Asphaltenes, heavy aromatic components of crude oil, are known to adsorb on surfaces and can lead to pipe clogging or hinder oil recovery. Because of their multicomponent structure, the details of their interactions with surfaces are complex. We investigate the effect of the physicochemical properties of the substrate on the extent and mechanism of this adsorption. Using wetting measurements, we relate the initial kinetics of deposition to the interfacial energy of the surface. We then quantify the long-term adsorption dynamics using a quartz crystal microbalance and ellipsometry. Finally, we investigate the mechanism and morphology of adsorption with force spectroscopy measurements as a function of surface chemistry. We determine different adsorption regimes differing in orientation, packing density, and initial kinetics on different substrate functionalizations. Specifically, we find that alkane substrates delay the initial monolayer formation, fluorinated surfaces exhibit fast adsorption but low bonding strength, and hydroxyl substrates lead to a different adsorption orientation and a high packing density of the asphaltene layer.
Asphaltenes, heavy aromatic components of crude oil, are known to adsorb on surfaces and can lead to pipe clogging or hinder oil recovery. Because of their multicomponent structure, the details of their interactions with surfaces are complex. We investigate the effect of the physicochemical properties of the substrate on the extent and mechanism of this adsorption. Using wetting measurements, we relate the initial kinetics of deposition to the interfacial energy of the surface. We then quantify the long-term adsorption dynamics using a quartz crystal microbalance and ellipsometry. Finally, we investigate the mechanism and morphology of adsorption with force spectroscopy measurements as a function of surface chemistry. We determine different adsorption regimes differing in orientation, packing density, and initial kinetics on different substrate functionalizations. Specifically, we find that alkane substrates delay the initial monolayer formation, fluorinated surfaces exhibit fast adsorption but low bonding strength, and hydroxyl substrates lead to a different adsorption orientation and a high packing density of the asphaltene layer.
Asphaltenes are complex
heavy aromatic molecules contained in crude
oil and composed of a polyaromatic core and aliphatic side chains.[1−4] This dual morphology is reinforced by the presence of polar substituents
in the core such as oxygen, nitrogen, and sulfur (see the Supporting Information for elemental composition)[5] and the polarizable nature of the aromatic core.[6] These characteristics enable asphaltene molecules
to take part in both polar and apolar interactions. As a consequence,
they are considered surfactants and have a remarkable affinity for
liquid interfaces[7−10] and solid substrates.[11−14] Their adsorption on the solid walls of pipes can
lead to clogging, requiring costly interruption of production and,
often, physical cleaning.[14−16]In this study, we investigate
the adsorption of a sample of asphaltenes
on solid surfaces as a function of the type of interactions they can
have with the substrate. A series of complementary experimental techniques
enables the study of all the phases of adsorption from monolayer formation
to long-term kinetics. The combination of these results with force
spectroscopy measurements by AFM (Atomic Force Microscopy) gives further
insight into the mechanism of asphaltene adsorption as a function
of the physicochemical properties of the substrate.Defined
by their solubility in toluene and insolubility in n-alkanes,[1] asphaltenes exhibit
a micellar behavior as their concentration increases.[18] At low concentration, asphaltene molecules of size around
1 nm are isolated and independent. As the concentration increases,
their aromatic cores interact, leading to π–π stacking
and the formation of nano-aggregates of about 2 nm in size. As the
concentration further increases, the aliphatic side chains start interacting
and clusters of these nano-aggregates of typical size 5–10
nm appear.[18,19] Here, we focus on the single-molecule
regime using a model solution of asphaltenes in pure toluene at a
concentration of 50 mg/L, below the critical nano-aggregate concentration
of 60 mg/L.[18] The adsorption of single
molecules on solids has been extensively studied in other systems,
such as proteins, to avoid biological contamination,[20] control fouling on cooking devices,[21] or even develop biocoatings in immunology.[22] Proteins, also known as surfactants in alimentary foams[23] and multiple biological situations,[24] could provide an analogy with asphaltenes as
their molecular structure is usually described as a combination of
hydrophilic polar parts and hydrophobic chains.[24,25] The adsorption of proteins on solids is partially controlled by
the wetting properties of the surface,[26,27] an assertion
which remains to be discussed in the case of asphaltenes.
Experimental Methods
Asphaltenes
The asphaltenes used
in this study were
extracted from Cold Lake vacuum residue by dissolution in toluene
and precipitation with n-heptane (C7-asphaltenes).
The elemental composition of the sample studied here is available
in the Supporting Information.
Silane Functionalization
of Silicon Substrates
To prepare
the alkane-functionalized substrates, the silicon samples were coated
with octadecyltrichlorosilane (Sigma-Aldrich) in the presence of a
stoichiometric quantity of water emulsified in the toluene solvent.
For the fluoroalkane substrate, the silicon samples were functionalized
with 1H,1H,2H,2Hperfluoro-octylsilane (Sigma-Aldrich) in the vapor phase
for 4 h after plasma cleaning to activate the surface. The surfaces
were then rinsed with acetone, isopropyl alcohol, and water before
use.
Thiol Functionalization of Gold Surfaces
Gold surfaces
were functionalized for quartz crystal microbalance (QCM) measurements
and AFM measurements (probe functionalization). The thiols used were
mercaptoethanol, decanethiol, and 1H,1H,2H,2Hperfluorodecylthiol for
the hydroxyl, alkane, and fluoroalkane functionalization, respectively.
In each case, the gold surfaces were immersed in a solution of the
thiol in ethanol at a concentration of 50 mM for 24–48 h. The
surfaces were then rinsed with pure ethanol and water and allowed
to dry before use.
Contact Angle Measurements
Contact
angles were measured
using a Ramé-Hart (model 500-F1) contact angle goniometer.
Each pair of advancing and receding contact angle is obtained by sequentially
infusing and removing liquid from a droplet on the surface and measuring
the contact angle of the quasi-statically moving contact line. When
contact angles are reported in this article, they are the average
of a minimum of three measurements at different positions on each
of the two separate samples to ensure reproducibility of the results.
Atomic Force Microscopy
Atomic force microscopy images
were obtained using a Dimension 3100 atomic force microscope with
the Nanoscope IV scanned probe controller in the tapping mode. The
probes used were tapping mode pyramidal probes with a stiffness of
ca. 40 N/m. The images reported here are representative of series
of AFM images taken in different spots and on separate samples.
AFM Force Spectroscopy
Atomic force spectroscopy measurements
were obtained with an Asylum Research MFP-3D scanning probe microscope.
The probes used were silicon nitride cantilevers with a gold-plated
silicon dioxide spherical particle (5 μm) mounted at the tip
and exhibited a stiffness of ca. 0.5 N/m. Before each measurement,
the actual stiffness of the probe was measured by measuring its deflection
on a glass substrate. Each adhesion force experiment is the result
of 210 measurements on a 14 × 15 grid with each measurement separated
by 4 μm. The resulting probability distribution function reported
here shows the variability of the measurement.
Quartz Crystal Microbalance
QCM experiments were performed
on a commercially available instrument from Biolin Scientific (QSense
QCM-D, E4 flow cells). Hydrocarbon-resistant Kalrez o-rings were used
in the flow cells. The injection flow rate was maintained at 401 μL/min
using a peristaltic pump (Cole-Parmer). Solvent-resistant polyvinylchloride
solva tubing (Cole-Parmer) was chosen for the peristaltic pump. Teflon
inlet tubing and fittings were used as far as possible. The quartz
sensors (Biolin Scientific) were physically vapor-deposited with gold.
The root-mean-square roughness measured by AFM as reported by the
manufacturer is 0.9 nm. The surface of the gold sensors was functionalized
using thiol chemistry (see the Supporting Information-2). Prior to experiments, the sensors were rinsed in heptane and dried
with nitrogen. During measurements, the pure solvent was first injected
for 18–20 h to determine the solvent contribution to the total
frequency shift. Subsequently, the asphaltene solution was injected
for 48 h and the total frequency shift was measured. The experiments
were performed using a flow-through setup. This measurement was replicated
on independent samples to verify reproducibility.
Ellipsometry
Film thickness measurements were conducted
by ellipsometry using a Woollam spectroscopic ellipsometer (model
XLS-100). The wavelength λ of the incident beam was varied from
400 to 1200 nm. The incident angle was kept constant at a value of
57°. The thickness of the coating of a functionalized substrate
was obtained by assuming a Cauchy model and a refractive index of
1.45 and was found to be of the order of 3 nm (Supporting Information-2). The thickness of the adsorbed asphaltene
layer was estimated by assuming a refractive index of 1.9, as recently
estimated by Turgman-Cohen et al.[39] Each
data point is obtained by averaging a minimum of three measurements
on each of the two separate samples.
Results and Discussion
Solid
Adsorption
To study the influence of solid surface
energy, we prepared smooth functionalized solids, specifically, silicon
wafers coated with silanes[28] and gold coupons
functionalized using thiol chemistry[29] (see
the Experimental Methods). The AFM images
of the functionalized silicon substrate shown in Figure a–c demonstrate that
the nanometric coating is extremely smooth. Indeed, the root-mean-square
roughness r was measured to be ∼0.2 nm, on
the order of the sensitivity of the AFM apparatus, for all functionalizations.
We consider three types of functionalizations. First, as a polar,
hydrophilic substrate, we study the native oxide layer on silicon
wafers. In addition, two apolar hydrophobic functionalizations are
investigated: an octylsilane, consisting of a straight hydrocarbon
chain, and a fluorinated substrate with a perfluoroalkane of the same
length.
Figure 1
Characterizations of
three functionalized substrates before and
after asphaltene adsorption. AFM pictures of different functionalized
substrates before and after asphaltene adsorption. Three functionalized
substrates are studied before adsorption (τ = 0 h). A clean
bare silicon wafer with hydroxyl groups (a), a silicon wafer grafted
with an alkane chain of eight carbons (b), and a fluorinated surface
(c) obtained after deposition of trichloro(1H,1H,2H,2H-perfluoroctyl)silane
on a silicon wafer were used as smooth functionalized substrates (r ≈ 0.2 nm). The color bar scales from 0 to 12 nm.
The size of every AFM picture represents a 1 μm by 1 μm
square as better evidenced by the scale bar on the top right corner.
After being immersed for a time τ = 48 h in a solution of asphaltenes
in toluene, the hydroxyl (d), alkane (e), and fluorinated (f) substrates
show a greater root-mean-square roughness (r ≈
1.2 nm) reinforced by noticeable patchiness in the AFM pictures. The
advancing θa (g) and receding θr (h) contact angles of water are compared on these three substrates
before (τ = 0 h, blue) and after (τ = 48 h, yellow) adsorption.
The solid line represents these contact angles for water on an asphaltene
layer obtained by spin coating (100°).
Functionalized silicon substrates were immersed in an
asphaltene solution for 48 h. After exposure to asphaltenes, the substrates
were rinsed with toluene and dried with nitrogen before being imaged
with AFM. The resulting surface topographies, shown in Figure d–f, exhibit a significantly
increased roughness (r > 1 nm). On all three surfaces,
noticeable patchiness is observed with grains around 10 nm in size.
This change in morphology indicates that asphaltenes have adsorbed
on all three functionalized solids. We investigated the resulting
change in physicochemical properties by measuring the contact angles
of water on each surface. In Figure g, the advancing contact angle θa of
water is reported before adsorption (τ = 0 h, in blue) and after
48 h in solution (in yellow). Initially, the functionalized substrates
cover a large range of contact angles varying from 40° on the
hydroxyl solid to 120° on the fluorinated substrate. After 48
h in the asphaltene solution, the advancing contact angle θa converges toward the same value on all substrates. This value,
around 100°, is highlighted in Figure g with a solid black line and is identical
to the value obtained on a spin-coated layer of asphaltenes. Similarly,
the receding contact angle θr of water, reported
in Figure h, while
initially disparate, converges to an intermediate value of around
65°. Note, however, that the receding contact angle on the hydroxyl
substrate is significantly smaller than that on the other substrates.
Indeed, receding contact angles are known to be highly dependent on
surface topographies,[30] and the layer of
asphaltenes adsorbed on the hydroxyl substrate exhibited slightly
different roughnesses compared to the other two (see Figure d–f). Crucially, both
AFM and contact angles measurements demonstrate that asphaltenes are
adsorbed on all solids, regardless of functionalization. After 48
h, the wetting homogeneity of the three substrates suggests complete
coverage with asphaltenes.Characterizations of
three functionalized substrates before and
after asphaltene adsorption. AFM pictures of different functionalized
substrates before and after asphaltene adsorption. Three functionalized
substrates are studied before adsorption (τ = 0 h). A clean
bare silicon wafer with hydroxyl groups (a), a silicon wafer grafted
with an alkane chain of eight carbons (b), and a fluorinated surface
(c) obtained after deposition of trichloro(1H,1H,2H,2H-perfluoroctyl)silane
on a silicon wafer were used as smooth functionalized substrates (r ≈ 0.2 nm). The color bar scales from 0 to 12 nm.
The size of every AFM picture represents a 1 μm by 1 μm
square as better evidenced by the scale bar on the top right corner.
After being immersed for a time τ = 48 h in a solution of asphaltenes
in toluene, the hydroxyl (d), alkane (e), and fluorinated (f) substrates
show a greater root-mean-square roughness (r ≈
1.2 nm) reinforced by noticeable patchiness in the AFM pictures. The
advancing θa (g) and receding θr (h) contact angles of water are compared on these three substrates
before (τ = 0 h, blue) and after (τ = 48 h, yellow) adsorption.
The solid line represents these contact angles for water on an asphaltene
layer obtained by spin coating (100°).
Monolayer Formation
We use contact angle measurements
to track the formation of the first monolayer on the functionalized
solids. Figure a shows
the wetting transition for water from the original functionalized
solids to asphaltene-covered substrates. The initial and final contact
angles are similar to the ones shown in Figure g. The samples were placed in an asphaltene
solution at a concentration of 50 mg/L in toluene and withdrawn regularly
to measure the evolution of the contact angles of water (Figure a), toluene (Figure b), and heptane (Figure c). After being withdrawn,
they were rinsed with toluene and dried with a nitrogen gun. Then,
the contact angles were measured with a goniometer. In Figure a–c, each bar represents
the advancing (top) and receding (bottom) contact angles, as sketched
in Figure d. Each
reported value is the average of a minimum of five measurements made
in at least two different positions on the substrate. The error bar
represents the standard deviation of the measurements. In Figure a, we observe that
the advancing contact angle of water θa reaches a
value of around 100° on all solids as expected. Similarly, the
contact angles of heptane and toluene also converge to a common value
on all substrates. Some deviations are observed on the receding contact
angle θr, which are attributed to the patchiness
observed by AFM in Figure . After 10,000 s (about 3 h), the contact angles reach a steady
state, except on the fluorinated substrate which experiences an increase
in wetting with toluene and heptane, a possible consequence of long-term
modifications in the monolayer, which will be discussed later. However,
we interpret both the uniformity of the wetting on all three substrates
and the steady state observed on contact angles after 10,000 s as
the presence of a complete monolayer of asphaltenes. Any further adsorption
of asphaltenes does not further modify the wetting property of the
substrates.
Figure 2
Monolayer formation of asphaltenes during adsorption on three functionalized
substrates. (a) Advancing and receding contact angles of water on
hydroxyl (top blue), alkane (red), and fluorinated (bottom green)
coatings as a function of adsorption time t. (b)
Advancing and receding contact angles of toluene on hydroxyl (top
blue), alkane (red), and fluorinated (bottom green) coatings as a
function of adsorption time t. (c) Advancing and
receding contact angles of heptane on hydroxyl (top blue), alkane
(red), and fluorinated (bottom green) coatings as a function of adsorption
time t. (d) Sketch of the advancing and receding
contact angles. (e) Estimation of solid energy of hydroxyl (blue circles),
alkane (red squares), and fluorinated (green triangles) coatings during
asphaltene adsorption for a time t.
Monolayer formation of asphaltenes during adsorption on three functionalized
substrates. (a) Advancing and receding contact angles of water on
hydroxyl (top blue), alkane (red), and fluorinated (bottom green)
coatings as a function of adsorption time t. (b)
Advancing and receding contact angles of toluene on hydroxyl (top
blue), alkane (red), and fluorinated (bottom green) coatings as a
function of adsorption time t. (c) Advancing and
receding contact angles of heptane on hydroxyl (top blue), alkane
(red), and fluorinated (bottom green) coatings as a function of adsorption
time t. (d) Sketch of the advancing and receding
contact angles. (e) Estimation of solid energy of hydroxyl (blue circles),
alkane (red squares), and fluorinated (green triangles) coatings during
asphaltene adsorption for a time t.The evolution of the advancing and receding contact angles
enables
us to visualize the kinetics of the first monolayer formation. In Figure a, the contact angles
of water on the hydroxyl substrate (in blue) are strongly affected
by asphaltene deposition as soon as 1 s after immersion. The advancing
contact angle experiences a rapid increase to reach its final value.
Deposition is also observed to be fast on fluorinated substrates (in
green) where the receding contact angle changes significantly in the
first few seconds. Conversely, the water contact angles remained stable
on the alkane coating (in red) for about 1000 s. Figure b shows that the toluene contact
angles also exhibit a difference between the initial kinetics of adsorption
on fluorinated and alkane surfaces. We observe a transition after t = 1000 s from the initial physicochemistry of the alkane
coating to a modified wetting state induced by asphaltene fouling.
On the other hand, the receding contact angle of toluene of fluorinated
substrates immediately becomes extremely low. These complementary
results demonstrate that the kinetics of the monolayer formation is
highly sensitive to the underlying chemical functionalization: fouling
is fast on hydroxyl and fluorinated substrates, while it is delayed
on an alkane substrate.In addition, measuring the contact angles
of water, toluene, and
heptane allows us to derive the solid energy of the surfaces. Indeed,
as described by Fowkes,[31] the solid–liquid
interfacial energy γls can be expressed as the sum
of a polar component γAB including hydrogen-bonding
and Lewis acid–basis[32] effects and
an apolar part γLW denoted after Lifshitz–van
der Waals.[32] The polar component can be
further broken down into electron-acceptor γ+ and
electron-donor γ– parts,[33] such that the solid energy γs can be written
as γs = γLW + .[34] Writing the
solid–liquid interfacial energy in this form leads to a modified
Young equation γl(1 + cos θls) =
2( + + ), where γl is the surface
tension of the liquid and θls is the contact angle
of the liquid on the solid. For a given substrate, we can measure
the contact angle of three different liquids of known surface tension
components to obtain three equations from which we can derive all
three components of the solid surface energy γs.
The advancing contact angle was used in these derivations as it is
considered a signature of the chemistry of a solid and leads to values
of γs in good agreement with the literature for our
native functionalizations.[35]Figure e shows the solid energy as
a function of adsorption time. The solid line represents the solid
energy of an asphaltene layer spin-coated on a wafer (θls ≈ 100° and γs ≈ 28.5
mN/m). The solid energy of the hydroxyl substrate (in blue) decreases
rapidly (1 s) from a high value (50 mN/m) to an intermediate value
(around 28 mN/m) where it remains stable over the rest of the experiment.
Similarly, the solid energy of the fluorinated substrate (in green)
starts from a low value (highly apolar solid, γs ≈
10 mN/m) and eventually reaches a value close to that of an asphaltene
layer. Conversely, the solid energy of the alkane substrate does not
change significantly over time. Indeed, the initial surface energy
of the alkane substrate is close to the value of the solid energy
of an asphaltene layer.Combining these observations with the
contact angle measurements
on the different substrates, the initial adsorption of asphaltenes
appears to be driven thermodynamically by the lowering of the solid–liquid
interfacial energy. Indeed, the surfaces with a significant initial
solid–liquid interfacial energy (hydroxyl and fluorinated)
show the fastest initial kinetics, while the alkane substrate show
a delayed adsorption which we attribute to the small interfacial energy
between the substrate and the toluene solvent.
Long-Term Adsorption
The long-term adsorption kinetics,
beyond the monolayer formation, was also studied quantitatively using
two complementary techniques. The QCM provides information about the
added mass because of the adsorption of asphaltenes on a functionalized
gold-coated quartz crystal (see the Experimental
Methods). By tracking the evolution of the resonant frequency f of the crystal as it is exposed to asphaltenes, the adsorbed
mass m is estimated via the Sauerbrey equation[36,37] as a function of time. To speed up the adsorption and limit the
frequency drift of the instrument during the experiment, the asphaltene
solution used in this experiment was of a higher concentration (400
mg/L) in a mixed heptane–toluene (30–70 wt %) solvent.
The solution was flown over the sensors (Q = 400
μL/min) for 8 h. Complementarily, we measure the thickness h of the asphaltene layer adsorbed on functionalized silicon
substrates in static conditions exposed to a 50 mg/L solution in toluene
using ellipsometry. On measuring the reflection of incident polarized
light on a reflective substrate, a spectroscopic ellipsometer enables
the determination of the refractive index of the material and the
thickness of transparent layers (see the Experimental
Methods). The wavelength λ of the incident beam is varied
from 400 to 1200 nm. The incident angle was kept constant at a value
of 57°. To obtain baseline measurements and evaluate the effectiveness
of the treatments, the functionalization coatings were studied first.
Modeling the functionalized solid as a superposition of a 1 mm-thick
layer of silicon providing reflectiveness and a layer of alkyl-silanes
of thickness h0 and a refractive index
of 1.45, we obtained the coating thickness h0 for the various substrates, detailed in the Supporting Information and in good agreement with results
previously reported in the literature.[28,38] The measured
thickness of our coatings is a few nanometers, assuming a homogeneous
coating. The visualization of the various coating by AFM (Figure a–c) validates
the uniformity of the film. The functionalized solids are then immersed
in an asphaltene solution (50 mg/L in toluene) and withdrawn regularly.
Once withdrawn, the samples are immediately rinsed in toluene and
dried with a nitrogen gun. To study the effect of the rinsing process,
we verified that immersing the samples in pure toluene for a time
up to several hours does not affect the measured thickness of the
adsorbed layer. The measurements, therefore, reflect the thickness
of the irreversibly adsorbed asphaltenes on the solids. As recently
discussed by Turgman-Cohen et al.,[39] we
assume a refractive index of 1.9 for asphaltenes. Each data point
is obtained after scanning three different spots on at least two samples.
Thus, the value reported is the average of a minimum of six measurements.
The standard deviation is reported as the error bar.The QCM
measurements (Figure a) show a monotonic increase of the adsorbed mass m with the adsorption time t on all three functionalized
substrates. The adsorbed mass reaches a final value between 100 and
1000 ng/cm2. However, the measurements are significantly
different on the three functionalizations. On the hydroxyl substrate
(in blue), the mass exhibits a rapid initial increase followed by
a level-off to steady-state kinetics after about 3 h (10,000 s). The
same fast initial and slow steady-state kinetics are observed on the
fluorinated substrate (in green), although the final adsorbed mass
is less than half of that on the hydroxyl solid. The alkane substrate
(in red) exhibits a markedly slower initial adsorption before reaching
the plateau. This is consistent with the slow monolayer formation
on the alkane substrate previously discussed.
Figure 3
Quantification of adsorbed
asphaltenes on three functionalized
substrates. (a) QCM measurements of asphaltenes adsorbed on hydroxyl
(blue circles), alkane (red squares), and fluorinated (green triangles)
coatings. The adsorbed mass rapidly increases on hydroxyl and fluorinated
solids, whereas the increase is delayed by a few thousands of seconds
on the alkane substrate. (b) Ellipsometry measurements of asphaltenes
adsorbed on hydroxyl (blue circles), alkane (red squares), and fluorinated
(green triangles) coatings. The thickness of hydroxyl and fluorinated
substrates seems to be similar, whereas the kinetics is slower on
alkane chains. Moreover, the long-term thickness seems to be higher
on alkane.
Quantification of adsorbed
asphaltenes on three functionalized
substrates. (a) QCM measurements of asphaltenes adsorbed on hydroxyl
(blue circles), alkane (red squares), and fluorinated (green triangles)
coatings. The adsorbed mass rapidly increases on hydroxyl and fluorinated
solids, whereas the increase is delayed by a few thousands of seconds
on the alkane substrate. (b) Ellipsometry measurements of asphaltenes
adsorbed on hydroxyl (blue circles), alkane (red squares), and fluorinated
(green triangles) coatings. The thickness of hydroxyl and fluorinated
substrates seems to be similar, whereas the kinetics is slower on
alkane chains. Moreover, the long-term thickness seems to be higher
on alkane.The ellipsometry measurements,
reported in Figure b on a semi-log scale, show similar but complementary
results. On the hydroxyl (blue circles) and fluorinated substrates
(green triangles), the thickness h of the asphaltene
layer exhibits a very similar behavior. The thickness measured after
1 s is larger than 1 nm, which represents the order of magnitude of
the expected size for a monolayer of asphaltenes as expected from
the contact angle measurements from Figure . This validates the use of ellipsometry
for quantification despite the relative patchiness of our asphaltene
layers reported in Figure . Then, the thickness increases by a factor of 5 between 1
and 104 s. The alkane layer (red squares), like in the
QCM results, displays slower initial kinetics. The asphaltene layer
thickness is lower than 1 nm until t ≈ 1000
s, indicating slow monolayer formation. Then, after a few thousands
of seconds, the kinetics speed up and, after 106 s (about
2 weeks) in solution, the thickness of asphaltenes reaches a value
of about 15 nm on the alkane substrate, whereas it remains of the
order of 6 nm on the two other substrates.Despite differences
in measurements (mass m and
thickness h) and in configurations (in situ measurement
under flow conditions with the QCM and a posteriori on dried substrates
by ellipsometry), both quantitative techniques are in good agreement
with respect to the trends. Indeed, measurements obtained both by
the QCM (Figure a)
and ellipsometry (Figure b) show two distinct kinetics depending on the functionalization.
On both the hydroxyl and fluorinated substrates, the initial adsorption
is rapid: after 1 s, a thickness of 1 nm of asphaltenes is measured
by ellipsometry, whereas it remains lower than 1 nm for a few thousands
of seconds on the alkane coating. Conversely, at a longer timescale,
the steady-state kinetics is faster on alkane chains. However, there
are key differences between the QCM and ellipsometry measurements
in the ratio between the measured masses and thicknesses. Indeed,
from the QCM measurements, the maximum mass is obtained on the hydroxyl
substrate, whereas the maximum thickness is reached at a long timescale
on the alkane substrate. This suggests a difference in the adsorbed
layer density. In fact, from these measurements, we can estimate the
relative density of the asphaltene layer on the hydroxyl substrate
to be twice that on the other substrates (see Supporting Information-2). Thus, a key factor is the conformation
adopted by the asphaltene molecule during adsorption. Indeed, asphaltene
molecules exhibit two major interaction pathways: they can form polar
interactions with the polar substituents and the polarizable polyaromatic
core.[6] They can also participate in apolar
interactions with the aliphatic side chains. Depending on which of
these predominate, the geometrical conformation of the adsorbed molecules
may vary.
Adsorption Mechanism
We used atomic force spectroscopy
to probe the molecular interactions between the asphaltene molecules
and a functionalized surface. This technique uses a functionalized
spherical probe at the tip of an AFM cantilever. The deflection of
the cantilever is related to the force exerted on the probe by the
substrate through the spring constant, k. This enables
the measurement of interaction forces on the order of pico- to nano-newtons.
Specifically, the process is shown schematically in Figure a. The probe is brought close
to the substrate until it jumps to contact under the action of local
attractive forces. It is pressed on the surface until a user-defined
trigger force, Ftrig, is reached and kept
there for a tunable dwell time tdw. The
probe is then retracted at constant speed until it detaches from the
surface. The deflection measured just prior to detachment gives the
adhesion force Fadh between the probe
and the surface. A typical experiment consists of 210 measurements
of the adhesion force on a grid of 14 by 15 points separated by 4
μm. The resulting force histogram is then converted into a probability
density function of the force measured. When the force measured varied,
we could not identify any topographical structures at the micrometer
scale and attribute the variation in force to stochastic effects such
as the orientation of the probe and the localized grains observed
in Figure . The probe
size and applied force were kept constant for all experiments unless
otherwise stated to obtain comparable force measurements. However,
the contact area between the probe and the surface depends on the
applied force, bead radius, materials considered, and interfacial
tension. To normalize the measurements, the adhesion strength σ
is reported as the force measured per unit contact area as described
by the DMT model.[40] The probes consisted
of spherical polystyrene beads 5 μm in diameter coated with
a gold layer attached at the end of triangular cantilevers of spring
constant 1 < k < 3 nN/nm. They were functionalized
with thiol chemistry with the same functional groups as the QCM and
ellipsometry study (see Supporting Information-2).
Figure 4
Force adhesion spectroscopy—probing orientation and adhesion.
(a) Principle of the adhesion force microscopy technique used. (b)
Left: probability density function of the adhesion strength measured
between an alkane-functionalized probe and asphaltenes adsorbed on
a surface with hydroxyl, alkane, and fluoroalkane termination. Right:
schematic of the measurement performed with the hypothesized orientation
of the asphaltene molecules on hydroxyl and alkane substrates. (c)
Left: probability density function of the adhesion strength measured
between probes functionalized with hydroxyl, alkane, and fluoroalkane
termination and a surface covered with asphaltenes adsorbed on a hydroxyl
substrate after a dwell time of 5 s. Right: schematic of the measurement
performed with functionalized beads on a layer of asphaltenes adsorbed
on a hydroxyl substrate.
Force adhesion spectroscopy—probing orientation and adhesion.
(a) Principle of the adhesion force microscopy technique used. (b)
Left: probability density function of the adhesion strength measured
between an alkane-functionalized probe and asphaltenes adsorbed on
a surface with hydroxyl, alkane, and fluoroalkane termination. Right:
schematic of the measurement performed with the hypothesized orientation
of the asphaltene molecules on hydroxyl and alkane substrates. (c)
Left: probability density function of the adhesion strength measured
between probes functionalized with hydroxyl, alkane, and fluoroalkane
termination and a surface covered with asphaltenes adsorbed on a hydroxyl
substrate after a dwell time of 5 s. Right: schematic of the measurement
performed with functionalized beads on a layer of asphaltenes adsorbed
on a hydroxyl substrate.To investigate the orientation
of the adsorbed asphaltene molecules
on a functionalized substrate, we measure the adhesion strength, σ,
between an alkane-functionalized (C8) probe and a surface covered
with asphaltenes adsorbed on the three functionalizations studied:
hydroxyl, alkane, and fluoroalkane. The substrates were immersed for
48 h in a solution of 50 mg/L of asphaltenes in toluene and then rinsed
with toluene to remove the loosely bound asphaltenes and dried with
a nitrogen gun. The presence of asphaltenes on the surfaces was verified
by measuring the advancing water contact angle which was 100 ±
4° on all substrates. Figure b shows the resulting probability density of the adhesion
force measured with Ftrig = 10 nN and
no dwell time. Two regimes were identified: the asphaltenes adsorbed
on hydroxyl substrates exhibited a large spread of measured forces
and two distinct peaks suggesting a bimodal adhesion mechanism. Conversely,
asphaltenes adsorbed on alkane and fluoroalkane substrates exhibited
a smaller mean adhesion strength with the alkane probe and a single-mode
distribution. This indicates that the interactions between the asphaltenes
and the alkane chains on the probe were of a different nature in these
cases, suggesting a different orientation of the asphaltene molecules
adsorbed on the substrate. Asphaltenes are expected to expose their
aromatic core to polar interfaces, such as the hydroxyl wafer, as
shown by Andrews et al.[41] at the water–air
interface. Similarly, Abraham et al.[42] have
shown that asphaltenes can re-orient themselves after adsorbing on
a solid surface when exposed to polar media (e.g., water). The difference
in behavior of the adhesion strength measured in Figure b is a hallmark of different
orientations for asphaltenes adsorbed on alkane and fluorinated substrates.
These results are consistent with the hypothesis that asphaltenes
adsorb face-on on hydroxyl substrates to maximize the polar–polar
interactions between the substituents in the aromatic center and the
hydroxyl groups, as illustrated in Figure b (right schematic). Conversely, on very
apolar substrates such as alkane and fluoroalkane coatings, the side
chains of the asphaltenes can intercalate in the brush formed by alkane
(or fluoroalkane) functionalization leading to a side-on adsorption
mode.The different modes of adsorption of the asphaltenes on
the substrate
also suggest a difference in the packing density because of the planar
shape of asphaltene molecules. The molecules adsorbed on a hydroxyl
substrate should indeed lead to a higher packing density than the
orthogonal geometry suggested for the other substrates. This explains
the discrepancy observed between the QCM and ellipsometry measurements
where the mass of asphaltenes adsorbed on the hydroxyl substrate appeared
disproportionately large compared to the thickness measured.However, despite apparently similar orientations, differences persist
between the fluorinated and alkane substrates in the long-term adsorption
trends. In Figure a,b, asphaltenes seem to adsorb less on fluorinated substrates. To
explain the remaining difference between alkane and fluoroalkane substrates
in the steady-state adsorption kinetics observed on the QCM and ellipsometry,
the adhesion strength, σ, between a functionalized probe and
a layer of asphaltenes adsorbed on a hydroxyl substrate was measured.
The probes were functionalized with a hydroxyl-terminated mercaptoethanol,
an octanethiol, and a perfluorodecylthiol to mimic the functionalizations
used for the QCM and ellipsometry studies. Figure c (left panel) shows the probability density
function of the adhesion strength, σ, measured at equilibrium,
after a dwell time of 5 s on the surface. The adhesion strength of
the fluoroalkane-functionalized probe with the asphaltene-coated surface
is significantly lower than that for the other two functionalizations.
This suggests a different adsorption mechanism and, possibly, a reversible
adsorption mode on the fluoroalkane substrate consistent with the
fast mass and thickness buildup despite the low adhesion. Moreover,
this possible desorption could explain the partial wetting experienced
by toluene and heptane on the fluorinated substrate after a long time
of adsorption (t > 10,000 s in Figure ). On fluoroalkane, the low
adhesion with
asphaltenes could induce a permanent transient state where asphaltene
molecules are released and spots on the substrate remain uncovered.
Conversely, the adhesion force between the alkane- and hydroxyl-functionalized
probes and the asphaltene layer was significantly larger, indicating
high adhesion energy and suggesting an irreversible adsorption mechanism.
Conclusions
These insights show that although asphaltene
adsorption is prevalent
on all types of surfaces, the mechanism and kinetics strongly depend
on the substrate and the type of interactions it can have with asphaltenes.
This suggests the possibility of tailoring the surface functionalization
to the application. In particular, we showed that the polar interactions
of the substituents and polyaromatic core with hydroxyl-terminated
surfaces lead to a higher packing density than the other substrates.
Separately, the alkane-functionalized surface displays a significant
delay in adsorption kinetics, on the order of 1000 s, which would
make it suitable for protecting analytical devices, such as temperature
or pressure probes, to prevent asphaltene contamination during testing
of the oil. Finally, while fluorinated surfaces exhibit fast monolayer
formation, they also show low binding energy which could enable easier
removal using shear induced by liquid flow.
Authors: A Ballard Andrews; Arthur McClelland; Oona Korkeila; Alexander Demidov; Amber Krummel; Oliver C Mullins; Zhan Chen Journal: Langmuir Date: 2011-04-14 Impact factor: 3.882
Authors: Bruno Schuler; Yunlong Zhang; Sara Collazos; Shadi Fatayer; Gerhard Meyer; Dolores Pérez; Enrique Guitián; Michael R Harper; J Douglas Kushnerick; Diego Peña; Leo Gross Journal: Chem Sci Date: 2016-12-12 Impact factor: 9.825
Authors: Mohsen S Yeganeh; Arben Jusufi; Shane P Deighton; Matthew S Ide; Michael Siskin; Aditya Jaishankar; Charles Maldarelli; Pedro Bertolini; Bharath Natarajan; Jessica L Vreeland; Mark A King; Andrew R Konicek Journal: Sci Adv Date: 2022-02-09 Impact factor: 14.136