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改良麦克拉克伦模型与电导率三维有限元方法的间期研究。

Interphase investigation of modified McLachlan model and the 3D finite element method for electrical conductivity.

作者信息

Zulkarnain Muhammad, Harny Irianto, Damanhuri A A M

机构信息

Faculty of Mechanical Technology and Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Durian Tunggal, Melaka, 76100, Malaysia.

Department General Education, Faculty of Resilience, Rabdan Academy, Abu Dhabi, 22401, United Arab Emirates.

出版信息

Heliyon. 2025 Jan 1;11(1):e41621. doi: 10.1016/j.heliyon.2024.e41621. eCollection 2025 Jan 15.

Abstract

This paper explores the electrical conductivity interphase of Ag/Epoxy composite using modified McLachlan theory and 3D finite element composite model through experimental verification. The model characteristic presents conductivity as a dynamic function influenced by particle content, particle electrical properties, electrical properties transition, and an exponent. This model was meticulously crafted, considering the intricate interplay between the polymer matrix and silver particles, the tunnelling distance between adjacent silver particles, and the interphase regions around particles. This model has proven its mettle through rigorous analysis of experimental results and the impact of various parameters on conductivity. The predictions have shown impressive alignment with the experimental data, highlighting the crucial roles played by the parameters in the conductivity of silver composites where the percolation threshold reached 6 vol % of filler loading. The experimental study demonstrated that the electrical conductivity was 3.84 × 10 S/cm for micro-sized particles and 1.32 × 10 S/cm for nano-sized particles. Notably, a large tunnelling distance drastically reduces conductivity, while higher and slighter surface energies of the polymer matrix and filler enhance conductivity. Furthermore, a thin interphase yields minimal conductivity, whereas a thick interphase and low waviness improve conductivity. The McLachlan-modified model falls slightly short in accuracy compared to the 3D finite element method models. Adjustments to the equations can enhance its alignment with experimental data.

摘要

本文通过实验验证,利用改进的麦克拉克伦理论和三维有限元复合材料模型,对银/环氧树脂复合材料的电导率界面进行了探究。该模型的特点是将电导率表示为一个受颗粒含量、颗粒电学性质、电学性质转变以及一个指数影响的动态函数。该模型经过精心构建,考虑了聚合物基体与银颗粒之间的复杂相互作用、相邻银颗粒之间的隧穿距离以及颗粒周围的界面区域。通过对实验结果以及各种参数对电导率的影响进行严格分析,该模型已证明了其价值。预测结果与实验数据显示出令人印象深刻的一致性,突出了这些参数在银复合材料电导率中所起的关键作用,其中渗流阈值达到了填料负载的6体积%。实验研究表明,对于微米级颗粒,电导率为3.84×10 S/cm,对于纳米级颗粒,电导率为1.32×10 S/cm。值得注意的是,较大的隧穿距离会大幅降低电导率,而聚合物基体和填料较高且略微的表面能会提高电导率。此外,薄的界面产生的电导率最小,而厚的界面和低波纹度会提高电导率。与三维有限元方法模型相比,麦克拉克伦改进模型在精度上略显不足。对方程进行调整可以增强其与实验数据的一致性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5046/11761280/92e4e292cbe8/gr1.jpg

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