We report a highly stretchable sensor with low-concentration (1.5 wt %) single-walled carbon nanotubes (SWCNTs) on flexible polyether ester urethane (PEEU) yarn, fabricated using a low hydrothermal process at 90 °C. Although SWCNTs restrict the PEEU polymer chain mobility, the resulting ductility of our nanocomposites reduces only by 16.5% on average, initially from 667.3% elongation at break to 557.2%. The resulting electrical resistivity of our nanocomposites can be controlled systematically by the number of hydrothermal cycles. A high gauge factor value of 4.84 is achieved at a tensile strain below 100%, and it increases up to 28.5 with applying a tensile strain above 450%. We find that the piezoresistivity of our nanocomposite is sensitive to temperature variations of 25-85 °C due to the hopping effect, which promotes more charge transport at elevated temperatures. Our nanocomposites offer both a high sensitivity and a large strain sensing range, which is achieved with a relatively simple fabrication technique and low concentration of SWCNTs.
We report a highly stretchable sensor with low-concentration (1.5 wt %) single-walled carbon nanotubes (SWCNTs) on flexible polyether ester urethane (PEEU) yarn, fabricated using a low hydrothermal process at 90 °C. Although SWCNTs restrict the PEEU polymer chain mobility, the resulting ductility of our nanocomposites reduces only by 16.5% on average, initially from 667.3% elongation at break to 557.2%. The resulting electrical resistivity of our nanocomposites can be controlled systematically by the number of hydrothermal cycles. A high gauge factor value of 4.84 is achieved at a tensile strain below 100%, and it increases up to 28.5 with applying a tensile strain above 450%. We find that the piezoresistivity of our nanocomposite is sensitive to temperature variations of 25-85 °C due to the hopping effect, which promotes more charge transport at elevated temperatures. Our nanocomposites offer both a high sensitivity and a large strain sensing range, which is achieved with a relatively simple fabrication technique and low concentration of SWCNTs.
Global demand and potential market for
smart textile-based electronic
and sensing devices are on the rise.[1] The
surge is partly driven by the possibility to incorporate smart textiles
into various aspects such as sensing elements in human motion detection
systems,[2,3] personalized health monitoring systems,[4,5] human–machine interaction, and soft robotics.[2,6] A reliable wearable sensor should at least possess four basic characteristics,
namely, high sensitivity, high stretchability, fast response, and
good durability. These characteristics primarily are determined by
its sensing element and substrate as well as their interfacial bonding.
Carbon nanotubes (CNTs) are one of the active and promising elements
for nanoreinforcements or fillers because of their extraordinary electromechanical
properties and high specific surface areas. A highly sensitive surface
of CNTs to the presence of mechanical perturbation makes CNTs a promising
starting active element for super miniaturized electromechanical sensors
and electrocatalytic material.[2,7] Both the properties
of a highly sensitive surface and excellent electrical conductivity
make CNTs an attractive building block for all wearable sensors. Although
individual CNTs have all desirable properties, the performance hinges
on and is determined by a network of CNTs on the substrate material.
Therefore, materials for both the sensing element and substrate must
be carefully selected and matched to meet the desired criteria. Various
types of stretchable sensor platforms have been reported to date including
hybrid graphene/ZnO/cotton,[8] CNT/thermoplastic
polyurethane,[9] graphene/polydimethylsiloxane
(PDMS),[10] Au/PDMS/PANI,[11] CNT/silicon rubber,[12] and ionic
hydrogel,[13] which have different sensitivities
in response. Various pathways and techniques to build smart textiles
have been devised throughout the years ranging from wet spinning,[9,14,15] knife-rolled coating,[16] dip-coating,[17,18] and air spray
coating.[19] However, further exploration
in fabrication techniques is still required to find a simple process
that is cost-effective and has large scale potential to produce wearable
sensors with a good and reliable performance. Mixing CNTs directly
with polymer substrates often suffers from a poor dispersion and requires
high enough concentrations to achieve a certain desired resistance
value. This results in high production costs and complicated engineering
routes. The deposition of individual CNT solutions on the polymer
surface is one of the more convenient techniques for fabricating CNT
networks by surface modification. Using the technique Li et al. successfully
sprayed superhydrophobic coated CNT/TPE on a fabric glove,[19] Amjadi et al. successfully spray coated CNTs
on Ecoflex with an excellent stretchability,[20] Dai et al. successfully deposited CNTs onto porous nonwoven fabric,[21] and Tang et al. successfully used CNT ink as
the core solution to create a highly stretchable and durable core–sheath
piezoresistive fiber.[15] The deposition
technique is therefore crucial and promising to construct a good conductive
network of CNTs on the matrix while maintaining all the desirable
performance. However, the strategy to achieve simultaneously sensitive
and highly flexible sensors using cost-effective fabrication techniques
and materials remains a major challenge to date.Here, we report
the successful development of a facile route to
fabricate single-walled CNT (SWCNT)-coated polyether ester urethane
(PEEU) as a flexible, stretchable, and sensitive strain sensor by
cyclic hydrothermal coating. We uniformly coated a thin polydopamine
(PDA) layer onto PEEU yarn via in situ polymerization
of dopamine to form SWCNT–substrate interfacial bonding. With
this cyclic hydrothermal coating technique, we can convert an inexpensive
commercially available PEEU yarn into a valuable piezoresistivity
sensor with a controlled process and reusable nanosolution. This process
has economical value and potential for large-scale production. With
this fabrication technique, we can produce a piezoresistive sensor
with both high sensitivity and good stretchability that can withstand
extreme strains of up to 600%, a gauge factor (GF) of up to 28.5,
and a fast response of less than 1 s with low CNT concentration. We
evaluate and discuss all relevant electromechanical properties such
as responsiveness and the sensitivity level of our nanocomposites
in response to various mechanical deformation modes and controlled
temperature variations.
Results and Discussion
Structure and Physical
Properties
The SWCNT network
decorated on the PEEU yarn has an outstanding stretchability and response
to the mechanical deformation. Figure shows the structure and physical properties of the
nanocomposites with and without PDA treatment as revealed by scanning
electron microsopy images. Self-polymerization of dopamine on the
PEEU yarn plays an essential role in strengthening SWCNT–PEEU
interfacial bonding. The treatment altered the morphological surface
of the PEEU yarn in such a way that it became more porous and had
a hydrophilic surface, as shown in Figure b. Amine and hydroxyl-rich groups of PDA
are responsible for altering the PEEU surface type from hydrophobic
to hydrophilic. Having a hydrophilic contour means that the SWCNTs
can be tightly embedded in the substrate (Figure d). In contrast, without PDA treatment, we
observed a poor surface adhesion of the SWCNTs to the yarn as shown
in Figure c. Then,
we clearly observed a good adhesion between SWCNTs and the polymer
substrate whereas SWCNTs tend to align along the PEEU substrate deeply.
The degree of SWCNT orientation along the bulk substrate determines
electron transport of the sensing properties of the nanocomposite,
which is parallel to the tensile axis.[22]
Figure 1
Morphological
surface of the nanocomposite. (a) PEEU yarn. (b)
PEEU yarn after PDA treatment. (c) Nanocomposite without PDA treatment.
(d) Nanocomposite with PDA treatment. (e) Orientation of SWCNTs on
the nanocomposite surface. (f-1) Bare PEEU yarn (white). (f-2) after
polymerized-dopamine treatment (brown), (f-3) nanocomposite (black),
and (f-4) hydrothermal cycle vs resistance of CNT–PEEU
nanocomposite.
Morphological
surface of the nanocomposite. (a) PEEU yarn. (b)
PEEU yarn after PDA treatment. (c) Nanocomposite without PDA treatment.
(d) Nanocomposite with PDA treatment. (e) Orientation of SWCNTs on
the nanocomposite surface. (f-1) Bare PEEU yarn (white). (f-2) after
polymerized-dopamine treatment (brown), (f-3) nanocomposite (black),
and (f-4) hydrothermal cycle vs resistance of CNT–PEEU
nanocomposite.Previous reports show that the
primary amine group in PDA is indeed
biocompatible and can be effectively used as a surface adherent coating
for biomolecular systems.[23,24] Surface modification
after PDA treatment is visibly seen with the naked eye where its color
changed from white to brown, indicating successful templating of polymerized
PDA on the polymer substrate, as shown in Figure (f-2). We compare the surface absorption
of bare PEEU yarn and PDA-polymerized PEEU yarn to the dispersed solution
and record resistance change versus cycle number
(Figure (f-4)). As
a result, the PDA-polymerized surface rapidly absorbs SWCNTs and forms
a network of tube elements as an electron transport pathway. The good
stability of SWCNTs on the yarn surface not only guarantees a durable
retention of molecules bound to its surface but also is the key factor
to ensure long-term safe performance application. The hydrophilic
surface has several active groups to facilitate faster absorption
of SWCNTs that are responsible for the bonding stability and application
performance.A major challenge facing textile-based sensors
is its durability
in particular after being exposed to a harsh condition.[25] To examine the durability and reliability of
our nanocomposites, we immersed them in water at room temperature
and 50 °C and stirred at 100 rpm for 2 h. We repeat the cycle
for three times and measure their electrical resistance after each
cycle. For the nanocomposites with PDA treatment, the resistance value
is almost unchanged throughout the cycles both at room temperature
and 50 °C (Figure b). Furthermore, no visible discoloration is observed in water due
to carbon or PDA. In contrast, for the nanocomposites without PDA
treatment, we observe a very large resistance fluctuation throughout
the cycles (48–181.45%), indicative of a weak interfacial bonding
between SWCNTs and the yarn (Figure a). Intertube connection and the degree of nanotube
alignment in bulk materials are crucial points to gain extraordinary
electron transport and hence sensing properties. To this end, we conclude
that PDA can protect the SWCNTs from being detached as well as retain
the SWCNT configuration.
Figure 2
Wash durability of the nanocomposite. (a) Without
and (b) with
PDA treatment. (c) FTIR spectra. (d) Raman spectroscopy. (e) Stress–strain
representative curve. (f) Thermal properties of bare PEEU yarn and
SWCNT–PEEU nanocomposites.
Wash durability of the nanocomposite. (a) Without
and (b) with
PDA treatment. (c) FTIR spectra. (d) Raman spectroscopy. (e) Stress–strain
representative curve. (f) Thermal properties of bare PEEU yarn and
SWCNT–PEEU nanocomposites.We have measured Fourier transform infrared (FTIR) and Raman spectra
to gain insights of any functional groups present in the nanocomposites.
As shown in Figure c, functional groups belonging to PEEU such as amine, alkyl, aliphatic
ester, amide, COC ester, and COC ether groups can be easily identified
from the FTIR spectra. The polymer is a three-block copolymer having
satisfactory mechanical properties, degradability, nontoxicity, and
excellent shape recovery properties.[26] The
spectra obtained from bare PEEU yarn and nanocomposites are substantially
similar in that we do not see a trace of SWCNTs in the spectra because
they absorbed infrared light as expected. To observe SWCNT traces,
we turn our attention to Raman spectroscopy. We were able to identify
three successive Raman peaks, namely, D-band, G-band, and G′
band, from our nanocomposites, respectively. A defect-induced Raman
peak in the graphitic structure (D-band) appeared around 1,344 cm–1. An in-plane vibrational mode of sp2 carbon
atoms (G-band) appeared around 1,581 cm–1. Finally,
the G′ band, a second-harmonic Raman scattering of the D-band
phonon, appeared around 2,675 cm–1. The G-band spectrum
shifts initially from 1,579 to a higher wavenumber, 1,581 cm–1, indicating the presence of chemical interfacial interaction between
SWCNTs and PEEU yarn whereas stress and charge transfer might occur.
The shifting of the G-band generally occurs in some CNT–polymeric
nanocomposites, indicating each interaction between the components.[27,28] Raman spectroscopy of the polymer yarn shows the asymmetric stretch
of CH2 at 2,971 cm–1, the symmetric stretch
of CH3 at 2,861 cm–1, and CH2CH3 deformation at 1,448 cm–1. The band
located at 1,615 cm–1 comes from the double C=C
bond of the heterocycle of urethane. These bands are not visible in
the nanocomposite due to high Raman sensitivity for the carbon structure.[29]We have selected PEEU yarn as a substrate
for several reasons primarily
due to its strength and excellent stretchability, a suitable platform
for wearable sensors. Mechanical properties of the bare yarn and the
nanocomposite yarn are compared to know the effect of SWCNTs on strength
and stretchable properties of the nanocomposite. As we can see from Figure e, the bare yarn
is able to sustain a very large strain range of up to 600% at 28.2
MPa. Interestingly, even after hydrothermal processing of SWCNTs,
its ductility does not reduce significantly and is able to sustain
the strain up to 600%. SWCNTs restrict stretchability to be stiffer
due to SWCNT reinforcement. Figure f shows SWCNT-altered thermal decomposition properties
of the nanocomposite. SWCNTs increased the thermal decomposition of
the nanocomposite from 325 °C to about 340 °C which resulted
in residues of 4.98 and 10.47% for bare yarn and the nanocomposite,
respectively. The resulting residue is likely derived from PDA and
nanotube substituents due to the thermal stability of CNTs.[30,31] The enhancement of the thermal stability of the nanocomposite is
also affected by the yarn interface effect and the SWCNT interaction.
A concentration of 1.5% nanotubes on the substrate also effectively
increased Young’s modulus by 14.3% where Young’s modulus
for the substrate and nanocomposites is 3.58 and 4.22 GPa, respectively.
The values for optimizing the reinforcing effect of SWCNTs in polymer
substrates include the quality of the SWCNT dispersion and the interfacial
adhesion between the SWCNTs and the polymer substrate. This shows
that SWCNTs are promising for the fabrication of polymer nanocomposites
that possess strong potential for a wide spectrum of applications.
Electromechanical Responses
After exhaustively evaluating
all relevant physical and structural properties of our nanocomposites,
we are now in position to finally test their electromechanical responses.
The sensor detection and responsiveness were real-time recorded due
to an external interference effect such as mechanical strain. We placed
the sample in a customized linear actuator where both sample ends
were clamped firmly to copper electrodes as shown in Figure a,b. The sample under test
had an initial length l0 of 21.88 mm and
resistance R0 of 2.134 kΩ. We have
measured a handful of samples from different batches and obtained
consistently similar performance. Figure c shows selected VI curves for several strain
values, from 0 to 600%. As one can see, the slope sharply reduced
when we stretched the sample to 110% from its initial length, after
which the slope gradually reduced. Note that the current only flows
through the SWCNT network and the PEEU itself is an insulator and
therefore does not conduct current. The transport across the sample
relies heavily on the cross-linked network contact between each SWCNT
constituent. When the sample is stretched, the cross-link effectively
reduces, and consequently, the sample becomes less and less conducting.
To evaluate the sensitivity of our nanocomposites to the applied strain,
we plot a percentage change in the resistance with respect to its
initial value (ΔR/R0) as a function of strain. The sensitivity is customarily denoted
by a GF and the slope of ΔR/R0versus strain. The GF value extracted
from Figure d is not
constant but strain-dependent, similar to previous reports.[9,32] Below 100% strain, we obtain a reasonably good sensitivity with
a GF value of about 4.84. The sensitivity improves at a higher strain
regime, reaching a GF value of about 28.5 above 450% strain. Although
the GF value at low strain is relatively low, about 4.8, because the
initial resistance typically is quite high, about 2 kΩ, and
the resistance change (ΔR = GF × R0 × ε) is still reasonably high and
can be detected without using a special technique like a resistance
bridge. For instance, for ε = 10% and GF = 4.8, we have a ΔR of about 1 kΩ.
Figure 3
(a) Photograph of experimental set instruments.
(b) Photograph
of the linear actuator stage. (c) Selected IV curve recorded before
(black curve) and after stretched to a various degree. (d) Normalized
change in resistance plotted as a function of strain extracted from
the IV curve displayed in panel (b). Current–voltage curve
of the nanocomposite yarn in transverse (e) and axial (f) forces by
weight loading (60, 100, 145, and 190 g).
(a) Photograph of experimental set instruments.
(b) Photograph
of the linear actuator stage. (c) Selected IV curve recorded before
(black curve) and after stretched to a various degree. (d) Normalized
change in resistance plotted as a function of strain extracted from
the IV curve displayed in panel (b). Current–voltage curve
of the nanocomposite yarn in transverse (e) and axial (f) forces by
weight loading (60, 100, 145, and 190 g).We applied a mechanical stress to the nanocomposite yarn in transverse
and axial directions. Mechanical stress such as axial and transverse
forces using weight loads of 60, 100, 145, and 190 g was subjected
to our sample. We then compared these force directions on the nanocomposite
sensitivity. Transversely, we put weight loads in the center of the
nanocomposite yarn and the resulting voltage–current curves
are shown in Figure e. Transverse weight loads of 60 to 190 g stretch the nanocomposite
fiber from 25.9 up to 67.0%, corresponding to an increase in GF from
1.5 to 7.3. We also clamped the same weight load of 60 to 190 g at
one end of the nanocomposite yarn in the axial direction. The axial
weight loads stretch the nanocomposite fiber more than the previous
case from 33.3 up to 282.0%, respectively (Figure f). In both force directions, the nanocomposites
exhibit simultaneously electric current drops and a gradual increase
in the GF with increasing weight load. For instance, the axial mechanical
stress greatly reduces the electric current which corresponds well
to the generation of nanocomposites that are more sensitive with GF
value increases from 2.4 to 12.4. These observations suggest that
the weight is not the only factor that must be considered but the
force direction is also important in determining the sensitivity of
the sensor.We further test the nanocomposite under a mechanical
cycle at several
levels of applied strain to monitor its sensitivity and durability.
PEEUs as a polymer substrate featured an ability to recover the original
shape from the deformation state. The mechanical treatment, that is,
fold-release cycle, was applied to the nanocomposites to investigate
the shape recovery effect on the sensing properties. The nanocomposite
retains its shape after folding as indicated by the simultaneous return
in electrical resistance to the initial state (Figure a). In the first few fold–release
cycles, the resistance was increased by ∼0.55–1.0% and
was highly reproducible afterwards, no significant fluctuation was
clearly observed. This could be due to the permanent replacement of
some SWCNTs within the PEEU substrate in the first cycle. We put the
sample in the customized linear actuator stage where two ends of the
sample were tightly clamped. Both sample ends were clamped in 1.66
cm distance to control the movement in the actuator stage. The sensing
response was real-time recorded under different mechanical mode cycles,
that is, bending–straight and stretch–straight cycles.
In bending–straight treatment over 900 cycles, the sample was
bent to 79.5% and straightened to the initial length. The sample exhibits
a sufficiently stable and durable response for 600 s, shown in Figure b, and did not show
a significant resistive deformation after several cycles compared
to the initial state (Figure c). Then, we treated the nanocomposite yarn in a larger-scale
force by pulling it from 25 up to 600% elongation by the linear actuator
stage. The stretch–straight cycle for 500 s was applied to
the sample and real-time recorded. Figure d shows a 100% stretch–release cycle
showing a stable and durable response under each cycle for 500 s.
A large range of elongation of up to 600% causes a mechanical deformation
of the electrical network in the nanocomposite structure. This is
clearly indicated in the gradual decrease in electrical current of
the nanocomposite yarn (Figure e).
Figure 4
(a) Resistance changes in the fold–release cycle. (b) Current–time
curve of bending–release cycles. (c) I–V curve of the
bending–release cycles. (d) Current–time curve of stretch–release
cycles. (e) Sweep of the stretch–release cycle. Photograph
of the bending state (b-1) and stretching state (d-1) in the linear
motor stage.
(a) Resistance changes in the fold–release cycle. (b) Current–time
curve of bending–release cycles. (c) I–V curve of the
bending–release cycles. (d) Current–time curve of stretch–release
cycles. (e) Sweep of the stretch–release cycle. Photograph
of the bending state (b-1) and stretching state (d-1) in the linear
motor stage.In the various cycle scenarios,
that is, fold–release, bending–straight,
and stretch–straight cycles, our nanocomposite consistently
show good linearity, sensitivity, and durability. We observe a change
in the baseline resistance of the nanocomposite for each stretch treatment
which may be due to the stress relaxation nature of the PEEU yarn.[12,33] External tension applied to the nanocomposites induces a stress
transfer from the PEEU yarn to the SWCNT–PEEU nanocomposites
and rearrangement and reorientation of SWCNTs. Tensile stress is slightly
reduced by the stress relaxation effect and reconnection tube element.
Therefore, the initial electrical resistance tends to be higher and
then gradually decreases after the 120–200 s cycle period.Our nanocomposites responded well not only to the static strain
but also to the dynamical strain. We have assembled our nanocomposites
into a wearable sensor to detect dynamic motion as shown in Figure (b-1)–(e-1).
An adhesive tape was used to fix both ends of the sensor for a stable
connection. We attached a string of our nanocomposites to an index
finger and see how it responded to a 90° flexing movement of
the index finger. The electric current dropped when it flexed and
vice versa with a characteristic response time of about 1 s. The wearable
sensor shows a sensitive response of less than 1 s in a finger motion
cycle with strain up to 10% (Figure a). We further recorded a dynamical strain of the nanocomposite
in different motions. The nanocomposite yarn was fixed on the back
hand to detect a sensing open–clasping hand motion (Figure b). The sensor shows
an excellent sensitivity as well as responsivity with a response time
of less than 1 s. The motion of the clasping hand imposes a strain
onto the nanocomposite, which in turn reduced the electric current
along the nanocomposites almost instantaneously. The electric current
recovered back to its initial value when the action is reverted.
Figure 5
Dynamic
response of the PEEU–SWCNT wearable sensor. (a)
Sensing curve of the finger motion test. (b) Sensing curve of the
open–clasping hand motion test. (c) Sensing curve of elbow
flexion; (d) sensing curve of wrist motion. (e) Schematic model of
the SWCNT configuration. (f) Comparison of the GF and max. strain
between our strain sensor and the reported strain sensor. (a-1) Resistance
response in low finger flexion. Photographs of the (b-1) index finger,
(c-1) open–clasping hand motion, (d-1) elbow flexion, and (e-1)
wrist motion.
Dynamic
response of the PEEU–SWCNT wearable sensor. (a)
Sensing curve of the finger motion test. (b) Sensing curve of the
open–clasping hand motion test. (c) Sensing curve of elbow
flexion; (d) sensing curve of wrist motion. (e) Schematic model of
the SWCNT configuration. (f) Comparison of the GF and max. strain
between our strain sensor and the reported strain sensor. (a-1) Resistance
response in low finger flexion. Photographs of the (b-1) index finger,
(c-1) open–clasping hand motion, (d-1) elbow flexion, and (e-1)
wrist motion.To evaluate our sensor for a large-scale
movement, we fixed a 5
cm-long nanocomposite on the elbow joint. When the elbow was flexed
to 145°, the nanocomposite fiber was stretched by about 20%.
We repeated the movement over 50 cycles and recorded the corresponding
electrical response simultaneously as shown in Figure c. As one can see, the response was stable
over a long period of 400 s. We also assembled the fiber around the
wrist to test the sensing capability for a cyclic transverse movement
as shown in Figure d. The wrist was moved back and forth, but in between the movement,
we rested for 5 s at each position. It is also crucial to know the
threshold of our developed nanocomposite sensor for detecting human
motion such as a small finger movement. We find that our nanocomposite
attached to a finger still gives a noticeable electrical response
when it gets a 4% stretch as shown in Figure a-1. It suggests that our nanocomposites
could sense a fine human motion.For all the dynamical strain
scenarios presented above, our nanocomposites
can detect various degrees of motion. This excellent electrical performance
was achieved due to a strong interfacial bond between SWCNTs and the
PEEU yarn. Furthermore, SWCNTs have excellent elastic properties,[34] enabling the CNTs to flexibly move as the PEEU
yarn is stretched. From the whole electromechanical data presented
above, we conclude that the mechanical deformation causes a change
in the electrical conductivity of the nanocomposite yarn. The change
in the electrical conductivity is due to the alteration in the network
and configuration of the SWCNT element (Figure e). Prior to mechanical deformation, we consider
that the initial configuration of tube elements aligned along the
polymer chain which has the highest electrical conductivity level.
This analysis is in accordance with the morphological surface shown
in Figure e and the
initial stage of the exponential curve shown in Figure d. The alignment of the SWCNTs and the interconnection
between them are an essential factor. The axial stretching applied
to the nanocomposite causes a shearing force tube interconnection,
giving rise to a direct reduction in the electrical conductivity of
the nanocomposite yarn. Relaxing the nanocomposite yarn would make
the CNTs reconnect and electron transport return to the initial state.
Bending the nanocomposite might induce arc-shaped cracks and limit
the conducting pathways. The SWCNT network and configuration in the
PEEU polymer substrate are schematically illustrated in Figure e. The network and configuration
dictate the electron transport properties because van der Waals and
electrostatic interactions between CNTs are too weak to transfer electrons
efficiently.[35,36]Accordingly, SWCNT and
PEEU interaction plays a vital role in the
sensing and stretchability properties of the nanocomposite system.
Some polymer substrates such as polyvinyl alcohol,[8,34,35] thermoplastic polyurethane,[36] polyvinyl carbonate,[37] PDMS,[38] and polyethylene terephthalate[39] were widely used as sensing element substrates which results
in different stretchabilities and sensitivities of the sensor. The
piezoresistive effect due to mechanical deformation of CNT/polymer
composites can be understood in terms of the CNT network configuration,
as investigated by many authors.[40−42]We compare our
nanocomposite sensor performance with some reported
results, shown in Figure f. The figure shows the maximum working strain versus GF with different material substrates such as TPU/PDMS,[37] PMMA/PDMS,[10] PDMS/silicon
oligomers,[38] PDMS,[38−44] ecoflex,[15,45] silk fabric/ecoflex,[46] epoxy resin,[47] and
TPU[48,49] with different active elements such as graphene,
CNTs, nanosilver, and carbon fabricated by various techniques. Some
of these strain sensors possess GFs of up to a thousand with strains
lower than 100%. Others can withstand a large strain over 200% with
a GF lower than 20. Our nanocomposite presents a high stretchability
of over 600% with a GF of 28.5, above the average value of the results
reported which expectedly have a wide sensing range for many applications.The linearity, stretchability, and durability of the PEEU–SWCNT
nanocomposite-based strain sensors are mostly affected by the structure
of the nanocomposite, the properties of the polymer substrate, and
the interaction between the active element and the polymer matrix.[12,44,50] Furthermore, durability and sensitivity
are mainly caused by the friction force between the filler elements
and the matrix due to the slippage of fillers under stretching and
the delay time associated with the re-establishment of the percolation
network upon release.[51,52]Investigating the piezoresistivity
of our nanocomposites at a controlled
temperature is needed to determine the thermal stability of their
sensing performance. The piezoresistivity of CNT nanocomposites is
known to be sensitive to temperature variations[53−55] To evaluate
the effect, we put our nanocomposites inside a controlled temperature–humidity
chamber and measure their transport properties. We investigate the
piezoresistive properties against the temperature variations from
25 to 85 °C, while the relative humidity is fixed at 70% throughout
the measurement. Figure a shows the VI curve of unstretched nanocomposites measured against
the chamber temperature variations. The VI slope gradually gets steeper
with increasing temperature, indicating that the resistance decreases
at elevated temperature. Figure b shows the initial resistance R0, extracted from the VI slope in Figure a, as a function of chamber temperature.
The R0 reduces from 15.9 kΩ at 25
°C down to about 10 kΩ at 85 °C with the rate of about
−0.1 kΩ/°C. The reduction of resistance with increasing
temperature is caused by thermally assisted variable range hopping
across the CNT network, which facilitates more charge transport at
higher temperature above room temperature.[53,54] The impact of temperature variations when the nanocomposites are
stretched is shown in Figure a. The reduction rate (ΔR/ΔT) at 30% strain is almost similar to the unstretched one
of about −0.1 kΩ/°C. However, when we stretch the
nanocomposites by more than 30%, the impact starts getting more significant
approaching as high as −2 kΩ/°C at 90% strain. Mitigation
is clearly needed to reduce the temperature effect on the sensing
properties, in particular, when the nanocomposites are stretched more
than 30%. For instance, one can hybridize CNTs and graphite film to
minimize the temperature effect.[53] However,
it is beyond the scope of the present study and we leave the issue
out for future studies.
Figure 6
(a) VI curve of unstretched nanocomposites measured
against chamber
temperature variations ranging from 25 to 85 °C. The relative
humidity of the chamber is fixed to 70%. (b) Initial resistance R0 plotted as a function of temperature extracted
from the VI curve in panel (a). (c) ΔR plotted
as a function of temperature stretched ranging from 30 to 110%. The
red lines in panels (b,c) are a linear fit to the data.
(a) VI curve of unstretched nanocomposites measured
against chamber
temperature variations ranging from 25 to 85 °C. The relative
humidity of the chamber is fixed to 70%. (b) Initial resistance R0 plotted as a function of temperature extracted
from the VI curve in panel (a). (c) ΔR plotted
as a function of temperature stretched ranging from 30 to 110%. The
red lines in panels (b,c) are a linear fit to the data.
Conclusions
In conclusion, we have succeeded in fabricating
a highly elastic
and sensitive SWCNT–PEEU nanocomposite yarn using a low hydrothermal
process. We have obtained a high GF value of up to 28.5 at a maximum
stretch of 600%. Nanocomposite yarns with a low SWCNT concentration
of 1.5% by weight have excellent electrical and sensing properties,
capable of detecting a fine human motion and a fast response time.The SWCNT network and configuration on the PEEU polymer substrate
are crucial for determining the transport properties. We find that
the piezoresistivity of our nanocomposites is affected by temperature
due to a thermally activated hopping mechanism. Future works are needed
to minimize the temperature effect, for instance, by hybridizing our
nanocomposites with graphite films as demonstrated in ref (53).
Experimental Methods
Materials
We purchased SWCNTs with purity 95%, 0.1–0.2
nm diameter. and 3–30 μm length from Chengdu Alpha Nano
Tech. Co. Ltd. PEEU yarn as the polymer substrate was commercially
purchased from a traditional sewing shop. Dopamine hydrochloride,
tris(hydroxymethyl)aminomethane, and sodium dodecyl sulfate BioXtra
99% were purchased from Sigma-Aldrich.
Fabrication Methods of
the PEEU–SWCNT Nanocomposite
As shown in Figure , prior to mixing
the yarn with SWCNTs, we washed it with ethanol,
acetone, and DI water, respectively. We dissolved (5 mg/mL) dopamine
in 50 mL of DI water with the pH adjusted to 8.5 by gently adding
1 M Tris HCl solution (pH 8.8). We then immersed the yarn (50 cm long
and 500 μm in diameter) in the dopamine solution under stirring
at 60 rpm for 24 h at room temperature. Finally, we washed the yarn
thoroughly with DI water and dried it at 60 °C in an oven. In
the meantime, we separately prepared a 20 mg SWCNT dispersion using
a probe sonication in DI water containing 100 mg of SDS. We then hydrothermally
processed the pretreated PEEU yarn in SWCNT solution at 90 °C
hydrolysis, for 3 h in each cycle and dried in an oven at 50 °C
for 30 min. After drying, we measured it electrical resistance at
room temperature. The electrical conductivity improves gradually with
repeating the hydrothermal process up to 5 cycles as schematically
shown in Figure and
demonstrated in Figure (f-4).
Figure 7
Schematic illustration of hydrothermal fabrication of the SWCNT–PEEU
nanocomposite.
Schematic illustration of hydrothermal fabrication of the SWCNT–PEEU
nanocomposite.
Structural and Physical
Characterization
It is imperative
to characterize various physical properties of a bare PEEU yarn and
SWCNT–PEEU nanocomposites in the first place. The carbon structure
of SWCNTs was evaluated by a modular iHR320 Raman spectrometer (Horiba
Scientific, Japan) with a 532 nm excitation laser. The morphological
surface of the nanocomposite was observed by a scanning electron microscope,
JEOL JSM IT300 at 15 kV, to see the effect of PDA treatment on the
interfacial bonding between SWCNTs and the PEEU substrate. Tensile
tests were carried out by a universal testing machine Yasuda equipped
with a 100 N load cell. The nanocomposite yarn was clamped in 25.4
mm distance and stretched out at the rate of 10 mm/min. The wash durability
of the nanocomposite was tested by stirring the samples in water for
2 h at room temperature and 50 °C. The process was repeated three
times to evaluate the interfacial bonding strength between SWCNTs
and the polymer substrate.
Electrical Transport Properties
We measured a change
in the voltage–current (VI) curve due to mechanical deformation
using a Keithley 2450 source meter unit. During the mechanical deformation
test, the nanocomposite sample was placed in a linear motor stage
with both sample ends clamped firmly. We swept the voltage bias from
−1 to +1 V and monitored its electrical current each time at
a different strain value, ranging from 0 to 600%. The electrical resistance
is simply determined from the inverse of the VI slope. We also measured
electromechanical properties of the sample placed in a linear motor
stage in the control chamber of temperature scan up to 90 °C
and humidity.