Abdullah Abdulhameed1, Izhal Abdul Halin2, Mohd Nazim Mohtar2, Mohd Nizar Hamidon3. 1. Department of Electronic Engineering, Faculty of Engineering, Hadhramout University, Mukalla 50511, Yemen. 2. Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang 43400, Malaysia. 3. Institute of Advanced Technology (ITMA), Universiti Putra Malaysia, Serdang 43400, Malaysia.
Abstract
Surfactants such as sodium dodecyl sulfate (SDS) are used to improve the dispersity of carbon nanotubes (CNTs) in aqueous solutions. The surfactant concentration in CNT solutions is a critical factor in the dielectrophoretic (DEP) manipulation of CNTs. A high surfactant concentration causes a rapid increase in the solution conductivity, while a low concentration results in undesirably large CNT bundles within the solution. The increase in the solution conductivity causes drag velocity that obstructs the CNT manipulation process due to the electrothermal forces induced by the electric field. The presence of large CNT bundles is undesirable since they degrade the device performance. In this work, mathematical modeling and experimental work were used to optimize the concentration of the SDS surfactant in multiwalled carbon nanotube (MWCNT) solutions. The solutions were characterized using dynamic light scattering (DLS) and ultraviolet-visible spectroscopy (UV-Vis) analysis. We found that the optimum SDS concentration in MWCNT solutions for the successful DEP manipulation of MWCNTs was between 0.1 and 0.01 wt %. A novel DEP configuration was then used to assemble MWCNTs across transparent electrodes. The configuration was based on ceiling deposition, where the electrodes were on top of a droplet. The newly proposed configuration reduced the drag velocity and prevented the assembly of large MWCNT bundles. MWCNTs were successfully assembled and aligned across interdigitated electrodes (IDEs). The assembly of MWCNTs from aqueous solutions across transparent electrodes has potential use in future transparent electronics and sensor devices.
Surfactants such as sodium dodecyl sulfate (SDS) are used to improve the dispersity of carbon nanotubes (CNTs) in aqueous solutions. The surfactant concentration in CNT solutions is a critical factor in the dielectrophoretic (DEP) manipulation of CNTs. A high surfactant concentration causes a rapid increase in the solution conductivity, while a low concentration results in undesirably large CNT bundles within the solution. The increase in the solution conductivity causes drag velocity that obstructs the CNT manipulation process due to the electrothermal forces induced by the electric field. The presence of large CNT bundles is undesirable since they degrade the device performance. In this work, mathematical modeling and experimental work were used to optimize the concentration of the SDS surfactant in multiwalled carbon nanotube (MWCNT) solutions. The solutions were characterized using dynamic light scattering (DLS) and ultraviolet-visible spectroscopy (UV-Vis) analysis. We found that the optimum SDS concentration in MWCNT solutions for the successful DEP manipulation of MWCNTs was between 0.1 and 0.01 wt %. A novel DEP configuration was then used to assemble MWCNTs across transparent electrodes. The configuration was based on ceiling deposition, where the electrodes were on top of a droplet. The newly proposed configuration reduced the drag velocity and prevented the assembly of large MWCNT bundles. MWCNTs were successfully assembled and aligned across interdigitated electrodes (IDEs). The assembly of MWCNTs from aqueous solutions across transparent electrodes has potential use in future transparent electronics and sensor devices.
Carbon
nanotubes (CNTs) have attracted much attention in recent
years due to their unique properties and usability in many scientific
and research applications.[1] CNTs are produced
in the form of agglomerates or bundles that are tightly attached to
each other, making their dispersity and solubility in common solvents
challenging.[2,3] Solution-based processing is the
main route available in manufacturing and engineering CNT-based devices,
making the dispersion of CNTs in solutions an important research area.[4]Two main approaches are used to improve
the CNT dispersity in solvents,
which are chemical and physical approaches. In the chemical approaches,
CNTs are treated with acids to covalently attach functional groups
onto their surface.[5,6] The physical approaches (noncovalent
treatment) use strong mechanical shear forces such as sonication to
weaken the binding force between the CNTs with the help of agent materials
(dispersants). Examples of dispersants are polymers,[7−9] proteins,[10,11] and surfactants.[12,13]Surfactants are preferred in dispersing CNTs because they
do not
cause any structural damage to the CNTs compared with the chemical
approaches. Furthermore, the removal of the surfactant is much easier
than that of polymers and proteins. Surfactants attached to the CNTs
can be easily washed away after use using deionized water (DIW). There
are three types of surfactants, which are anionic surfactants such
as sodium dodecylbenzene sulfonate (SDBS)[14] and sodium dodecyl sulfate (SDS),[15] cationic
surfactants such as dodecyl tri-methyl ammonium bromide (DTAB),[16] and nonionic surfactants such as polyoxyethylene
octyl phenyl ether (Triton X-100).[17] Among
the mentioned surfactants, SDS is widely used due to its low cost
and easy processing procedures. SDS was used to prepare CNT solutions
for several applications, such as nanocomposites,[18] cement pastes,[19] nanofluids,[20] antibacterial agents,[21] and coating materials.[22]Many studies
address the role of the SDS surfactant in CNT solutions
in terms of the temperature effect,[23] SDS
concentration,[15] sonication power,[24] and binding energy perspective.[25] Yu et al. concluded that there are rules to disperse MWCNTs
with the help of SDS and proper sonication.[26] The first rule concerns the SDS/MWCNT ratio range, where the minimum
weight ratio of SDS to MWCNTs to homogeneously dispersed MWCNTs in
aqueous solutions was 1.5–1, while the maximum concentration
was about 1.4 wt %. The second rule concerns the minimum sonication
energy required, where a sonication time of 90 min (100 000
J) was enough to disperse MWCNTs at concentrations lower than 1.4
wt %. However, limited studies addressed the suitable SDS concentration
in CNT solutions that are used in electrokinetic manipulation systems,
such as the dielectrophoretic (DEP) deposition of MWCNTs.DEP
is an electrokinetic phenomenon that can be utilized to manipulate
CNTs within the solution using nonuniform electric fields.[27] An example of CNT manipulation is the deposition
of CNTs across microelectrode structures in an aligned form.[28,29] Despite the importance of the surfactants in dissolving CNTs, understanding
their role in altering the solution’s electrical conductivity
is an essential factor to achieve successful deposition.[30]Controlling the electrical conductivity
of CNT solutions by adjusting
the surfactant concentration is one of the current challenges to avoid
the occurrences of electrothermal phenomena in DEP systems, such as
the joule heating effect and medium circulation due to the heat convection.[31] Furthermore, solutions with high electrical
conductivity allow more carriers to pass through the circuit, which
might damage the microelectrodes at low frequencies or break the CNT
connections across the electrode gaps.[30] Optimizing the SDS concentration in DEP solution is required to
ensure successful deposition while maintaining strong CNT dispersity.
Additionally, introducing a new DEP setup compatible with CNT-SDS
solutions is desirable in fabricating CNT-based devices such as transparent
sensors.[32]In this article, the role
of the SDS surfactant in dispersing MWCNTs
in aqueous solutions and how it alters the electrical conductivity
were studied. The study aims to optimize the concentrations of SDS
in MWCNT solutions in order to use them in electrokinetic manipulation
systems such as DEP systems. The article also presents a novel DEP
configuration to assemble MWCNTs from the optimized solution and align
them across microelectrodes.
Theory and Modeling
The electrical conductivity of CNT solutions plays a critical role
in the manipulation of CNTs in DEP systems. Solutions with high electrical
conductivity cause other forces to appear in the systems along with
the DEP force. Examples of these forces are the electrothermal (ETH)
and AC electroosmosis (ACEO) forces. In this section, the direct effect
of the solution’s electrical conductivity on these forces is
theoretically investigated. The DEP force is the motion of polarized
particles in medium subjected to nonuniform electric fields. The magnitude
of the DEP force depends on three main factors which are the particle
geometry factor, v, particle polarizability, α̃,
and electric field, E as described by eq .[33]The CNT geometrical factor
depends on the CNT radius, rcnt, and CNT
length, lcnt,
and given by v = (2πrcnt2lcnt)/3, while
the effective polarizability factor depends on the complex permittivity
of the CNT, ε̃cnt, the complex permittivity
of the medium, ε̃̃m, and the depolarization
factor, L, as expressed by eq .The complex permittivity of the medium and CNT is described
by eqAt high
frequencies (ω → ∞), the effective
polarizability factor can be approximated by α̃̃
= ε0εmRe[(εcnt – εm)/(εm)], while
at low frequencies (ω → 0), the effective polarizability
factor can be approximated by α̃̃ = ε0εmRe[(σcnt – σm)/(σm)]. This means
that medium electrical conductivity directly affects the DEP force
at low frequencies.The ACEO is the second force present in
the electrokinetic system.
ACEO occurs due to the existence of charges (negative or positive)
at the solid–liquid interface. These charges form an electric
double layer (EDL) due to the tangential component of the electric
field. The EDL causes nonzero time-average Coulombic force on the
ions at the electrode surface. This force causes medium drag velocity
above the electrodes. The time-averaged velocity due to ACEO, Uaceo, is expressed by the Smoluchowski formula
(eq ).[34]where Λ, ε0, εm, Vp, ηm, and x are the EDL capacitance ratio, vacuum permittivity, medium
relative permittivity, voltage potential, medium viscosity, and distance
from the electrode gap center to the calculation point, respectively.
Ω is a dimensionless frequency expressed by eq .The dimensionless frequency also depends
on the signal angular
frequency, ω, medium conductivity, σm, and
Debye length, λDe. The Debye length equals the square
root of the product of diffusivity and medium permittivity conductivity
ratio (λDe = √((ε0εmDif)/σm)). From the equations given above,
medium electrical conductivity directly affects the Debye length and
the dimensionless frequency. Thus, the ACEO velocity is a function
of medium electrical conductivity.The third electrokinetic
force in the electrokinetic system is
the ETH force. The ETH force occurs in the medium due to the nonuniform
heating caused by the flow of the electric current in the medium.
The ETH is expressed by eq .[34]where ρq and ρs are the charge and mass densities, respectively. The three
terms at the right-hand side of the equation are the Coulomb force,
the dielectric force, and the electrostriction pressure. The last
term can be ignored since its gradient of a scalar quantity does not
affect the incompressible fluid dynamics. Generally, the expression
defines the electrical body force and fluid motion in terms of local
variations in permittivity and conductivity. The time-averaged body
force can be written in terms of temperature gradient as described
by eq .[35,36]where indicates the complex
conjugation of the
electric field. The approximation values of α = (1/ε)(∂ε/∂T) and β = (1/σ)(∂σ/∂T) for aqueous solution are −0.4% and +2% K–1, respectively.[37,38] The body force equation has two
terms; the first term represents the Coulomb force, which is dominant
at low frequency and the second term represents the dielectric force
and dominates at high frequencies. Thus, the electrical conductivity
of the medium directly affects the ETH force, especially at low frequencies.Unlike the first three forces, the gravitational force, Fgrav, does not depend on the electric field.
It depends on the CNT volume, v, and the density difference between
the medium and the CNT (ρcnt – ρm). The gravitational force acting on a CNT is described by eq .[36]where g is the gravitational
acceleration.
The magnitude of the CNT velocity induced by gravity is calculated
by dividing the gravitational force described in eq by a friction factor; γcnt represents the CNT mass flow rate (γcnt = 3πηmlcnt/(ln(lcnt/rcnt)).[35] The CNT total velocity, UCNT, is the sum of the velocity induced by the DEP force, UDEP, velocity induced by the gravitational force, Ugrav, and medium drag velocity due to the ETH
and ACEO, Udrag (eq ).CNTs are required to be deposited (assembled
and aligned) between
ITO electrodes. Figure illustrates the conditions of the velocities to ensure successful
deposition. The velocity induced by the DEP force is the only velocity
in the direction toward the deposition area. Thus, the DEP velocity
must be greater than the sum of the other velocities present in the
DEP system. If the DEP velocity is less than the sum of the other
velocities, the concentration of the SDS surfactant must be optimized
again to reduce the medium conductivity. Details regarding the physical
model and parameters used in the simulation can be found elsewhere.[39]
Figure 1
Flow chart illustrates the conditions under which the
CNTs can
be successfully deposited across ITO electrodes. The colors of the
arrows in the medium correspond to the velocity boxes in the flow
chart, which show the velocity direction.
Flow chart illustrates the conditions under which the
CNTs can
be successfully deposited across ITO electrodes. The colors of the
arrows in the medium correspond to the velocity boxes in the flow
chart, which show the velocity direction.
Materials and Methods
Solution Preparation
Three groups
of solutions were prepared. In the first group, different amounts
of SDS were mixed with DIW in 20 mL vials. The solutions were stirred
and heated on a hotplate at 500 rpm and 35 °C for 5 min. The
mass of the SDS surfactant was varied from 0 to 300 mg, which is equivalent
to concentrations between 0.0 and 1.5 wt %. The purpose of preparing
these solutions is to experimentally measure their electrical conductivity
as a function of SDS concentration. An electrical conductivity meter
(PRIMO5, Hanna Instruments) was used for the conductivity measurements.In the second group, surfactant solutions were prepared in 20 mL
vials with SDS concentrations of 1, 0.5, 0.1, 0.05, and 0.01 wt %.
The same procedure was followed as in the first group. Then, 0.1 mg
of MWCNT powder was dropped in each vial to result in a MWCNT concentration
of 0.001 wt %. The final solutions were sonicated for 15 min (see Table S1 in the Supporting Information).In the third group, 100 mg of the SDS surfactant was added to 20
mL of DIW (0.5 wt %). The solution was sonicated for 5 min and then
diluted by adding 180 mL of DIW to result in a new concentration of
0.05 wt %. MWCNT powder was prepared separately in five vials at different
masses, which were 2, 1, 0.75, 0.5, and 0.25 mg. A total of 20 mL
of the surfactant solution (0.05 wt %) was added to each vial, resulting
in MWCNT concentrations from 0.01 to 0.00125 wt %. The solutions were
further sonicated for 90 min (see Table S2 in the Supporting Information).The dynamic light scattering
(DLS) technique (Malvern Instruments
Nano S) was used to measure the size distribution of MWCNTs in solutions.
The solubility of MWCNTs and the quality of the solutions were determined
by their absorbance to a specific wavelength using ultraviolet–visible
(UV–Vis) spectroscopy (Perkin Elmer Lambda 35).
Electrode Fabrication
Figure illustrates the standard lithography
method that was used to fabricate ITO electrodes on glass substrates.
First, the ITO layer was covered and spin-coated with a positive photoresist.
The substrate was then heated on a hotplate to harden the photoresist
layer. Interdigitated electrodes (IDEs) with a spacing of 50 μm
were printed on the photoresist layer by exposing the substrate to
UV light through a polyester photomask. The exposed patterns of the
photoresist were then developed using a positive developer. An acid
mixture was used to etch the ITO layer before cleaning the photoresist
remains using acetone and IPA. The lithography protocol used in this
work was further explained elsewhere.[40]
Figure 2
Electrode
fabrication protocol and the fabricated electrode geometry.
(1) ITO-coated substrate was cleaned using acetone, IPA, and DIW.
(2) Positive photoresist (AZ 5214E) spin-coated the ITO and then baked
for 2 min at a temperature of 90 °C. (3) Photoresist was exposed
to UV light through a polyester photomask. (4) Developing process
followed by hard baking for 2 h at a temperature of 120 °C. (5)
ITO was etched using a mixture of HCL and HNO3 (4:1). (6) Final product
was cleaned using acetone and IPA.
Electrode
fabrication protocol and the fabricated electrode geometry.
(1) ITO-coated substrate was cleaned using acetone, IPA, and DIW.
(2) Positive photoresist (AZ 5214E) spin-coated the ITO and then baked
for 2 min at a temperature of 90 °C. (3) Photoresist was exposed
to UV light through a polyester photomask. (4) Developing process
followed by hard baking for 2 h at a temperature of 120 °C. (5)
ITO was etched using a mixture of HCL and HNO3 (4:1). (6) Final product
was cleaned using acetone and IPA.
Deposition Setup
The ITO-coated glass
substrate was glued on a bigger microscopic glass slide to facilitate
its movement. One drop of the MWCNT solution was pipetted on the electrodes,
and then, the substrate was flipped upside down so that the electrodes
were on the top of the droplet. The method only works for small-volume
drops (∼30 μL). If the medium volume is more than 30
μL, a glass cover must be used at the droplet’s bottom
side. The substrate was stabilized using a metal holder before applying
the AC signal. The parameters of the AC signal used for the assembly
and alignment were 20 Vpp and 1 MHz, respectively, applied
for 10 min. This method is expected to reduce the heat convection
flow because the medium with low density remains near the electrode
area. Moreover, the gravitational force attracts undesirably large
MWCNT bundles downward away from the electrode gaps and toward the
medium surface. Figure S1 in the Supporting
Information illustrates the setup of the ceiling assembly.
Results and Discussion
Solution Characterization
Figure a presents
the variation
in the electrical conductivity of the solutions as a function of SDS
concentration. The solution’s electrical conductivity increased
linearly when the concentration of the surfactant was increased. The
fitting formula of the conductivity curve is expressed by eq
Figure 3
Conductivity measurements.
(a) Measured electrical conductivities
of DIW at different SDS concentrations. (b) Measured electrical conductivities
of MWCNT solutions at different MWCNT concentrations and a fixed SDS
concentration (0.05 wt %). Tables S3 and S4 in the Supporting Information show the raw data, mean value, and
standard deviation of the measured conductivities.
Conductivity measurements.
(a) Measured electrical conductivities
of DIW at different SDS concentrations. (b) Measured electrical conductivities
of MWCNT solutions at different MWCNT concentrations and a fixed SDS
concentration (0.05 wt %). Tables S3 and S4 in the Supporting Information show the raw data, mean value, and
standard deviation of the measured conductivities.Although SDS is a well-studied surfactant in terms of how
it alters
the conductivity of solutions, it is essential to experimentally measure
the conductivity in the presence of MWCNTs. Figure b presents the solution conductivity at a
constant SDS concentration (0.05 wt %) and varied MWCNT concentration
(0.01–0.00125 wt %). The conductivity was in the same order
(10–2 S/m) with standard deviations in the order
of 10–4. This indicates that MWCNTs did not alter
the medium electrical conductivity in the same way as the SDS did
at the mentioned concentrations. The solutions with varied MWCNT concentrations
are shown in Figure S2, along with field
emission scanning electron microscopy (FESEM) and high-resolution
transmission electron microscopy (HRTEM) images.Figure a presents
the intensity of the scattered light from MWCNTs suspended in DIW.
The intensity peaked in a larger size range in the solution that does
not contain SDS. However, when the SDS surfactant was added to the
MWCNT solution, the intensity curve was shifted to the left, indicating
strong solubility of large MWCNT bundles to individual tubes.
Figure 4
DLS analysis
and results of MWCNT solutions with and without the
SDS surfactant. (a) Intensity of the scattered light from suspended
MWCNTs. (b) Size distribution of MWCNTs with and without SDS. The
concentrations of SDS and MWCNTs were 0.01 and 0.001 wt %, respectively.
DLS analysis
and results of MWCNT solutions with and without the
SDS surfactant. (a) Intensity of the scattered light from suspended
MWCNTs. (b) Size distribution of MWCNTs with and without SDS. The
concentrations of SDS and MWCNTs were 0.01 and 0.001 wt %, respectively.Figure b shows
the size distribution of the dispersed MWCNTs. Before adding the MWCNTs,
the particle size distribution of pure SDS solution was around 2–3
nm, representing the SDS micelle diameter. In the solution containing
SDS and MWCNTs, the total volume percentage in small size ranges was
more than the volume percentage in the solution with only MWCNTs.
For example, the total volume percentage of tubes with sizes less
than 350 nm in solution with SDS solution was 38%, which was 4% more
than the total volume percentage of tubes in solution without SDS
in the same size range. In conclusion, the difference in the particle
size distribution when SDS was used with MWCNTs proves the success
of the surfactant in dissolving large bundles into individual tubes.Figure a shows
the UV–Vis absorbance results of the solution at different
SDS concentrations (the DIW curve was used as a baseline to compare
different SDS concentration curves). The absorbance intensity was
higher at higher SDS concentrations, which was expected for quantitative
analysis. However, there was a fixed peak at 240–242 nm, and
a concentration-dependent peak ranged from 208 nm at a concentration
of 1.25 wt % to below 190 nm at concentrations less than 0.005 wt
% nm.
Figure 5
UV–Vis analysis and results. (a) UV–Vis absorbance
of the surfactant solution at different SDS concentrations. (b) Different
SDS concentrations at an MWCNT concentration of 0.001 wt %. The inset
figure shows the absorbance at wavelengths between 250 and 300 nm.
(c) Different MWCNT concentrations at an SDS concentration of 0.05
wt %.
UV–Vis analysis and results. (a) UV–Vis absorbance
of the surfactant solution at different SDS concentrations. (b) Different
SDS concentrations at an MWCNT concentration of 0.001 wt %. The inset
figure shows the absorbance at wavelengths between 250 and 300 nm.
(c) Different MWCNT concentrations at an SDS concentration of 0.05
wt %.Figure b shows
the absorbance due to the presence of MWCNTs at a fixed MWCNT concentration
of 0.001 wt % and different SDS concentrations (curves in Figure a were used as baselines
to subtract the absorbance due to the SDS). High absorbance peaks
were observed at 260–264 nm, which entirely agrees with other
studies showing that the absorbance peak of an individual MWCNT was
around 260 nm.[6] The intensity peaks were
convergent regardless of the concentration of the surfactant. The
absorbance curve drops at concentrations of 0.5 and 1 wt %, which
indicates an adverse effect of the surfactant at high concentrations
in addition to its pre-effect in increasing the medium electrical
connectivity. The absorbance also decreased at a concentration of
0.01 wt %, indicating low solubility of MWCNTs at an SDS concentration
below 0.01 wt %. In Figure c, the SDS concentration was maintained at 0.05%, while the
MWCNT concentration was varied from 0.00125 to 0.01 wt %. The higher
concentration of MWCNTs results in more single tubes and thus a higher
absorbance peak. The selection of the MWCNT concentration usually
depends on the required density of the deposited MWCNT layer.In conclusion, the conductivity of MWCNT solutions exponentially
increased with the increase in the SDS concentration. On the other
hand, DLS and UV–Vis analysis showed that the addition of the
SDS surfactant improves the MWCNT dispersity and solubility in aqueous
solutions. SDS concentrations of ≥0.5 wt % are not desirable
due to their adverse effect on MWCNT solubility in addition to the
massive increase in the medium electrical connectivity. SDS concentrations
lower than 0.01 wt % were not inefficient in dispersing MWCNTs in
DIW.
Simulation Results
The role of the
SDS concentration in altering the electrokinetic forces can be realized
by solving the equations discussed in the theory section. The resulting
DEP force, ETH force, and ACEO velocity as a function of SDS concentration
are discussed in the following paragraphs.Figure a shows the magnitude of the
ETH and DEP forces as a function of SDS concentration. Assuming that
the permittivity of the medium is merely affected by SDS concentrations,
the DEP force was almost constant as the SDS concentration increased
from 0.001 to 1 wt %.[41] On the other hand,
there was a significant increase in the ETH force from 102 to 106 N/m3 as the SDS concentration increased
from 0.001 to 1 wt %. Figure b shows that the ACEO velocity increases linearly with the
increase in the SDS concentration. For example, at a frequency of
105 Hz, the ACEO velocity increased from 4.67 × 10–7 m/s at a concentration of 0.01 wt % to 6.33 ×
10–6 m/s at a concentration of 0.1 wt %. The ACEO
velocity is also a function of signal frequency where the velocity
can be decreased by 2 orders of magnitude by increasing the signal
frequency by 1 order of magnitude at the same SDS concentration.
Figure 6
Simulation
results of the DEP, ETH, and ACEO at different SDS concentrations.
(a) DEP and ETH forces versus SDS concentration at a point located
10 μm below the electrode edge. The inset figure is the DEP
force versus SDS concentration. (b) ACEO velocity vs SDS concentration
at different frequencies at a point located 10 μm below the
electrode edge.
Simulation
results of the DEP, ETH, and ACEO at different SDS concentrations.
(a) DEP and ETH forces versus SDS concentration at a point located
10 μm below the electrode edge. The inset figure is the DEP
force versus SDS concentration. (b) ACEO velocity vs SDS concentration
at different frequencies at a point located 10 μm below the
electrode edge.Figure a shows
the drag velocity and the DEP velocity at different depths using different
SDS concentrations. The DEP was the dominant velocity near the electrode
surface up to −60 μm depth. At depths beyond −60
μm, the drag velocity becomes significant at an SDS concentration
above 1 wt %. This means that MWCNTs located below 60 μm are
dragged away by the medium motion and cannot reach the deposition
area. When the SDS concentration was reduced to 0.1 wt %, the drag
velocity became lower than the DEP velocity at depths between −60
and −80 μm. Thus, the DEP velocity can attract MWCNTs
from deeper locations. Further reduction in the SDS concentration
has no effect as the DEP velocity attenuation is very strong. Figure b shows the velocities
at depths below the electrode center. The velocity due to the DEP
force was much weaker than the velocity at the electrode edge. However,
the drag velocity dominated the DEP velocity at depths beyond −40
μm.
Figure 7
Simulation results of the DEP and drag velocity at different SDS
concentrations. (a) At location below the electrode edge. The inset
figure illustrates the drag velocity at depths between −50
and −100 μm. (b) At location below the electrode center.
The inset figure illustrates the drag velocity at depths between −50
and −100 μm.
Simulation results of the DEP and drag velocity at different SDS
concentrations. (a) At location below the electrode edge. The inset
figure illustrates the drag velocity at depths between −50
and −100 μm. (b) At location below the electrode center.
The inset figure illustrates the drag velocity at depths between −50
and −100 μm.The results discussed in Figure were taken at a specific location of the system geometry
(electrode edge and electrode center). Figure presents the velocity vectors at three different
SDS concentrations below selected electrodes. Figure a–c shows that the intensity of the
drag velocity increased with the increase in the SDS concentration.
The increase in the velocity was significant at SDS concentrations
of >1 wt %. Figure d,e shows that the SDS concentration does not affect the velocity
due to the DEP force because no matter how concentrated the solution
is, the electrical conductivity will not exceed that of the MWCNTs.
The SDS concentration becomes critical in determining the DEP velocity
direction (+DEP or −DEP) only when the manipulated particles
have electrical conductivity in the same order as the solution.
Figure 8
Velocities
induced on MWCNTs in the DEP system. (a) Drag velocity
at an SDS concentration of 0.01 wt %. (b) Drag velocity at an SDS
concentration of 0.1 wt %. (c) Drag velocity at an SDS concentration
of 1 wt %. (d) DEP velocity at an SDS concentration of 0.01 wt %.
(e) DEP velocity at an SDS concentration of 1 wt %. (f) Gravitational
velocity at an SDS concentration of 1 wt %. The black arrows in the
figures represent the direction of the velocity. Note that the simulation
results in figure are at a location near the electrode surface. Further
simulation results across the entire geometry can be found in Figure S3 (Supporting Information).
Velocities
induced on MWCNTs in the DEP system. (a) Drag velocity
at an SDS concentration of 0.01 wt %. (b) Drag velocity at an SDS
concentration of 0.1 wt %. (c) Drag velocity at an SDS concentration
of 1 wt %. (d) DEP velocity at an SDS concentration of 0.01 wt %.
(e) DEP velocity at an SDS concentration of 1 wt %. (f) Gravitational
velocity at an SDS concentration of 1 wt %. The black arrows in the
figures represent the direction of the velocity. Note that the simulation
results in figure are at a location near the electrode surface. Further
simulation results across the entire geometry can be found in Figure S3 (Supporting Information).Figure f
shows
that the velocity resulting from the gravitational force was a constant
velocity directed to the ground (opposite of the deposition direction).
The gravitational velocity of a suspended MWCNT depends on the MWCNT
structure and dimensions. The variation in the gravitational velocity
was not significant at different MWCNT lengths and densities. However,
the increase in the MWCNT diameter significantly increased the gravitational
velocity (see Figure S4 in the Supporting
Information). Individual tubes have a diameter in the range of a few
nanometers up to a few hundred nanometers, while the diameter of MWCNT
bundles is equal to the average diameter of a single tube multiplied
by the number of the tubes that form the bundle. Large MWCNT bundles
that SDS fails to dissolve experience a stronger gravitational force.
Thus, ceiling deposition is expected to eliminate the deposition of
large MWCNT bundles and result in clean and homogeneous MWCNT networks.In conclusion, low-conductivity media are required to avoid undesirable
electrothermal and electroosmotic flows. Surfactant concentrations
higher than 0.1 wt % caused a massive increase in the drag velocity
at depths near the electrodes, which obstructs the suspended MWCNTs
from reaching the deposition area. Minimum SDS concentration must
be used with the help of ceiling deposition to avoid the assembly
of undissolved and large MWCNT bundles.
Deposition
Results
Deposition of
MWCNTs across ITO was successfully conducted using ceiling deposition,
as shown in Figure . The solution used in the deposition process has the SDS surfactant
at a concentration of 0.05 wt % and MWCNTs at a concentration of 0.001
wt %. MWCNTs were accumulated instantaneously at the electrode edges
because of the high-intensity DEP force at the electrode edges (Figure a). The MWCNTs continued
to chain and attach to each other until complete connections were
formed across the electrode gap (Figure b,c).
Figure 9
Deposition of MWCNTs across ITO electrodes.
(a) MWCNTs accumulated
at the ITO edges after applying an AC signal of 20 Vpp and
1 MHz. (b) Complete MWCNT connections after a few minutes at the IDE
finger head. (c) Complete MWCNT connections after a few minutes at
different gaps. (d) MWCNT connections were broken during the removal
process. Figure S5 in the Supporting Information
shows the alignment on a large scale.
Deposition of MWCNTs across ITO electrodes.
(a) MWCNTs accumulated
at the ITO edges after applying an AC signal of 20 Vpp and
1 MHz. (b) Complete MWCNT connections after a few minutes at the IDE
finger head. (c) Complete MWCNT connections after a few minutes at
different gaps. (d) MWCNT connections were broken during the removal
process. Figure S5 in the Supporting Information
shows the alignment on a large scale.Figure d shows
that the MWCNT connections were broken during the removal process.
SDS molecules penetrate the gap between the tubes in the solution.
However, these molecules break down while drying the medium, reducing
the MWCNT–MWCNT contact force. This problem can be solved by
diluting the droplet with DIW after forming the MWCNT connections,
which could help in maintaining the quality of the aligned MWCNTs.
Conclusions
Surfactants such as SDS are used
to improve the dispersity and
solubility of MWCNTs in aqueous solutions to form MWCNT suspensions.
MWCNT suspensions are used in many applications, including the manipulation
of MWCNTs in a microfluidic channel using an electric field. Furthermore,
the deposition of MWCNTs from a solution to an electrode structure
is widely used in the fabrication of CNT-based devices such as transistors
and sensors. In this work, we focused on optimizing the SDS concentration
in MWCNT solutions used in DEP systems. The simulation results showed
that SDS concentrations of more than 0.1 wt % were not desirable because
they caused a massive increase in the medium drag velocity. SDS concentrations
low than 0.01 wt % were inefficient in dispersing MWCNTs in DIW. Thus,
the optimum SDS concentration in MWCNT solutions for DEP deposition
was between 0.1 and 0.01 wt %. The proposed DEP setup successfully
assembled MWCNTs from the optimized solution and aligned them across
ITO electrodes using an AC signal of 20 Vpp and 1 MHz.
Ceiling deposition was preferable in MWCNT assembly from solution
with low SDS concentrations because long-duration deposition allows
large bundles to move toward the drop surface away from the deposition
area. The proposed method and optimized materials have potential use
in the fabrication of future transparent wearable electronics such
as sensors and detection devices.