Multiscale Simulation and Experimental Study on the Edge-Catalyzed Carbonization of PAN-Based Carbon Fibers with Diverse Carbon Nanomaterials

Carbon nanomaterials (CNMs) are frequently incorporated into polyacrylonitrile (PAN) precursors as structural templates or reinforcements to enhance the microstructure and the macroscopic performance of carbon fibers. However, the interfacial characteristics and mechanisms governing the dynamic evolution of PAN during heat treatment remain elusive. Herein, we investigated PAN composites reinforced with CNMs, including zero-dimensional fullerenes, one-dimensional carbon nanotubes, and two-dimensional RGOs. First-principles calculations and noncovalent interaction analyses were employed to elucidate interfacial properties between CNMs and PAN chains. Subsequently, large-scale molecular dynamics (MD) simulations revealed the structural evolution of these systems under both room temperature and high-temperature carbonization conditions. The results confirmed an edge-guided interfacial alignment and demonstrated that CNMs of varying dimensions exhibit distinct edge-catalytic effects. These theoretical findings were validated experimentally via X-ray diffraction (XRD), Raman spectroscopy (Raman), X-ray photoelectron spectroscopy (XPS), thermogravimetric analysis (TGA), etc., characterizations of composite carbonized at various temperatures, which corroborated the differential catalytic impacts of CNMs. The results show that carbon nanotubes present higher catalytic activity, whereas RGO contributes to a more-thermally stable graphitic architecture. This research provides a comprehensive atomic-level understanding of PAN/CNM composites, offering significant theoretical guidance for the development of carbon fiber-based functional materials.

Authors

Institutions

Publication Details

Journal
Langmuir
Published
2026-05-22
DOI
https://doi.org/10.1021/acs.langmuir.6c00923
Primary Topic
Fiber-reinforced polymer composites
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiscale Simulation and Experimental Study on the Edge-Catalyzed Carbonization of PAN-Based Carbon Fibers with Diverse Carbon Nanomaterials

Yu Zhang, Huan Yu, S Y Sun, Bosen Xiang et al.
Langmuir
Fiber-reinforced polymer composites
article

Multiscale Simulation and Experimental Study on the Edge-Catalyzed Carbonization of PAN-Based Carbon Fibers with Diverse Carbon Nanomaterials

Yu Zhang, Huan Yu, S Y Sun, Bosen Xiang, Mengyuan Hao
article en

Abstract

Carbon nanomaterials (CNMs) are frequently incorporated into polyacrylonitrile (PAN) precursors as structural templates or reinforcements to enhance the microstructure and the macroscopic performance of carbon fibers. However, the interfacial characteristics and mechanisms governing the dynamic evolution of PAN during heat treatment remain elusive. Herein, we investigated PAN composites reinforced with CNMs, including zero-dimensional fullerenes, one-dimensional carbon nanotubes, and two-dimensional RGOs. First-principles calculations and noncovalent interaction analyses were employed to elucidate interfacial properties between CNMs and PAN chains. Subsequently, large-scale molecular dynamics (MD) simulations revealed the structural evolution of these systems under both room temperature and high-temperature carbonization conditions. The results confirmed an edge-guided interfacial alignment and demonstrated that CNMs of varying dimensions exhibit distinct edge-catalytic effects. These theoretical findings were validated experimentally via X-ray diffraction (XRD), Raman spectroscopy (Raman), X-ray photoelectron spectroscopy (XPS), thermogravimetric analysis (TGA), etc., characterizations of composite carbonized at various temperatures, which corroborated the differential catalytic impacts of CNMs. The results show that carbon nanotubes present higher catalytic activity, whereas RGO contributes to a more-thermally stable graphitic architecture. This research provides a comprehensive atomic-level understanding of PAN/CNM composites, offering significant theoretical guidance for the development of carbon fiber-based functional materials.

Langmuir
Zhejiang Wanli University (CN), Chinese Academy of Sciences (CN), Ningbo Institute of Industrial Technology (CN)
Natural Science Foundation of Zhejiang Province
Openalex Percentile: Top 10%
Fiber-reinforced polymer composites
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.