Tianyu Guo1,2, Zhangmin Wan1,2, Yan Yu2, Hui Chen1, Zhifeng Wang3, Dagang Li4, Junlong Song1, Orlando J Rojas2,5, Yongcan Jin1. 1. Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, and Jiangsu Provincial Key Lab of Pulp and Paper Science and Technology, Nanjing Forestry University, Nanjing 210037, P. R. China. 2. Bioproducts Institute, Department of Chemical and Biological Engineering, Department of Chemistry and Department of Wood Science, The University of British Columbia, 2360 East Mall, Vancouver, British Columbia V6T 1Z3, Canada. 3. Testing Center, Yangzhou University, 48# Wenhui East Road, Yangzhou 225002, P. R. China. 4. College of Material Science and Engineering, Nanjing Forestry University, Nanjing 210037, P. R. China. 5. Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16300, FI-00076 Aalto, Finland.
Abstract
We investigate the mechanism of binding of dopamine-conjugated carboxymethyl cellulose (DA-CMC) with carbon nanotubes (CNTs) and the strain-induced interfacial strengthening that takes place upon wet drawing and stretching filaments produced by wet-spinning. The filaments are known for their tensile strength (as high as 972 MPa and Young modulus of 84 GPa) and electrical conductivity (241 S cm-1). The role of axial orientation in the development of interfacial interactions and structural changes, enabling shear load bearing, is studied by molecular dynamics simulation, which further reveals the elasto-plasticity of the system. We propose that the reversible torsion of vicinal molecules and DA-CMC wrapping around CNTs are the main contributions to the interfacial strengthening of the filaments. Such effects play important roles in impacting the properties of filaments, including those related to electrothermal heating and sensing. Our findings contribute to a better understanding of high aspect nanoparticle assembly and alignment to achieve high-performance filaments.
We investigate the mechanism of binding of dopamine-conjugated carboxymethyl cellulose (DA-CMC) with carbon nanotubes (CNTs) and the strain-induced interfacial strengthening that takes place upon wet drawing and stretching filaments produced by wet-spinning. The filaments are known for their tensile strength (as high as 972 MPa and Young modulus of 84 GPa) and electrical conductivity (241 S cm-1). The role of axial orientation in the development of interfacial interactions and structural changes, enabling shear load bearing, is studied by molecular dynamics simulation, which further reveals the elasto-plasticity of the system. We propose that the reversible torsion of vicinal molecules and DA-CMC wrapping around CNTs are the main contributions to the interfacial strengthening of the filaments. Such effects play important roles in impacting the properties of filaments, including those related to electrothermal heating and sensing. Our findings contribute to a better understanding of high aspect nanoparticle assembly and alignment to achieve high-performance filaments.
Nature
builds responsive and adaptive structures that amplify the
properties of materials through the use of component modularity combined
with highly ordered structuring.[1] To note
one example, the outer cell wall layer of wood fibers (specifically,
the S2 layer in the secondary wall) exhibits remarkable stiffness
and strength, which is explained by the hierarchical arrangement of
cellulose microfibrils.[2] This hierarchical
structure includes a tilt orientation of cellulose fibrils relative
to the longitudinal cell axis (the microfiber angle), which largely
determines the stiffness of the system. At a low microfiber angle,
the lamellae between each fibril tend to be small, which leads to
a tight structure. Upon axial stretching, the microfibers are straightened
and resist interfacial shear instead of an early slide between neighboring
building blocks. From an atomic-scale perspective, the lack of orientation
of pyranoid rings induces steric effects, contributing to sliding
resistance and facilitating a process whereby contiguous molecular
chains become locked. Overall, the stiffness of plant cells can largely
benefit from such structural effects.[3] Meanwhile,
compared with the S2 layer, the middle lamella, with relatively loose
microfibrillar packing, requires a larger reorientation under stress,
which means early dislocation and sliding tend to happen early under
strain. Consequently, the tensile strength in the middle lamella is
around 10 MPa, which is far lower than that of the S2 layer.[4−6]Inspired by the above observations, we expand on the opportunity
to improve the mechanical performance of man-made materials, for example,
by strengthening the interfacial stability of building blocks present
in structured filaments. This can be achieved if one gains a better
understanding of the interfacial behavior and dislocation motion of
neighboring constituents.[7,8] In this context, synthetic
carbon materials, such as carbon nanotubes (CNTs), are known to be
strong and stiff (tensile strength of 13–53 GPa and Young’s
modulus of 0.4–5 TPa).[9−11] Unfortunately, such outstanding
properties can hardly be expanded to the macroscale, primarily due
to CNT entangling and overlapping, compromising the interfacial ability
to resist shear stress.[7,12] Bai et al. addressed such challenges
by bundling ultralong CNTs, leading to a tensile strength of over
80 GPa.[13] Kim et al. further utilized polydopamine
to enhance the interfacial strength of graphene fibers, which effectively
improved adhesion between the graphene layers. Using this approach,
the elastic modulus of composite fibers reached 110 GPa, nearly 10
times that of neat graphene fibers.[14−16] Li et al. applied the
combination of wet spinning and wet stretching to regulate graphene
layers with a highly ordered structure, enhancing the interactions
between adjacent graphene sheets. As a result, the mechanical strength
of these highly crystallite graphene fibers reached 3.4 GPa.[15] The described effects use low energy, which
is in contrast to other techniques normally used for filament formation,
especially those that rely on melting and chemical vapor deposition
(CVD).[14,16] While stretching and alignment of building
blocks have been demonstrated for their benefits, their adoption requires
well-dispersed precursor suspensions; otherwise, they would impair
the effective assembly of building blocks, leading to weakening the
strength of interfaces. This is most evident in CNT suspensions that
tend to aggregate in water.[17−19] In this vein, DNA,[20] proteins,[21] and polymers[22] have been shown as effective dispersants of
CNTs through noncovalent interactions, for example, by adsorption
and wrapping. They lead to a well-dispersed suspension that can be
further used in molecular self-assembly.[23]Previously, we showed that CNT can be conveniently dispersed
in
an aqueous colloidal suspension using dopamine-conjugated carboxymethyl
cellulose (DA-CMC). Moreover, upon wet spinning, tough composite filaments
were obtained (76 MJ m–3). Therein, dopamine acted
as a CNT binder[24] while carboxymethyl cellulose
(CMC) formed the matrix for filament formation.[25] The DA-CMC filaments displayed a strain-hardening ability
under plastic deformation, indicating that the external strain induced
axial orientation of the building blocks. To improve strength and
stiffness, wet spinning with subsequent stretching was proposed as
an efficient, low-energy approach.[26] Unfortunately,
the mechanisms that explain the interfacial strengthening of filaments,
such as those relevant to our previously reported DA-CMC/CNT system,
have remained open for elucidation. Herein, our goal is to address
this knowledge gap, following the guidance of molecular dynamics simulation
and confirmatory evidence from experimental data, to lead to an improved
performance of structures based on the given building blocks. As such,
we study the effects of wet-spinning and drawing on the stiffness
of hybrid filaments. The results led to wet-spun filaments displaying
a tensile strength and elastic modulus that surpass those measured
for all reported cellulose/CNT-based filaments.[27−30] Meanwhile, acknowledging the
differences in composition, we find that the specific strength is
higher compared to that obtained by the flow-assisted assembly of
nanocellulose.[31] Finally, we reveal the
main interactions and interfacial and structural effects that contribute
to the performance of the obtained materials.
Experimental
Section
Materials
Carboxymethyl cellulose (CMC, sodium form, Mw = 700 000 g mol–1, degree of substitution, DS = 0.9, Aldrich), dopamine (DA, 98%,
189.6 g mol–1), N-hydroxysuccinimide
(NHS), 1-(3-dimethylaminopropyl)-3-ethylcarbodiimide hydrochloride
(EDC), and calcium chloride were all purchased from Sigma-Aldrich
(Milwaukee). Single-walled carbon nanotubes (CNT, P3-SWNT, diameter:
1–2 nm, length: 1–3 μm) were obtained from Carbon
Solutions Inc., CA.
DA-CMC/CNT Suspensions
DA-grafted
CMC (DA-CMC) was
prepared by EDC/NHS coupling, as described earlier.[32,33] In short, 1-ethyl-3-(3-(dimethylamino)propyl)carbodiimide hydrochloride
(EDC, 5.0 mmol) was first added to 100 g of 1 wt % CMC solution and
magnetically stirred at 60 °C for 1 h. N-Hydroxysuccinimide
(NHS, 5.0 mmol) and dopamine hydrochloride (DA, 5.0 mmol) were then
added and stirred at 22 °C under a nitrogen atmosphere for 24
h. After removing the unreacted agents via dialysis, the resulting
DA-grafted CMC solution was lyophilized overnight. DA-CMC was added
to a high concentrated CNT solution at a given loading (50 wt %) under
30 min ultrasonication and extra mechanical stirring for 2 h. Following
this, the obtained DA-CMC/CNT suspensions were used to prepare the
filaments. Neat CNT suspension (without DA-CMC) was also produced
as a reference.
Filament Synthesis (Wet-Spinning and Wet-Drawing)
The
conditions used for wet spinning followed our previous report.[23] In short, as shown in Figure a, the DA-CMC/CNT and neat CNT spinning suspensions
were loaded into a 5 mL plastic syringe using a spinning nozzle (PEEK
tube with a diameter of 0.5 mm) and continuously injected into a rotating
bath driven by a pump operated at 4.2 mL min–1.
Ethyl alcohol was used as coagulation fluid. The wet-spun DA-CMC/CNT
gel filaments were transferred into the calcium chloride (CaCl2) solution (5 wt %) and dipped for 2 h. Subsequently, the
gel filaments were towed out from the solution for further wet drawing.
A continuous strain was achieved by securing the filament in a controlled
universal testing machine (SANS, CMT4202, China) that used two clamps
located between the stretcher and operated at a constant displacement
of 1 mm min–1 (see Video S1). Then, 4 cm of the wet thread was loaded and gradually stretched
at a speed of 15 mm min–1 until the desired extension
was achieved. The stretch ratio (SR) was defined as the ratio of the
final (stretched) length to the initial value (Figure S1). After wet-stretching, the filaments were dried
in a vacuum oven at 120 °C and fixed under tension to avoid shrinkage
during solvent evaporation. Filaments were produced at three different
stretching ratios, denoted as DA-CMC/CNT@0, DA-CMC/CNT@50, and DA-CMC/CNT@100.
Figure 1
Axial
orientation and assembly by controlled wet spinning and drawing:
(a) Schematic illustration of the wet-spinning process followed by
wet drawing. The carbon nanotubes wrapped with DA-CMC are shown in
a disordered orientation in the suspension, but they became aligned
after wet spinning and wet drawing. (b) Schlieren texture of the DA-CMC/CNT
suspension through polarized optical microscopy (POM) at rotation
angles of 0, 30, 60, and 90°. (c) Viscoelasticity (strain sweep)
of the DA-CMC/CNT suspension in the presence of CaCl2.
Axial
orientation and assembly by controlled wet spinning and drawing:
(a) Schematic illustration of the wet-spinning process followed by
wet drawing. The carbon nanotubes wrapped with DA-CMC are shown in
a disordered orientation in the suspension, but they became aligned
after wet spinning and wet drawing. (b) Schlieren texture of the DA-CMC/CNT
suspension through polarized optical microscopy (POM) at rotation
angles of 0, 30, 60, and 90°. (c) Viscoelasticity (strain sweep)
of the DA-CMC/CNT suspension in the presence of CaCl2.
Characterization
The morphology
of CNT and DA-CMC/CNT
was accessed by AFM imaging (Asylum Research Bio-MFP 3D, Oxford Instruments).
The symmetrical interactions (between CNT and CNT as well as that
between DA-CMC/CNT and DA-CMC/CNT) were measured by AFM’s quantitative
image (QI) mode (tip model AC160TS, 9 ± 2 nm and AFM scanning
resolution of 1024 × 1024). The optical birefringence of DA-CMC/CNT
suspensions was observed by polarized optical microscopy (BX51 Olympus,
Japan). The ζ-potential of the suspensions with pH = 7.4 was
measured during 28 days using a Zetasizer (Nano ZS, Malvern) (with
measurement every 7 days). The viscosity and yield stress of suspensions
were measured using a rheometer (MAR S60, Thermo Fisher Scientific,
Germany) operated at 25 °C. The surface and diameter of the fabricated
filaments were measured by optical microscopy and SEM (S9800, Hitachi,
Japan) operated at an acceleration voltage of 5.0 kV. The chemical
groups and the state of DA/CMC-CNT filaments were analyzed by XPS
(AXIS Ultra DLD, Shimadzu, U.K.) using a monochromatic Al Kα
X-ray source. WAXS measurements were carried out using a NanoSTAR
(Bruker-AXS Germany), with filaments placed perpendicular to the beam,
making the X-ray radiation to pass vertically through the filaments.
The electrical resistance of all samples was tested using a bench-type
multimeter (UT-803, UNI-T, China) and recorded simultaneously (UT-803
Interface Progam_Ver: 0.1). I–V curves of the samples were obtained by an electrochemical workstation
(CH Instruments Inc.) operating in the range from −0.5 to 0.5
V. The rheology measurements were carried out on DA-CMC/CNT suspensions
using a rheometer (MCR 302, Anton Paar, Germany) operated at room
temperature with a 25 mm diameter parallel plate set up with a truncation
gap of 1 mm and using frequency measurement under 50% strain.
Mechanical
Properties
The tensile strength of the filaments
was measured with a universal testing machine (SANS, CMT4202, China)
operated at 10 mm min–1. Cyclic loading–unloading
tests were used to test the strength of the composite interfaces in
DA-CMC/CNT@100, DA-CMC/CNT@50, and DA-CMC/CNT@0, following a stress
set in the range of 50–400, 50–200, and 50–100
MPa, respectively. The speed and cycle index were 10 mm min–1 and 1000. To quantitatively analyze the effects of 1000 cycles of
axial stretching, the normalized variation of elastic modulus Y and strain D were employedwhere E0 and ε0 are the initial elastic modulus
and strain; E and ε are the
elastic modulus and strain of the fibers undergoing the ith time loading–unloading cycle (i = 1, 10,
100, and 1000).
Molecular Dynamics Simulations
All
molecular dynamics
simulations were performed by utilizing GROMACS package,[34] version 2020.4. The carbon nanotubes used in
our experiments were modeled using the GAFF force field.[35] The electrostatic charges of DA-CMC and functionalized
CNT were computed based on the MK-RESP (Merz-Kollman Restrained Electrostatic
Potential) methodology.[36] To obtain the
RESP charge, single-point calculations were performed at the B3LYP/Def2-SVP
level[37] using Orca 4.2.1;[38] RESP fitting of charges was performed using Multiwfn.[39] The charges of functionalized CNTs were assigned
considering the electrostatic charges of the carbon atoms near the
carboxyl groups, handled according to the results RESP fitting, while
the electrostatic charges of other carbon atoms were regarded as zero.
Subsequently, the structure, including two CNTs with different skew
angles and wrapped by DA-CMC, was obtained after undergoing NPT ensemble
at 300 K and a constant pressure of 1 bar to equilibrate the samples.
Then, the structure was quenched at ambient pressure to 0 K and relaxed
to arrive at an equilibrium configuration. The shear stress was applied
at the bottom and top of the structure at the speed of 0.001 nm ps–1, and each sample was tested at least 8 times to obtain
an average. The energy was analyzed using gmx energy tool. The π–π
stacking angle and distance were calculated through VMD.[40] The atomic shear strain and two-dimensional
contour of shear strain were determined utilizing OVITO.[41]
Results and Discussion
DA-CMC/CNT
filaments were synthesized by wet spinning followed
by wet drawing, as shown in the schematic illustration of Figure a. The extrusion
and flow effects contributed to the partial alignment of the building
blocks; meanwhile, calcium ions present in the antisolvent (coagulant)
neutralized the electrostatic charges of the DA-CMC and CNT system.
After the formation of gelled filaments in the antisolvent, they were
subjected to wet drawing, promoting further orientation in the axial
direction, improving filament’s mechanical strength and conductivity.[42] It is reasonable to assume that the motion of
the gelled filament was likely governed by the viscoelastic properties
of the initial suspension, which allowed for the building blocks to
unidirectionally slip rather than fracture, which otherwise would
occur in the presence of voids or defects. Figure S2 displays gelled filaments stretched over 3.17 times, leading
to the expectation of orientational assembly by wet drawing. Herein,
we developed CNT-based gel filaments following a smooth liquid–solid
transition, enabling deformation and alignment of DA-CMC and CNT.Polarized optical microscopy (Figure b) showed the presence of liquid crystal
domains of DA-CMC/CNT with schlieren textures, revealing the local
orientation of the suspension within disclination boundaries.[43]Figure c shows a shear stress–strain profile measured for
DA-CMC/CNT suspensions, indicating a yield stress region, which was
selected for wet drawing, e.g., to induce partial molecular slippage
and unfolding, which are effective to avoid catastrophic fracture
and excessive sliding. Figure S3 shows
the steady response of the hydrogels to oscillation sweep (see their
consistency in Figure S4a), with a storage
modulus of 100 Pa under an applied strain of 50 and 100%, implying
a high strength development upon drying.[44] The viscosity of neat CNT suspensions (11.3 Pa·s) was lower
than that of the DA-CMC/CNT suspensions (95 and 256 Pa·s, respectively, Figure S4b), which can be attributed to the enhanced
aqueous dispersion in the presence of DA-CMC (see also the shear stress
of the suspensions under strain sweeps, Figure S4c). The yield stress of the DA-CMC/CNT-50 suspension (15
Pa) was higher than that of neat CNT (7.9 Pa) and DA-CMC/CNT-20 (8.99
Pa) suspensions (Figure S5b), e.g., the
former needed higher energy to break the clusters and to initiate
the reorganization of the components.Atomic force microscopy
(Figure S5a)
indicated a CNT diameter of ∼1.5 nm. As a comparison, the diameter
of DA-CMC wrapped on CNT was ∼10 nm, as a consequence of the
interfacial interaction between the components,[33] and entropy-driven self-assembly (Figure S6). The ζ-potential of the suspensions measured after
28 days was −40 mV, showing a colloidally stable system suitable
for wet spinning (Figure S5c).The
two-dimensional free energy results calculated by meta-eABF
approach are displayed in Figure S6a, in
the left corner of the map, with the highest free energy. As shown
in Figure S6b, the free energy map demonstrates
that DA-CMC wrapped around CNT in the aqueous cavity with minimum
free energy. The entropy changes indicated that the dispersion of
CNT in aqueous DA-CMC is a spontaneous process. DA-CMC and CNT wrapping,
as well as the clusters of nonbonded interactions, contributing to
dissipating energy during the process, increased both the viscosity
and yield stress. These results, indicating a transition from a colloidal
suspension to macroscopic filaments, allowed us to anticipate a highly
aligned structure with a high cohesion between the building blocks,
a subject of further discussion.In the absence of wet drawing,
rough hybrid filament surfaces were
obtained (Figure a)
mainly due to the Brownian diffusion of CNT.[45] In comparison, the filaments obtained after wet drawing displayed
smooth surfaces (Figure b,c). The diameter of the composite filaments obtained at given stretching
ratio (SR) varied from 51 to 41 μm, while the density was between
1.32 and 1.54 g cm–3, e.g., a denser structure developed
upon wet stretching (Figure S7, Table S1). The alignment of the building blocks was experimentally confirmed
by the orientation index (f) obtained from the characteristic
full width at half-maximum of the azimuthal profiles obtained by wide-angle
X-ray scattering (WAXS) (Figures d–f and S8). In the
absence of wet drawing, DA-CMC/CNT@0 exhibited a lower alignment (f = 0.76) compared to DA-CMC/CNT@50 (f =
0.8) and DA-CMC/CNT@100 (f = 0.83). Hence, a higher
stretching ratio produced a more unidirectional and denser arrangement
of the constituents and indicated that DA-CMC enhanced CNT axial organization.
Figure 2
Structural
analysis applied to DA-CMC/CNT filaments. SEM images
of a composite filament with different stretching ratios (SRs): (a)
DA-CMC/CNT@0, (b) DA-CMC/CNT@50, and (c) DA-CMC/CNT@100. WAXS patterns
of the composite filament of (d) DA-CMC/CNT@0, (e) DA-CMC/CNT@50,
and (f) DA-CMC/CNT@100. XPS spectra of (g) C 1s, (h) N 1s, and (i)
Ca 2p in DA-CMC/CNT@100.
Structural
analysis applied to DA-CMC/CNT filaments. SEM images
of a composite filament with different stretching ratios (SRs): (a)
DA-CMC/CNT@0, (b) DA-CMC/CNT@50, and (c) DA-CMC/CNT@100. WAXS patterns
of the composite filament of (d) DA-CMC/CNT@0, (e) DA-CMC/CNT@50,
and (f) DA-CMC/CNT@100. XPS spectra of (g) C 1s, (h) N 1s, and (i)
Ca 2p in DA-CMC/CNT@100.X-ray photoelectron spectroscopy
(XPS) was used to investigate
the chemical composition affecting the interactions between DA-CMC
and CNT. As shown in Figure g, the peak attributed to π–π interactions
at 291.5 eV appears in the C 1s spectrum. In our previous study,[45] we confirmed the conjugation of DA with CMC
using XPS. We suggested that the C 1s spectra tracked with the pi-pi
interactions of the systems containing CNT, showing strong sp2 carbon–carbon bonds and hexagonal network structures.
The latter denote the interaction between catechol in DA-CMCs and
the carbon rings of CNT. We further note the UV–vis spectra
(Figure S9) comparing the DA-CMC and DA-CMC/CNT,
indicating the characteristic peaks at 230 and 300 nm, attributed
to the π–π transition of C=C and the n–pi
transition of carboxyl functional groups. The XPS peak of C–N
bonding in C 1s and N 1s spectra confirmed the introduction of DA-CMC.
Two peaks, corresponding to Ca 2p1/2 and Ca 2p3/2, demonstrated that the addition of Ca2+ generated coordinated
bonds with DA-CMCs as well as the carboxyl groups in CNT. Hence, as
is the case of other polymers, Ca2+ acted as a crosslinker,
which is a topic that deserves attention on its own but is not discussed
in the present study for brevity. For instance, the role of polymer
architecture, vicinal water, and hydrogen bonding on the mechanisms
of counterion binding and interactions are quite complex but critical
for a thorough understanding of the system.[46]Based on the experimental evidence discussed so far, we focus
our
attention on studies conducted by molecular dynamics simulation aimed
to gain further insights into the interactions and structural changes
of the system. Structures comprising two nanotubes in each system
were subjected to shear stress under different skew angles (0, 30,
60, and 90°, see modeling structures in Figure S10). Figure a displays the schematic diagram of the sliding process of DC-0°
molecules, highlighting the π–π interaction and
hydrogen bonding during the deformation. DA-CMCs underwent van der
Waals (vdW) interactions with adjacent CNTs and included π–π
and anion−π interactions.[33] The magnified image depicts π–π stacking of catechol
in DA-CMC and a carboatomic ring in CNT before and after deformation.
They relate to the characteristic fracture and reformation under stress,
which is in accordance with previous studies on hydrogen bonding of
nanocellulose matrices.[47] The carboxyl
groups in CNT formed hydrogen bonding when the hydroxyl groups in
DA-CMC moved to their vicinity, suggesting that the rearrangement
of building blocks or the disentangling of the original networks facilitated
a strong interfacial structuring, Figure S11, where the DC-0° structure reached an ultimate shear stress
of 0.35 GPa after the sliding of the building blocks. Figure b displays the ultimate shear
stress of structures with different orientation angles. When the skew
angle of CNT was 0 (DC-0°), the shear stress was almost 2.7 times
that of the neat CNT structure. At an increased skew angle (60°,
DC-60°), the shear stress of the DA-CMC structure (0.15 GPa)
was higher than that of CNT in the parallel condition (0.14 GPa),
which is due to the molecular interlocking in the form of molecular
zip-up that is expected with the introduction of DA-CMCs.[48] The atomic strain can be spread homogeneously
in the structure, in the deformation path, where the overall constituent
strain at DC-0° was higher than 0.3 (Figure c). In contrast, half of the component strain
in DC-90° was below 0.3, implying local stress and strain concentration,
which negatively influenced the load transfer and led to local crack
propagation. The nonbonded interaction energy generated during the
process demonstrated that unidirectional building blocks exhibit stronger
interactions, which means that wet drawing induced further aligned
structures (DA-CMC/CNT) in the filament and increased the resistance
to interfacial shear stress. As displayed in Figure d, the highly oriented conformation (DC-0°)
exhibited the highest nonbonded results, reaching −1170 ±
150 kJ mol–1 (note that for DC-90°, this value
was −900 ± 143 kJ mol–1). By comparison,
the nonbonded interaction generated between neat carbon nanotubes
was −50 kJ mol–1, further demonstrating that
DA-CMC improved the mechanical strength for DA-CMC/CNT composite filaments.
Figure 3
Molecular
dynamics simulation analyses of interfaces between DA-CMC
and CNT under different orientations. (a) Schematic illustration of
a DA-CMC/CNT structure undergoing interfacial shear stress with parallel
CNT. Partially enlarged images are included to show the interactions
between DA-CMC and CNT, including vdW forces as well as hydrogen bonding,
as noted. (b) The ultimate shear stress of DA-CMC/CNT structures corresponding
to different skew angles (0, 30, 60, and 90°) between the CNTs,
designated as DC-0°, DC-30°, DC-60°, and DC-90°
(see details in Figure S10, corresponding
to each skew angle). (c) Atomic strain comparison for DC-0° and
DC-90° configurations. (d) The nonbonded interaction of DC-0°,
DC-30°, DC-60°, DC-90°, and neat CNT-0° structures
bearing shear stress. (e) The stress–strain curve of DC-0°
undergoing loading–unloading shear stress. (f) The skew angle
variation and the (g) distance variation between a catechol in DA-CMC
and a carboatomic ring in CNT when the DC-0° structure is under
cyclic shear stress.
Molecular
dynamics simulation analyses of interfaces between DA-CMC
and CNT under different orientations. (a) Schematic illustration of
a DA-CMC/CNT structure undergoing interfacial shear stress with parallel
CNT. Partially enlarged images are included to show the interactions
between DA-CMC and CNT, including vdW forces as well as hydrogen bonding,
as noted. (b) The ultimate shear stress of DA-CMC/CNT structures corresponding
to different skew angles (0, 30, 60, and 90°) between the CNTs,
designated as DC-0°, DC-30°, DC-60°, and DC-90°
(see details in Figure S10, corresponding
to each skew angle). (c) Atomic strain comparison for DC-0° and
DC-90° configurations. (d) The nonbonded interaction of DC-0°,
DC-30°, DC-60°, DC-90°, and neat CNT-0° structures
bearing shear stress. (e) The stress–strain curve of DC-0°
undergoing loading–unloading shear stress. (f) The skew angle
variation and the (g) distance variation between a catechol in DA-CMC
and a carboatomic ring in CNT when the DC-0° structure is under
cyclic shear stress.To explore the intermolecular
stick and slip effects, we observed
the molecular behavior in the region of yield shear stress under cyclic
loading–unloading. Figure e shows a reversible deformation under complete shear
stress at DC-0°, demonstrating that the interlocking through
nonbonded interactions can sustain interfaces instead of relative
slippage at low strain. The distance and the relative angle between
catechol in DA-CMC and the carboatomic ring in CNT can attain recovery,
namely, the skew angle between these groups was recovered between
∼6.75 and ∼5.5°, and the distance exhibited a ∼0.012
Å fluctuation (Figure f,g). However, for the DC-30° case, the shear stress–strain
curve showed no recovery to the original state after deformation (Figure S12), and the structure displayed a ∼0.5%
residual strain. Compared with the DC-0° structure, the irreversible
deformation can be attributed to the release of energy during plastic
deformation.[49]From the perspective
of molecular structuring, there is an indication
that the recovery phenomenon is limited, given the irreversible changes
in the skew angle and distance between catechol and carboatomic rings
(Figure S13), suggesting that pre-existing
defects can lead to the dislocation between atoms. The irreversible
changes of the skew angle and distance demonstrated that the catechol
groups in DA-CMC cannot remain attached to CNT, leading to irreversible
deformations. In other words, neighboring groups can adhere to each
other through intermolecular torsion and molecularly unfold in the
yield shear stress region of the structure.Prior to the continuous
slippage of vicinal building blocks, the
stretch of molecular chains is critical in determining the strength
of the configuration. As shown in Figure S14, the dihedral angle (N–C–C–C) underwent a reversible
variation for DC-0°, confirming that the catechol groups maintain
π–π stacking with CNT under tension and in the
form of structural torsion. The dihedral angle for DC-30° cannot
regain the initial state, demonstrating a dislocation slippage between
DA-CMC and CNT. Thus, for a higher axial orientation, the strong wrapping
around CNT enhances the strength and stability of the structure via
nonbonded interactions and enables the recovery of torsion, resisting
interfacial shear stress. On the macroscopic scale, less-ordered structures
cannot bear high shear stress and are subjected to crack propagation
between neighboring components at low strain, leading to stochastic
fracture.[50,51]Following the discussion about the
role of interfacial behavior
at the molecular scale, Figure a displays the experimental stress–strain curves of
composite and CNT filaments obtained at different SRs (Table S1). The introduction of DA-CMC improved
both toughness and strength. The filaments produced in the absence
of drawing (DA-CMC/CNT@0) exhibited a tensile strength of 369 MPa
and a toughness of 24.7 MJ m–3. In comparison, neat
CNT fibers showed 114 MPa and 3.1 MJ m–3, respectively
(Figure S15). The elastic modulus and tensile
strength increased after wet drawing, with Young’s modulus
going from 25.5 to 84.1 GPa and tensile strength from 369 to 972 MPa
(Figure b). This strength
improvement can be ascribed to the formation of more isotropic structures
affecting the axial properties and enhancing the strength between
neighboring building blocks as a consequence of an ordered packing.
In units typical of textile materials, Figure S16 refers to a specific strength of 0.65 N tex–1 for DA-CMC/CNT@100, exceeding the mechanical performance of nanocellulose
fibers (∼0.29 N tex–1) and polyester-polyolefin
fiber yarns (0.59 N tex–1).[31,52]
Figure 4
Mechanical
properties of DA-CMC/CNT filaments obtained at different
stretching ratios (SRs). (a) The stress–strain curves of DA-CMC/CNT
and CNT filaments. (b) Young’s modulus and ultimate tensile
strength of hybrid and CNT filaments obtained at different SRs. (c)
Magnified F–D curves from
pull-off tests for the interaction between CNT Si tip and CNT surface
as well as DA-CMC/CNT Si tip and DA/CMC/CNT surface. (d) Normalized
Young’s modulus of composite filaments with different SRs withstanding
1000 loading–unloading cycles. (e) The normalized strain (ε)
of composite filaments obtained at different SRs undergoing 1000 loading–unloading
cycles. (f) Ashby plot of Young’s modulus versus ultimate tensile
strength including the results of CNT, Mxene, graphene, cellulose
nanofibrils (CNF), and their composite filaments (see Table S2).
Mechanical
properties of DA-CMC/CNT filaments obtained at different
stretching ratios (SRs). (a) The stress–strain curves of DA-CMC/CNT
and CNT filaments. (b) Young’s modulus and ultimate tensile
strength of hybrid and CNT filaments obtained at different SRs. (c)
Magnified F–D curves from
pull-off tests for the interaction between CNT Si tip and CNT surface
as well as DA-CMC/CNT Si tip and DA/CMC/CNT surface. (d) Normalized
Young’s modulus of composite filaments with different SRs withstanding
1000 loading–unloading cycles. (e) The normalized strain (ε)
of composite filaments obtained at different SRs undergoing 1000 loading–unloading
cycles. (f) Ashby plot of Young’s modulus versus ultimate tensile
strength including the results of CNT, Mxene, graphene, cellulose
nanofibrils (CNF), and their composite filaments (see Table S2).We speculate that hydrogen bonding and van der Waals (vdW) interactions
between the DA-CMC matrix and the CNT allowed load transfer within
the materials rather than relative weak interactions that lead to
slippage of the building blocks at low strain.[18,53]Figures c and S17 show AFM force–distance curves for
CNT/CNT and DA-CMC/CNT. The pull-off force for the latter is 82 nN,
which is almost 4 times larger than that of CNT/CNT (21 nN). The enhanced
pull-off force is primarily caused by the strong adhesion between
DA-CMC and CNT as well as the strong interaction within the matrix
itself through attractive vdW and hydrogen bonding.[14] The slope of the strength profile of DA-CMC/CNT is 3.35,
approximately 7.4 times higher than that of CNT, indicating that the
presence of DA-CMC stiffens the interfaces.Experiments involving
cyclic loading–unloading were conducted
to further investigate the influence of orientation on the interfacial
strength (see stress–strain profiles after 1000 cycles in Figure S18). The strain of DA-CMC/CNT@100 was
0.61% at a stress of 400 MPa. Also, Figure S18b,c reveals 1000 cyclic strains with a maximum stress of 200 and 100
MPa for DA-CMC/CNT@50 and DA-CMC/CNT@0, respectively. As a result
of the plateau observed by the stress-hardening ability, the elastic
modulus of DA-CMC/CNT@100 filaments underwent a limited increase with
cycle numbers, 7.4, 10.2, 17.4, and 18.0%, respectively (see Figures d and S19 for SEM images and EDS maps of DA-CMC/CNT@100
filament’s cross section after 1000 loading–unloading
cycles). DA-CMC/CNT@50 tended to a maximum increase in modulus (from
17 to 32%). The effect of strain hardening was likely due to local
plastic deformation induced by the matrix network to slide for further
alignment. In comparison, the elastic modulus variation of DA-CMC/CNT@0
filaments started to decrease after 10 loading cycles, which can be
attributed to relatively weak interfaces. Indeed, strain can boost
the strength of filaments; however, an excessive stress can lead to
the overall slippage of the matrix network, especially in materials
with weak interfaces.The normalized strain variation (Δε/ε0) shows that the filaments with higher orientation sustained
reversible
deformation (Figure e). The maximum expansion rate under the axial strain of DA-CMC/CNT@0
reached ∼82%, which is ∼2.7 and ∼3 times that
of DA-CMC/CNT@50 and DA-CMC/CNT@100, respectively. The filaments produced
in the absence of wet drawing exhibited an increased rate of irreversible
deformation, which is ascribed to lower internal friction of the entangled
network structure. The interfaces in DA-CMC/CNT@100 filaments prevent
early fatigue in bulk materials, usually caused by local stress concentration
in the matrix. A higher orientation structure facilitated interfaces
with improved ability to bear stress, preventing debonding before
material failure. On the other hand, the interfaces cannot withstand
local stress concentration, leading to the yielding stress in the
early stages of strain.The enhanced interactions between components
and the strain-induced
reorientation of molecular chains demonstrate a stiffening mechanism,
which has been applied in the fabrication of nanocarbon,[42,54] biomacromolecular[55,56] and polymeric[57] fibers. However, the aligned structure can accumulate substantial
stress within the materials, which can lead to a brittle failure.
For example, well-ordered MXene fibers achieved a modulus of 122 GPa,
while their strain decreased from 0.4 to 0.2%.[58] In comparison, our fabricated fibers exhibited a suitable
toughness (14.2 MJ m–3, SR = 100%, Figure f), which can be attributed
to a wide distribution of nonbonded interaction between DA-CMCs and
CNT.[59] Composite materials produced with
CNT fibers mixed with poly(vinyl alcohol) (PVA) displayed excellent
failure strain (up to ∼12.5%), whereas the elastic modulus
reached a value of 40 GPa,[60] a value that
is almost half compared to that of the DA-CMC/CNT@100 system. The
performance of the latter is explained by the effects of coordinate
bonding (Ca2+) and long-range π–π interactions,
resulting in energy dissipation that impedes interfacial fracture[61,62] (see Figure S19). Our previous studies
demonstrated that cellulose nanofibrils (CNF)/CNT filament presented
a tensile strength of 472 MPa and modulus of 28 GPa.[23] By contrast, the tensile strength and Young’s modulus
of the filaments in this work were ∼2 and ∼3 times higher,
as a result of the effect of structural alignment, the coagulant type,[44] and the wet drawing.Based on the excellent
mechanical properties of the aligned DA-CMC/CNT
filaments, we next explore their applications as conductive systems.
Following the alignment of CNT structures, the composite filaments
demonstrated a suitable electrical conductivity; Figure S20. The conductivity of DA-CMC/CNT@100 reached 243
S cm–1, which is nearly 2.3 times that of DA-CMC/CNT@0.
Both the high colloidal stability of the CNT and DA-CMC and the alignment
in the filament contributed to electrical percolation.[23,53] The DA-CMC/CNT@100 produced a stable interface that withstood the
applied load. Compared with metallic materials used for human–machine
interfacing,[6,63] the DA-CMC/CNT filaments presented
a competitive Young’s modulus and toughness, offering the possibility
for signal acquisition and transmission in textile materials.[64] As an example, Figure S21a displays a setup that includes two filaments placed in a cross configuration
and supporting a woodblock (10-g load, about 250 000 times
the weight of the filaments). They were energized through 15 V DC
power, and Figure S21b shows a negligible
current variation during cyclic powering (on-and-off with a current
maintained at around 7.8 mA). Figure S21c displays the voltage–current curves for three types of composite
filaments, demonstrating stability under alternating voltage (AC).The composite filaments displayed an outstanding performance for
electrothermal imaging. Figure S21d,e shows
the temperature variation for DA-CMC/CNT filaments shaped like an
“S” under a stepwise voltage, from 3 to 15 V. The inset
image displays the temperature contours of the composite filaments.
The results showed no signs of short-circuiting, denoting a relatively
steady migration of electrons within the structure. Meanwhile, to
examine the stability and electrothermal performance, we applied a
cyclic power (on-and-off) with filaments reaching a saturation temperature
(∼41.5 °C) within 50 s. They cooled down naturally to
room temperature after 6 cycles (Figure S21f). The filaments assembled in other shapes did not exhibit any significant
fluctuation in Joule heating, indicating excellent electrothermal
stability.Finally, we demonstrate the application of DA-CMC/CNT
filaments
as a breathing sensor (Figure S21g). To
improve the sensitivity to electrical resistance, we combined the
filaments into yarns and coated them with PVA (used to hold them together).
The yarns were sewn into a surgical mask and connected with wires
through conductive silver adhesives (Figure S21h). Given the carboxyl and hydroxyl groups in CNT and DA-CMC, the
filaments swelled when they were exposed to high humidity, contributing
to an increased electrical resistance. Figure S21i displays the normalized resistance variation during use:
the yarn exhibited a reduction in electrical resistance since exhalation
induced a strain in the conductive yarn, leading to an increased filament
resistance. In another experiment, under the effect of sound vibrations
(human voice), the recorded signals displayed four peaks, given filament
deformation. Notably, the peaks tended to decline after several cycles,
which can be ascribed to the water molecules absorbed on the surface
of CNT, partially blocking electron transfer.[65]
Conclusions
In summary, using molecular dynamics simulation,
we explain the
fundamental reasons for the enhancement of the interfacial interactions
between the building blocks in CNT-based filaments, leading to alignment
and improved strength and stiffness. We demonstrate that the dynamic
loading/unloading of aligned structures (and the corresponding interfaces)
support reversible distortion, remarkably gaining reversible deformation.
The nature of DA-CMC binding and interactions with CNT, followed by
strain-induced wet spinning, leads to filaments with a remarkable
strength (up to 972 MPa, Young’s modulus 84 GPa). Such effect
is not only relevant to the mechanical performance but also has an
impact on other properties, such as electrical conductivity (241 S
cm–1), making the system suitable for applications
in sensing (breathing) and for electrothermal imaging. Overall, theoretical
and experimental evidence show that the axial orientation of DA-CMC/CNT
in the filaments facilitates interfacial interactions, enhances stress
resistance, and prevents early fracture or yielding. Such results
are also of relevance to applications involving electrothermal activity.
Authors: Bei Peng; Mark Locascio; Peter Zapol; Shuyou Li; Steven L Mielke; George C Schatz; Horacio D Espinosa Journal: Nat Nanotechnol Date: 2008-08-10 Impact factor: 39.213
Authors: Won Jun Lee; Adam J Clancy; Eero Kontturi; Alexander Bismarck; Milo S P Shaffer Journal: ACS Appl Mater Interfaces Date: 2016-11-11 Impact factor: 9.229