利用重参数化ReaxFF方法探索pan基碳纤维中环的原子尺度形成和演化

IF 3.2 3区 化学 Q2 CHEMISTRY, PHYSICAL
Kuan Lu, Yuanyuan Ma*, Chunxiang Lu, Yong Yang, Yong-Wang Li and Xiao-Dong Wen*, 
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引用次数: 0

摘要

碳纤维(CF)是替代传统工程材料的理想轻量化材料。为了提高碳纤维的性能,迫切需要阐明碳纤维从聚合、预氧化到碳化的所有反应。另外,分子动力学(MD)模拟的探索可以通过提供直观的见解来弥合差距;然而,它面临着缺乏为这些反应量身定制的良好开发和验证的反应力场(ReaxFF)。本文首先通过训练电荷分布、键形成、角度参数、分子结构和能量格局,开发了适用于碳纤维制备的所有反应的扩展的CHONSi-2024 ReaxFF电位。通过对CF地层过程的综合MD模拟,进一步验证了该方法的准确性和可靠性。对几个重要的反应进行了详细的观察和分析。在聚丙烯腈模型中,丙烯腈(AN)的均聚以及AN与衣康酸(IA)的共聚以涉及氰基氮原子的头-头、头-尾和头-尾连接的方式发生,与实验观察一致。在预氧化阶段,聚丙烯腈与氧的反应通过PAN主链的连续脱氢、氰基的裂解、含氮共轭环的形成、β-碳原子被氧氧化、部分碳环化等一系列初级反应,最终形成稳定的阶梯结构。在pan基模型的高温碳化中,探讨了各种小分子物种的消除和促进碳簇生长的关键氮转化机制。这个过程驱动了最终的涡轮碳结构的形成。最后,得到了一种具有五元、六元和七元碳环特征的碳纤维结构,并对其进行了表征。这些模拟结果与建立的实验反应路径之间的强烈一致性表明,这一新发展的力场使研究碳纤维制备的复杂化学过程取得了快速进展,为高性能碳纤维合成的优化铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Exploring the Atomistic-Scale Formation and Evolution of Rings in PAN-Based Carbon Fibers Using a Reparameterized ReaxFF Approach

Exploring the Atomistic-Scale Formation and Evolution of Rings in PAN-Based Carbon Fibers Using a Reparameterized ReaxFF Approach

Carbon fiber (CF) is an ideal lightweight material to replace traditional engineering materials. For the high performance of CF, there is an urgent need to elucidate all reactions involved in carbon fiber from polymerization and preoxidation to carbonization. Alternatively, exploration of molecular dynamics (MD) simulations can bridge the gap by providing intuitive insights; however, it faces a lack of well-developed and validated reactive force field (ReaxFF) tailored for these reactions. Herein, an expanded CHONSi-2024 ReaxFF potential suitable for all reactions for carbon fiber preparation is first developed by training the charge distributions, bond formations, angle parameters, molecular structures, and energy landscapes. Its accuracy and reliability are further validated through comprehensive MD simulations of the CF formation processes. Several significant reactions are observed and analyzed in detail. During polymerization in the PAN-based models, the homopolymerization of acrylonitrile (AN) and copolymerization of AN with itaconic acid (IA) occur, in the way of head–head, head–tail, and head–tail connections involving cyano nitrogen atoms, in agreement with experimental observations. In the preoxidation stage, the reaction between polyacrylonitrile and oxygen is observed through a series of primary reactions, including continuous dehydrogenation of PAN backbone, the cleavage of cyanide groups, the formation of nitrogen-containing conjugated rings, oxidation of β-carbon atoms by oxygen, and partial carbon cyclization, ultimately leading to the formation of stable ladder structures. In the higher temperature carbonization of the PAN-based models, the elimination of various small molecular species and the nitrogen transformation mechanism─critical for promoting carbon cluster growth─are explored. This process drives the formation of the final turbostratic carbon structure. Ultimately, a carbon fiber structure characterized by five-, six-, and seven-membered carbon rings is obtained and characterized. The strong agreement between these simulation results and established experimental reaction pathways demonstrates that this newly developed force field enables rapid progress in studying the intricate chemistry of carbon fiber preparation and paves the way for the optimization of high-performance carbon fiber synthesis.

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来源期刊
The Journal of Physical Chemistry C
The Journal of Physical Chemistry C 化学-材料科学:综合
CiteScore
6.50
自引率
8.10%
发文量
2047
审稿时长
1.8 months
期刊介绍: The Journal of Physical Chemistry A/B/C is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, and chemical physicists.
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