Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Polyacrylonitrile Interactions with Carbon Nanotubes in Solution: Conformations and Binding as a Function of Solvent, Temperature, and Concentration

Journal Article · · Advanced Functional Materials
 [1];  [2];  [1];  [1];  [3];  [3];  [1]
  1. Department of Chemical and Biological Engineering University of Colorado at Boulder Boulder CO 80309 USA
  2. Department of Chemical and Biological Engineering University of Colorado at Boulder Boulder CO 80309 USA, Department of Mechanical Engineering NED University of Engineering &, Technology University Road Karachi 75270 Pakistan
  3. School of Materials Science and Engineering Georgia Institute of Technology Atlanta GA 30332 USA
Abstract

Polyacrylonitrile (PAN) is among the most promising precursor polymers to produce strong and lightweight carbon fiber. Conformations in solution and the extent of binding to carbon nanotubes (CNTs) are critical during gel spinning and for alignment of graphitic layers upon carbonization. Here, quantitative insights into these processes are reported using molecular dynamics simulations at the atomic scale including virtual π electrons and comparisons to experimental data. Common solvents for fiber spinning induce significant differences in PAN conformation in dilute solutions at 25 °C with persistence lengths between 0.5 and 2 nm. Variations in conformation become smaller at 75 °C, in the presence of CNTs, and at higher PAN concentration. “Aging” of PAN conformations in dimethylformamide and dimethylsulfoxide at higher temperature is explained and a correlation between extended polymer conformations and increased binding to CNTs is identified in dilute solutions. PAN is overall barely attracted to CNTs under common solution conditions and enters significant surface contact only at higher concentration as solvent is physically removed. The impact of temperature is small, whereby binding increases at lower temperatures. The results provide guidance to control interactions of polymers with CNTs to induce distinct conformations and specific binding at the early stages of assembly.

Sponsoring Organization:
USDOE
Grant/Contract Number:
AC02-06CH11357
OSTI ID:
1579989
Journal Information:
Advanced Functional Materials, Journal Name: Advanced Functional Materials Journal Issue: 50 Vol. 29; ISSN 1616-301X
Publisher:
Wiley Blackwell (John Wiley & Sons)Copyright Statement
Country of Publication:
Germany
Language:
English

References (86)

Origin and Control of Polyacrylonitrile Alignments on Carbon Nanotubes and Graphene Nanoribbons journal January 2018
Chemically Specific Multiscale Modeling of Clay-Polymer Nanocomposites Reveals Intercalation Dynamics, Tactoid Self-Assembly and Emergent Materials Properties journal December 2014
Repairable Woven Carbon Fiber Composites with Full Recyclability Enabled by Malleable Polyimine Networks journal February 2016
Challenges in Liquid-Phase Exfoliation, Processing, and Assembly of Pristine Graphene journal August 2016
An improved OPLS-AA force field for carbohydrates journal October 2002
Development and testing of a general amber force field journal January 2004
Computational screening of biomolecular adsorption and self-assembly on nanoscale surfaces journal January 2009
CHARMM36 all-atom additive protein force field: Validation based on comparison to NMR data journal July 2013
Processing, structure, and properties of gel spun PAN and PAN/CNT fibers and gel spun PAN based carbon fibers journal August 2015
Correlation between inhomogeneity in polyacrylonitrile spinning dopes and carbon fiber tensile strength journal November 2018
Structure and energetics of ligand binding to proteins:Escherichia coli dihydrofolate reductase-trimethoprim, a drug-receptor system journal January 1988
Fast Parallel Algorithms for Short-Range Molecular Dynamics journal March 1995
AMBER, a package of computer programs for applying molecular mechanics, normal mode analysis, molecular dynamics and free energy calculations to simulate the structural and energetic properties of molecules journal September 1995
VMD: Visual molecular dynamics journal February 1996
Constitutive modeling of nanotube–reinforced polymer composites journal August 2003
Surface studies of hydroxylated multi-wall carbon nanotubes journal March 2012
High resolution transmission electron microscopy study on polyacrylonitrile/carbon nanotube based carbon fibers and the effect of structure development on the thermal and electrical conductivities journal November 2015
Multi-step mechanism of carbonization in templated polyacrylonitrile derived fibers: ReaxFF model uncovers origins of graphite alignment journal November 2015
The interplay between multiple toughening mechanisms in nanocomposites with spatially distributed and oriented carbon nanotubes as revealed by dual-scale simulations journal February 2019
Phase transformation as the mechanism of mechanical deformation of vertically aligned carbon nanotube arrays: Insights from mesoscopic modeling journal March 2019
Influence of aluminates on the hydration kinetics of tricalcium silicate journal October 2017
: A force field database for cementitious materials including validations, applications and opportunities journal December 2017
Molecular dynamics simulations of the elastic properties of polymer/carbon nanotube composites journal April 2007
Carbon nanotube reinforced small diameter polyacrylonitrile based carbon fiber journal March 2009
Molecular engineering of interphases in polymer/carbon nanotube composites to reach the limits of mechanical performance journal September 2018
Understanding the polymer type and CNT orientation effect on the dynamic mechanical properties of high volume fraction CNT polymer nanocomposites journal November 2016
Oriented and exfoliated single wall carbon nanotubes in polyacrylonitrile journal May 2006
Solubility parameter-based analysis of polyacrylonitrile solutions in N,N-dimethyl formamide and dimethyl sulfoxide journal May 2014
Ordered wrapping of poly(methyl methacrylate) on single wall carbon nanotubes journal July 2015
A multiscale mechanical model for the effective interphase of SWNT/epoxy nanocomposite journal April 2016
High impact strength polypropylene containing carbon nanotubes journal September 2016
Effects of conformational change of polyacrylonitrile on the aging behavior of the solutions in N,N-dimethyl formamide journal January 2017
Stress transfer in nanocomposites enabled by poly(methyl methacrylate) wrapping of carbon nanotubes journal November 2017
Nanoparticle decoration with surfactants: Molecular interactions, assembly, and applications journal February 2017
Impact imaging of aircraft composite structure based on a model-independent spatial-wavenumber filter journal January 2016
Consequences of Hydrocarbon Contamination for Wettability and Protein Adsorption on Graphite Surfaces journal May 2015
High-Strength Carbon Nanotube Film from Improving Alignment and Densification journal January 2016
Design Rules for Enhanced Interfacial Shear Response in Functionalized Carbon Fiber Epoxy Composites journal March 2017
Nanoscale Structure–Property Relationships of Polyacrylonitrile/CNT Composites as a Function of Polymer Crystallinity and CNT Diameter journal December 2017
Elucidation of Peptide-Directed Palladium Surface Structure for Biologically Tunable Nanocatalysts journal May 2015
Diameter-Selective Dispersion of Carbon Nanotubes via Polymers: A Competition between Adsorption and Bundling journal August 2015
Isolation of Pristine Electronics Grade Semiconducting Carbon Nanotubes by Switching the Rigidity of the Wrapping Polymer Backbone on Demand journal September 2015
Carbon Nanotube Dispersion in Solvents and Polymer Solutions: Mechanisms, Assembly, and Preferences journal October 2016
Atomic-Scale Structure and Stress Release Mechanism in Core–Shell Nanoparticles journal November 2018
Polymer/Carbon Nanotube Nano Composite Fibers–A Review journal February 2014
Prediction of Specific Biomolecule Adsorption on Silica Surfaces as a Function of pH and Particle Size journal September 2014
Photoisomerization of Azobenzene Grafted to Layered Silicates: Simulation and Experimental Challenges journal October 2008
The Cation−π Interaction journal August 1997
Molecular Modeling of Geometries, Charge Distributions, and Binding Energies of Small, Druglike Molecules Containing Nitrogen Heterocycles and Exocyclic Amino Groups in the Gas Phase and in Aqueous Solution journal September 2008
An ab Initio CFF93 All-Atom Force Field for Polycarbonates journal April 1994
Chemistry of Aqueous Silica Nanoparticle Surfaces and the Mechanism of Selective Peptide Adsorption journal April 2012
Exploiting Localized Surface Binding Effects to Enhance the Catalytic Reactivity of Peptide-Capped Nanoparticles journal July 2013
Nature of Molecular Interactions of Peptides with Gold, Palladium, and Pd−Au Bimetal Surfaces in Aqueous Solution journal July 2009
Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids journal January 1996
Bending of Layered Silicates on the Nanometer Scale: Mechanism, Stored Energy, and Curvature Limits journal October 2011
Carbonization in Polyacrylonitrile (PAN) Based Carbon Fibers Studied by ReaxFF Molecular Dynamics Simulations journal April 2012
Force Field for Tricalcium Silicate and Insight into Nanoscale Properties: Cleavage, Initial Hydration, and Adsorption of Organic Molecules journal April 2013
Nanotube Dispersion and Polymer Conformational Confinement in a Nanocomposite Fiber: A Joint Computational Experimental Study journal July 2014
ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation journal February 2008
Molecular Dynamics Simulations of Flexible Polymer Chains Wrapping Single-Walled Carbon Nanotubes journal April 2010
COMPASS:  An ab Initio Force-Field Optimized for Condensed-Phase ApplicationsOverview with Details on Alkane and Benzene Compounds journal September 1998
Thermodynamically Consistent Force Fields for the Assembly of Inorganic, Organic, and Biological Nanostructures: The INTERFACE Force Field journal January 2013
Determination of the Carbon Black Surface Free Energy Components from the Heat of Immersion Measurements journal October 1997
Ab initio calculations and force field development for computer simulation of polysilanes journal May 1995
Effect of airborne contaminants on the wettability of supported graphene and graphite journal July 2013
Wetting translucency of graphene journal September 2013
Insight into induced charges at metal surfaces and biointerfaces using a polarizable Lennard–Jones potential journal February 2018
Carbon nanotube bundles with tensile strength over 80 GPa journal May 2018
Long time atomistic polymer trajectories from coarse grained simulations: bisphenol-A polycarbonate journal January 2006
Emergence of fiber supercapacitors journal January 2015
Simulations of inorganic–bioorganic interfaces to discover new materials: insights, comparisons to experiment, challenges, and opportunities journal January 2016
Atomic-scale identification of Pd leaching in nanoparticle catalyzed C–C coupling: effects of particle surface disorder journal January 2015
Nature of peptide wrapping onto metal nanoparticle catalysts and driving forces for size control journal January 2017
Tailoring the fibre-to-matrix interface using click chemistry on carbon fibre surfaces journal January 2017
Poly(amino-methacrylate) as versatile agent for carbon nanotube dispersion: an experimental, theoretical and application study journal January 2010
Knitted and screen printed carbon-fiber supercapacitors for applications in wearable electronics journal January 2013
Reliable computational design of biological-inorganic materials to the large nanometer scale using Interface-FF journal May 2017
Interlayer cohesive energy of graphite from thermal desorption of polyaromatic hydrocarbons journal April 2004
Interlayer binding energy of graphite: A mesoscopic determination from deformation journal May 2012
Building two-dimensional materials one row at a time: Avoiding the nucleation barrier journal December 2018
Structural and Functional Fibers journal July 2017
Multiscale Simulation of Soft Matter: From Scale Bridging to Adaptive Resolution journal May 2008
Solvent selection for polyacrylonitrile using molecular dynamic simulation and the effect of process parameters of magnetic-field-assisted electrospinning on fiber alignment journal October 2014
Clay minerals for nanocomposites and biotechnology: surface modification, dynamics and responses to stimuli journal June 2012
Hansen Solubility Parameters book June 2007
Polymer Chemistry book February 2007

Similar Records

Rheological behavior and fiber spinning of polyacrylonitrile (PAN)/Carbon nanotube (CNT) dispersions at high CNT loading
Journal Article · Wed Dec 30 19:00:00 EST 2020 · Polymer · OSTI ID:1851845

Carbon Nanotube Dispersion in Solvents and Polymer Solutions: Mechanisms, Assembly, and Preferences
Journal Article · Tue Oct 04 00:00:00 EDT 2016 · ACS Nano · OSTI ID:1565669

Structure, properties, and applications of polyacrylonitrile/carbon nanotube ( CNT ) fibers at low CNT loading
Journal Article · Thu Jul 09 20:00:00 EDT 2020 · Polymer Engineering and Science · OSTI ID:1638122

Related Subjects