热加工过程中加热的准确预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.50
自引率
11.90%
发文量
100
审稿时长
6-12 weeks
期刊介绍: The main objective of this international journal is to provide applied mathematicians, engineers and scientists engaged in computer-aided design and research in computational heat transfer and fluid dynamics, whether in academic institutions of industry, with timely and accessible information on the development, refinement and application of computer-based numerical techniques for solving problems in heat and fluid flow. - See more at: http://emeraldgrouppublishing.com/products/journals/journals.htm?id=hff#sthash.Kf80GRt8.dpuf
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