Pimchanok Ieamviteevanich1,2, Ehsan Daneshvar1, Ghada Eshaq1,3, Liisa Puro4, Wiyada Mongkolthanaruk5, Supree Pinitsoontorn2,6, Amit Bhatnagar1. 1. Department of Separation Science, LUT School of Engineering Science, LUT University, Sammonkatu 12, FI-50130 Mikkeli, Finland. 2. Materials Science and Nanotechnology Program, Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. 3. Petrochemicals Department, Egyptian Petroleum Research Institute, Nasr City, Cairo 11727, Egypt. 4. Department of Separation Science, LUT School of Engineering Science, LUT University, FI-53850 Lappeenranta, Finland. 5. Department of Microbiology, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. 6. Institute of Nanomaterials Research and Innovation for Energy (IN-RIE), Khon Kaen University, Khon Kaen 40002, Thailand.
Abstract
Engineering and synthesis of novel materials are vital for removing emerging pollutants, such as pharmaceuticals from contaminated water. In this study, a magnetic carbon nanofiber (MCF) fabricated from bacterial cellulose was tested for the adsorption of diclofenac from water. The physical and chemical properties of the synthesized adsorbent were examined by field emission scanning electron microscopy (FESEM), field emission transmission electron microscopy (FETEM), X-ray diffraction (XRD), Brunauer-Emmett-Teller (BET) analysis, energy-dispersive X-ray spectroscopy (EDS), a vibrating sample magnetometer (VSM), Raman spectroscopy, and Fourier transform infrared (FTIR) spectroscopy. The characterization results showed that the MCF is a carbon nanofiber with a three-dimensional interconnect network, forming a porous material (mesopores and macropores) with a specific surface area of 222.3 m2/g. The removal of diclofenac (10 mg/L) by the MCF (0.75 g/L) was efficient (93.2%) and fast (in 20 min). According to the Langmuir isotherm model fitting, the maximum adsorption capacity of the MCF was 43.56 mg/g. Moreover, continuous adsorption of diclofenac onto MCF was investigated in a fixed-bed column, and the maximum adsorption capacity was found to be 67 mg/g. The finding of this research revealed that the MCF could be a promising adsorbent used to remove diclofenac from water, while it can be easily recovered by magnetic separation.
Engineering and synthesis of novel materials are vital for removing emerging pollutants, such as pharmaceuticals from contaminated water. In this study, a magnetic carbon nanofiber (MCF) fabricated from bacterial cellulose was tested for the adsorption of diclofenac from water. The physical and chemical properties of the synthesized adsorbent were examined by field emission scanning electron microscopy (FESEM), field emission transmission electron microscopy (FETEM), X-ray diffraction (XRD), Brunauer-Emmett-Teller (BET) analysis, energy-dispersive X-ray spectroscopy (EDS), a vibrating sample magnetometer (VSM), Raman spectroscopy, and Fourier transform infrared (FTIR) spectroscopy. The characterization results showed that the MCF is a carbon nanofiber with a three-dimensional interconnect network, forming a porous material (mesopores and macropores) with a specific surface area of 222.3 m2/g. The removal of diclofenac (10 mg/L) by the MCF (0.75 g/L) was efficient (93.2%) and fast (in 20 min). According to the Langmuir isotherm model fitting, the maximum adsorption capacity of the MCF was 43.56 mg/g. Moreover, continuous adsorption of diclofenac onto MCF was investigated in a fixed-bed column, and the maximum adsorption capacity was found to be 67 mg/g. The finding of this research revealed that the MCF could be a promising adsorbent used to remove diclofenac from water, while it can be easily recovered by magnetic separation.
Diclofenac is one of the
nonsteroidal anti-inflammatory drugs (NSAIDs)
that is widely used to treat acute and chronic pain in humans and
animals. As arthritis and heart diseases have become more typical
for an aging society, diclofenac usage is expanding. As a result,
the diclofenac market has grown substantially, with its expected revenue
up to $5.64 billion in 2025.[1,2] Consequently, diclofenac
contamination has been observed in several water sources, including
river,[3] groundwater,[4] drinking water,[5] hospital effluents,
and sewage water.[6] Although the diclofenac
contamination is low, it can cause acute toxic effects to many organisms
in water, like mussels, and can lead to chronic toxicological effects
with extended exposure.[2] Moreover, a diclofenac
molecule can transform into a diclofenac ion by sunlight. The ion
reactions with other contaminants in water lead to other forms of
more toxic substances.[2,7] Therefore, diclofenac should not
be released into the environment, especially water resources.Conventional processes used in wastewater treatment are not adequate
to clean up diclofenac from water. The efficiency of these processes
is less than 20%.[8] Thus, alternative methods
have been investigated to remove diclofenac from water, for instance,
biodegradation,[9] biological treatment,[10] ion exchange,[11] nanofiltration
membrane,[12] and adsorption.[13] Among various techniques, adsorption is the
most useful, simple, nontoxic, and cheap method to remove pharmaceutical
contaminants from water.[14,15] Significant parameters
affecting the adsorption capacity are types of adsorbents and their
structures.[16] Carbon-based materials, such
as carbon nanotube,[17] graphene,[18] graphene oxide,[19] and activated carbon (AC),[20] have been
utilized for various contaminant adsorption because of their porous
structure, high surface area, and hydrophobicity.Among these
adsorbents, carbon nanofibers (CNFs) have attracted
considerable attention due to their unique features such as low-cost
synthesis, significant mechanical, electrical, and thermal properties.[21] CNFs have been widely used in many applications,
e.g., as an electrocatalyst for hydrogen and oxygen evolution reactions,[22,23] oxygen reduction reaction,[24] supercapacitors,[25] and drug delivery.[26] Additionally, they are widely used as safe and environmental-friendly
adsorbents for the removal of dyes,[27] oil,[28] and volatile organic compounds (VOCs).[29] Nevertheless, the carbon-based adsorbent in
their intrinsic form are powders, making them difficult to recover,
separate, and regenerate after wastewater treatment.[30,31]On the other hand, magnetic adsorbents have recently gained
a lot
of attention for treating contaminated water due to their ease of
recovery and separation by applying an external magnetic field.[30,32] Afterward, they can be subjected to regeneration for subsequent
reuses. These magnetic adsorbents such as oak powder/Fe3O4,[33] organodisulfide polymer
(PTMT)/Fe3O4,[34] and
lignin/Fe3O4[35] were
used for the adsorption of heavy metals and dyes from contaminated
water. Furthermore, the magnetic adsorbents were studied for the removal
of pharmaceuticals in water, including the use of an amine/Fe3O4/AC nanocomposite for removing ciprofloxacin
and norfloxacin,[36] Fe3O4/polyacylonnitrile (PAN) for tetracycline adsorption,[37] and chitosan/ Fe3O4 and
Fe3O4/AC composites for treating diclofenac.[30]In this work, we fabricated a diclofenac
adsorbent by combining
the synergistic advantages of carbon-based materials and the ease
of recovery by magnetic separation. We selected bacterial cellulose
(BC) as a carbon source. BC is a natural cellulose produced by the
cultivation of bacteria. Its structure comprises a three-dimensional
(3D) network of a pure cellulose nanofiber with tremendous nanopores
and numerous hydroxyl groups.[38,39] Magnetic nanoparticles
can be impregnated into the BC structure via several methods, adding
magnetic functionality.[40] With proper pyrolysis,
the magnetic BC is transformed into a magnetic carbon fiber (MCF),
with a highly porous structure, a large surface area, extremely low
density, and desired magnetic properties, which was demonstrated for
its ability for oil/water separation.[41] Here, the MCF was studied for its ability as an efficient diclofenac
adsorbent. The interactive effects of adsorbent dosage, initial diclofenac
concentration, and contact time on diclofenac adsorption were analyzed.
Also, the isotherm and kinetic modeling were performed to understand
the adsorption mechanism and the adsorption rate. Moreover, fixed-bed
column adsorption experiments were conducted to mimic the industrial
scale of diclofenac removal from water in a continuous mode.
Results and Discussion
Characterization Results
The morphology
of the adsorbent (MCF powder) is shown in Figure . The MCF sample consists of a three-dimensional
interconnected network of carbon nanofibers. A number of nanopores
can be observed in the SEM image Figure a, leading to a very high surface area of
the MCF. In addition, the uniform distribution of Fe3O4 nanoparticles on the surface of MCF without any obvious aggregation
was confirmed by transmission electron microscopy (TEM) images (Figure b). Moreover, the
chemical composition of the MCF adsorbent was examined by the energy-dispersive
X-ray spectroscopy (EDS) technique equipped with the SEM instrument.
The EDS spectrum showed that carbon (C), oxygen (O), and iron (Fe)
are the dominant elements present on the surface of an MCF adsorbent
with atomic percentages of 63.40, 24.26, and 9.32% and weight percentages
of 38.66, 19.70, and 26.44%, respectively. In addition magnesium (Mg),
aluminum (Al), silicon (Si), calcium (Ca), potassium (K), chloride
(Cl), and sulfur (S) with lower atomic percentages were detected by
EDS. Figure c shows
the weight and atomic percentages of the MCF elemental composition.
Furthermore, based on the inductively coupled plasma mass spectrometry
(ICP-MS) analysis, the iron content in the MCF sample was found as
284.7 mg/g (28.47%, wt %), which was close to EDS results.
Figure 1
(a) SEM image
of MCF, (b) TEM micrographs of MCF, (c) EDS spectrum
of MCF, (d) N2 adsorption–desorption isotherm (inset:
pore size distribution), (e) X-ray diffraction (XRD) pattern of MCF,
(f) Fourier transform infrared (FTIR) spectrum of MCF before and after
diclofenac adsorption, (g) Raman spectrum of MCF, and (h) magnetization
curve of MCF (inset: the photographs of the MCF powders after diclofenac
adsorption were recovered by magnetic bars).
(a) SEM image
of MCF, (b) TEM micrographs of MCF, (c) EDS spectrum
of MCF, (d) N2 adsorption–desorption isotherm (inset:
pore size distribution), (e) X-ray diffraction (XRD) pattern of MCF,
(f) Fourier transform infrared (FTIR) spectrum of MCF before and after
diclofenac adsorption, (g) Raman spectrum of MCF, and (h) magnetization
curve of MCF (inset: the photographs of the MCF powders after diclofenac
adsorption were recovered by magnetic bars).The specific surface area (SBET), total
pore volume (Vp), and pore size distribution
of the MCF were measured by nitrogen adsorption–desorption
analysis (Figure d).
The MCF exhibits a type II N2 adsorption isotherm (multilayer
adsorption) according to the IUPAC classification,[42] with a visible hysteresis loop. The appeared H4 type hysteresis
loop in the adsorption isotherms suggests the presence of micropores
and mesoporous in the MCF structure.[43] It
is worth noting that the isotherms rise remarkably near p/po = 1, suggesting that the MCF samples
contain macropores.[44] The BJH curve revealed
the presence of pores classified into three groups, narrow micropores
with pore size below 2 nm, a wider range of mesopores with the pore
width in the range of 25–50 nm centered at around 50 nm, and
macropores in the range of 50–170 nm centered at around 170
nm. Accordingly, specific surface area SBET, total pore volume (Vp), and average
pore radius (r = Vp/ABET) were measured to be 222.3 m2/g, 0.025 m3/g, and 11.5 Å, respectively. The size
of the diclofenac molecule is 0.458 nm[45,46] and they can
penetrate into the porous structure of an MCF with a high specific
surface area. Therefore, pore-filling could have a highlighted role
in the removal of diclofenac from water by the MCF adsorbent.The crystal structure of the MCF was examined by XRD, and its XRD
pattern is shown in Figure e. Several peaks are observed at 2θ = 30.16, 35.44,
43.28, 53.25, 57.44, and 62.99°. These peaks correspond to the
(220), (311), (400), (442), (511), and (440) diffracted planes of
the Fe3O4 phase (ICDD: 01-075-1610). There is
no other peak related to carbon nanofibers, indicating that the MCF
adsorbent consists of amorphous carbon fibers coated with the crystalline
Fe3O4 nanoparticles.Moreover, Figure f shows the measured
FTIR spectra of the MCF before and after adsorption
of diclofenac. The FTIR spectrum of MCF before adsorption shows several
absorption bands, which are the characteristic bands of the carbon
structure, namely, the C≡C stretching at 2125 cm–1, the allene chain (C=C=C) stretching at 2029 and 1969
cm–1, the carbonyl group (C = O) stretching
at 1766 cm–1, and the alkene chain (C=C)
stretching at 1651 cm–1.[47] In addition, the absorption band at 459 cm–1 is
attributed to the Fe–O bonding from the octahedral side of
Fe3O4 nanoparticles.[48] The FTIR spectrum of MCF after adsorption shows the same characteristic
bands plus additional two bands located at 773 cm–1, assigned to the aromatic C–H bending and aromatic =CH
stretching at 2928 and 2856 cm–1. Both bands are
attributed to the characteristic band of diclofenac.[49] The findings confirm that MCF adsorbed diclofenac molecules,
successfully.The Raman spectrum of MCF (Figure g) exhibits two strong peaks at 1354 cm–1 (D-band) and 1591 cm–1 (G-band)
that are attributed
to the disorder in carbon nanofibers and the in-plane vibration of
C–C bonds in the graphite lattice, respectively.[50] Moreover, the broad peak at 670 cm–1 is assigned to the A1g mode, belonging
to the magnetite nanoparticles.[51]In addition, the magnetic property of MCF was measured using a
vibrating sample magnetometer (VSM) at room temperature. As shown
in Figure h, magnetization
(M) was plotted versus the magnetic field at −30
and 30 kOe. The hysteresis loop was not observed, implying superparamagnetism[40,52,53] of MCF due to the nanosize of
the magnetic particles. The saturation magnetization value of MCF
was 80.0 emu/g, indicating that the adsorbent could be separated from
the liquid phase using an external magnet, as shown in the inset of Figure h.
Batch Adsorption Experiments
Adsorbent
dosage, adsorbate concentration, and contact time are three crucial
variables that influence adsorption performance. To optimize these
parameters, the maximum adsorption capacity and removal efficiency
were evaluated in response to interactive effects of varying MCF dosages
(0.25–0.75 g/L), initial diclofenac concentrations (10–50
mg/L), and contact times (20–120 min). The diclofenac removal
efficiency and the adsorption capacity are represented as the 3D contour
plots, as shown in Figures and 3, respectively. These plots are
very useful to illustrate the interaction between two variables, while
the other factor is fixed.
Figure 2
3D contour plots for the removal efficiency
of diclofenac using
the MCF adsorbent: interactive effects of the contact time and the
adsorbate concentration at fixed adsorbent dosages of 0.25, 0.50,
and 0.75 g/L (a–c), interactive effects of the contact time
and adsorbent dosages at fixed adsorbate concentrations of 10, 30,
and 50 mg/L (d–f), and interactive effects of the adsorbate
concentration and adsorbent dosages at fixed contact times of 20,
70, and 120 min (g–i).
Figure 3
3D contour
plots for the adsorption capacity of diclofenac using
the MCF adsorbent: interactive effects of the contact time and the
adsorbate concentration at fixed adsorbent dosages of 0.25, 0.50,
and 0.75 g/L (a–c), interactive effects of the contact time
and adsorbent dosages at fixed adsorbate concentrations of 10, 30,
and 50 mg/L (d–f), and interactive effects of the adsorbate
concentration and adsorbent dosages at fixed contact times of 20,
70, and 120 min (g–i).
3D contour plots for the removal efficiency
of diclofenac using
the MCF adsorbent: interactive effects of the contact time and the
adsorbate concentration at fixed adsorbent dosages of 0.25, 0.50,
and 0.75 g/L (a–c), interactive effects of the contact time
and adsorbent dosages at fixed adsorbate concentrations of 10, 30,
and 50 mg/L (d–f), and interactive effects of the adsorbate
concentration and adsorbent dosages at fixed contact times of 20,
70, and 120 min (g–i).3D contour
plots for the adsorption capacity of diclofenac using
the MCF adsorbent: interactive effects of the contact time and the
adsorbate concentration at fixed adsorbent dosages of 0.25, 0.50,
and 0.75 g/L (a–c), interactive effects of the contact time
and adsorbent dosages at fixed adsorbate concentrations of 10, 30,
and 50 mg/L (d–f), and interactive effects of the adsorbate
concentration and adsorbent dosages at fixed contact times of 20,
70, and 120 min (g–i).As shown in Figure a–c, the MCF dosage was fixed, and the removal efficiency
was studied as a function of the initial diclofenac concentration
and the contact time. It shows that the removal efficiency decreases
with increasing the initial diclofenac concentration. This finding
is understandable since there is a finite amount of the MCF adsorbent
and the specific proportions of available sites for adsorption. The
increased diclofenac concentration reduces the ratio of the adsorbent’s
surface active sites to the total diclofenac molecules. The excessive
diclofenac molecules cannot interact with the adsorbent and as such,
they are not removed from the solution, and thus, the removal efficiency
is decreased.[54,55] On the other hand, increasing
the contact time leads to higher removal efficiency. The longer contact
time allows more time for the adsorbent sites to react with the diclofenac
molecules. However, when the time is sufficiently long, the removal
efficiency approaches the saturation point, as all of the available
active sites of the MCF fully adsorb the diclofenac molecules.Next, the initial diclofenac concentration was fixed, and the removal
efficiency was plotted as a function of the MCF dosage and the contact
time, as shown in Figure d–f. The general trend is that the removal efficiency
increases with both the MCF dosage and the contact time. Also, there
are more vacant sites for diclofenac adsorption at a higher MCF dosage
and a fixed diclofenac concentration, which enhances the removal efficiency.
For the contact time, the effect is more pronounced for the low initial
diclofenac concentration. When the diclofenac concentration is low,
it needs more time for the diclofenac molecules to diffuse to the
adsorption site. However, at higher concentrations, there are already
a lot of diclofenac molecules in the solution so that they can be
adsorbed by the MCF almost instantly.Figure g–i
shows the removal efficiency for the fixed contact time. The removal
efficiency is positively proportional to the MCF dosage but inversely
proportional to the initial diclofenac concentration. The reason is
straightforward. For the fixed time, increasing the MCF dosage means
more active sites available for diclofenac adsorption and the increased
diffusion pathway for diclofenac molecules.[14] Conversely, the higher initial diclofenac concentration leads to
the lower ratio of the available active sites of MCF to the diclofenac
molecules, which implies that the removal of diclofenac is not efficient.The effect of variables on the adsorption capacity is shown in Figure . For the fixed MCF
dosage, the adsorption capacity increases with both the initial diclofenac
concentration and the contact time (Figure a–c). As the initial diclofenac concentration
increases, the diclofenac molecules have a larger driving force to
overcome the mass transfer resistance at the solid–liquid interface.[56] Thus, they can be adsorbed by the MCF more effectively
and improve the adsorption capacity. On the other hand, increasing
the contact time gives diclofenac molecules more time to interact
with the active sites of the MCF. Nevertheless, the effect of the
contact time is more pronounced only for a low diclofenac concentration
and a low MCF dosage.Figure d–f
shows the variation of adsorption capacity with the MCF dosage and
the contact time for the fixed initial diclofenac concentration. The
longer the time, the more chance for diclofenac molecules to be adsorbed
at the active sites of MCF, and thus the adsorption capacity increases
with time. However, the adsorption capacity decreases when the MCF
dosage is increased. This is understood from the definition of the
adsorption capacity in eq . As the MCF dosage increases, the denominator in the equation also
increases, resulting in the reduced qt. Lastly, the adsorption
capacity was studied for the fixed contact time, as shown in Figure g–i. The adsorption
capacity increases with increasing initial diclofenac concentration
but slightly decreases with increasing MCF dosage. The reasons are
the changes, which are already discussed.In addition to the
interactive effects of the abovementioned variables,
the initial pH of the solution is another important factor that affects
the efficiency of adsorption. It does not only affect the surface
charge of an adsorbent but also influences the degree of ionization
and the charge state of an adsorbate.[57,58] In this regard,
the effect of the initial solution pH on the removal efficiency and
the adsorption capacity of MCF adsorbent toward diclofenac was investigated. Figure a shows the adsorption
performance of MCF under a wide range of initial solution pH, viz.,
4, 5, 6, 7, 8, and 9. The results showed that the removal efficiency
increased from 77.61 ± 3.93 to 83.88 ± 0.91% as well as
adsorption capacity increased from 12.43 ± 0.63 to 18.10 ±
0.20 mg/g as the initial solution pH increased from 4 to 5. The adsorption
capacity was almost constant at an initial solution pH of 5, 6, and
7. Adsorption capacity and removal efficiency were found to decrease
at pH > 7. Since the maximum adsorption capacity was observed at
an
initial solution pH of 5, 6, and 7, further batch (kinetic and isotherm)
and continuous column experiments were conducted without pH adjustment
at the initial solution pH of 6.41.
Figure 4
(a) Effect of the initial solution pH
on the removal efficiency
and the adsorption capacity and (b) plot of point of zero charge (pHpzc) of MCF.
(a) Effect of the initial solution pH
on the removal efficiency
and the adsorption capacity and (b) plot of point of zero charge (pHpzc) of MCF.Overall, the batch adsorption
experiments show that the highest
removal efficiency of 98.3 ± 7.7% found for an MCF dosage of
0.75 g/L, and the initial diclofenac concentration of 10 mg/L, for
the contact time of 120 min, whereas the maximum adsorption capacity
of 48.8 ± 14.8 mg/g was observed for 0.25 g/L MCF dosage, 50
mg/L initial diclofenac concentration, and 120 min contact time. A
comparison of diclofenac removal with other adsorbents is summarized
in Table . The maximum
adsorption capacity of MCF is significantly higher than some adsorbents
(e.g., polypyrrole/MWCNTs and MWCNTs modified by nitric acid), and
comparable to others, such as magnetic-activated carbon and porous
graphene, but it is still much lower than some adsorbents (magnetic
chitosan multilayer, chitosan/Fe3O4, and sycamore
ball-activated carbon). However, the most advantage of using the MCF
adsorbent in this work is the fast adsorption. The time to reach the
equilibrium level of MCF is only 30 min (based on kinetic experiment
data), the lowest in Table . The other diclofenac adsorbents need a longer time (up to
300 min). In previous studies, fast adsorption kinetics has been considered
an important property of a good adsorbent.[59] It is emphasized that the time taken for adsorption equilibrium
to be established should be as short as possible so that it can be
used to remove contaminants in a faster time.[59]
Table 1
Comparison of the Diclofenac Adsorption
Properties for Various Adsorbents
experimental
conditions
adsorbent
solution
pH
initial diclofenac concentration (mg/L)
adsorbent dosage (g/L)
maximum adsorption
capacity (mg/g)
equilibrium time (min)
refs
magnetic chitosan multilayer
6.5
600
0.5
434.8
300
(60)
porous graphene
7.5
100
0.25
76
60
(18)
magnetic-activated carbon
7.5
4.16
0.35
63.7
60
(30)
chitosan/Fe3O4
6
100
0.50
103
200
(54)
sycamore ball-activated carbon
original
50
0.20
178.9
100
(14)
polypyrrole/ MWCNTs
6
100
5
19.7
45
(55)
MWCNTs modified by nitric acid
50
5.40
8.6
60
(17)
magnetic carbon fiber (MCF)
6.41
50
0.50
45.7
30
this work
Adsorption Isotherm
Isotherm experiments
were performed to explain the adsorption behavior between an adsorbate
and an adsorbent at equilibrium time. Figure a shows the correlation between the equilibrium
diclofenac concentration (Ce) and the
adsorption capacity (qe) at equilibrium
time. The experimental results are fitted with different isotherm
models: Langmuir, Freundlich, and Sips, as explained in Section . The fitting
parameters are summarized in Table . All models appear to fit the experimental results
pretty well. For example, the maximum adsorption capacity (qm) from the experiment was found to be 45.8
mg/g, which is very close to the predicted value from the Langmuir
model (qm = 43.6 mg/g). Nevertheless,
the best fit belongs to the Sips model (R2 = 0.986). It implies that the diclofenac adsorption on the MCF surface
is multilayer adsorption for a low diclofenac concentration. This
agrees well with the nitrogen adsorption–desorption analysis
(Figure d), in which
the MCF exhibits a type II N2 adsorption isotherm for multilayer
adsorption.[42] However, when the diclofenac
concentration is high, the monolayer adsorption is the major mechanism,
according to the Sips model.
Figure 5
(a) Adsorption isotherm plots for the adsorption
of diclofenac
onto the MCF adsorbent, fitted to the Langmuir, Freundlich, and Sips
models; (b) adsorption kinetic plots for the adsorption of diclofenac
onto MCF, fitted with the pseudo-first-order rate constant (PFORE)
and pseudo-second-order rate constant (PSORE) models; and (c) resistance
to intraparticle diffusion equation (RIDE) within the contact time
of 180 min (initial diclofenac concentration: 50 mg/L, MFC amount:
0.5 g/L, pH: 6.41, and T: 22 °C).
Table 2
Parameters of Isotherm and Kinetic
Models for Diclofenac Adsorption onto MCF (MFC Amount: 0.50 g/L, pH:
6.41, and T: 22 °C, Contact Time: 180 min (for
Isotherm Studies) and Diclofenac Concentration: 50 mg/L (for Kinetic
Studies))
isotherm models
Langmuir
qm (mg/g)
KL (L/mg)
R2
RMSE
SSE
43.56
0.37
0.961
3.41
69.81
Freundlich
KF ((mg/g)(L/mg)1/n)
n
R2
RMSE
SSE
17.63
4.22
0.978
2.58
39.97
Sips
Ks (L/g)
βs
as (L/mg)
R2
RMSE
SSE
22.36
0.43
0.33
0.986
2.22
24.76
(a) Adsorption isotherm plots for the adsorption
of diclofenac
onto the MCF adsorbent, fitted to the Langmuir, Freundlich, and Sips
models; (b) adsorption kinetic plots for the adsorption of diclofenac
onto MCF, fitted with the pseudo-first-order rate constant (PFORE)
and pseudo-second-order rate constant (PSORE) models; and (c) resistance
to intraparticle diffusion equation (RIDE) within the contact time
of 180 min (initial diclofenac concentration: 50 mg/L, MFC amount:
0.5 g/L, pH: 6.41, and T: 22 °C).
Adsorption Kinetics
Figure b,c shows
the kinetic modeling
plots of diclofenac onto the MCF. The MCF dosage and the initial diclofenac
concentration were kept constant as 0.50 g/L and 50 mg/L, respectively.
The adsorption capacity increases continuously with time up to about
30 min where the adsorption equilibrium is reached (Figure b), and the adsorption capacity
is around 40 mg/g. The experimental data were fitted with the pseudo-first-order
and pseudo-second-order models. The pseudo-first-order model represents
the adsorption by diffusion of the adsorbate through a boundary (physical
adsorption). The pseudo-second-order model describes the adsorption
through a strong interaction force between the adsorbate and the adsorbent
via chemical linkages. The adjusted kinetic parameters are summarized
in Table . The best
fit, determined from the R2 and root-mean-square
error (RMSE), is the pseudo-second-order model, indicating that the
diclofenac adsorption on the MCF surfaces favors the chemisorption
process.Moreover, to study the mass transfer resistance at
the boundary layer, which is crucial for the adsorption mechanism,
the intraparticle diffusion model was applied by plotting the adsorption
capacity versus the square root of time (t0.5) (Figure c). The
fitting parameters based on eq are tabulated in Table . The value of C corresponds to the
thickness of the boundary layer. If the C value is
equal to zero, the linear line is passed through the origin, suggesting
that there is no boundary layer. In this case, intraparticle diffusion
is considered the only rate-controlling step. As shown in (Figure c) and Table , the R2 value of the Weber and Morris intraparticle diffusion model
was low and the regression line does not pass through the origin.
Instead, two different segments of the curve could be related to the
driving of adsorption diffusion by both the film and intraparticle
diffusion.[61]
Continuous
Fixed-Bed Adsorption
Fixed-bed
column experiments were studied to mimic the industrial scale of diclofenac
adsorption onto an MCF in a continuous system. For this purpose, the
performance of the column was evaluated at different concentrations
of diclofenac (10 and 30 mg/L), while the other variables were kept
constant. Figure shows
the effect of diclofenac concentrations on breakthrough curves. It
can be seen that increasing the diclofenac concentration from 10 to
30 mg/L leads to the decrease of the exhaustion time from 400 to ca.
300 min. At a lower diclofenac concentration, a longer time is required
for the full saturation of the adsorbent due to the slower transport
of lesser adsorbate molecules.[62] Consequently,
the breakthrough curve was extended near the saturation zone at a
lower concentration. From a technical point of view, the gentle slope
of 10 mg/L is less favorable than the steeper slope of 30 mg/L due
to a wider mass transfer zone.[63]Table represents the parameters
of columns operated under different diclofenac concentrations. With
increasing the initial diclofenac concentration, the values of qt and qbed were increased from 1.08 to 1.34 mg and
from 54 to 67 mg/g, respectively. Better column performance toward
the maximum adsorption capacity at a higher diclofenac concentration
could be due to a larger concentration gradient between the adsorbate
and the adsorbent, which creates a greater mass transfer driving force.[64] The similar pattern of increasing column adsorption
capacity (from 3.44 to 7.12 mg/g) in response to increasing adsorbate
concentrations (from 1 to 5 mg/L) has been reported by Feizi, Sarmah,
and Rangsivek.[65] Also, a decrease in the
treated effluent (from 332 to 200 mL) and an increase in the total
removal efficiency of the column (from 32.7 to 22.5%) were observed
by increasing the diclofenac concentration, which could be related
to a faster saturation of the MCF at a higher adsorbate concentration.
Figure 6
Effect
of adsorbate concentrations (10 and 30 mg/L) on breakthrough
curves of diclofenac adsorption onto MFC (flow rate: 0.54–0.56
mL/min and MFC amount: 20 mg, pH: 6.41, and T: 22
°C).
Table 3
Fixed-Bed Parameters
for Diclofenac
Adsorption onto MCF (Flow Rate: 0.54–0.56 mL/min and MFC Amount:
20 mg, pH: 6.41, and T: 22 °C)
C0 (mg/L)
Ma (mg)
Vtotal (mL)
ttotal (min)
Q (mL/min)
qtotal (mg)
qbed (mg/g)
mtotal (mg)
Y (%)
Veff (mL)
Ceq (mg/L)
9.96
20
332
569
0.58
1.08
54
3.31
32.66
332
6.71
29.78
20
200
372
0.54
1.34
67
5.96
22.50
200
23.08
Effect
of adsorbate concentrations (10 and 30 mg/L) on breakthrough
curves of diclofenac adsorption onto MFC (flow rate: 0.54–0.56
mL/min and MFC amount: 20 mg, pH: 6.41, and T: 22
°C).
Adsorption
Mechanism
Understanding
the adsorption mechanism is important for identifying the fundamentals
of adsorption and evaluating the commercial applicability of an adsorbent.[66] In this regard, the physicochemical properties
and structural features of the adsorbent and the adsorbate have critical
roles in the adsorption mechanism.[67] Accordingly,
the results obtained from the SEM, Brunauer–Emmett–Teller
(BET) analysis, FTIR analysis, pH of point of zero charge (pHpzc), and pKa values were applied
to describe the possible mechanisms of diclofenac adsorption onto
the MCF adsorbent. Figure shows pore-filling, complexation, and electrostatic, hydrophobic,
and π–π interactions as the possible mechanisms
in this study. The SEM image (Figure a) and BET analysis (Figure d) revealed that MCF is a porous material
with a high surface area. Nanofibers with a three-dimensional structure
of the MCF provide excellent physical adsorption sites for diclofenac
molecules. As shown in Figure b, the experimental adsorption capacity was 19.58 mg/g after
30 s, which was almost half of the maximum adsorption capacity (43.42
mg/g) after 180 min. The high adsorption amount of diclofenac onto
the MCF at the beginning of the process can be attributed to the fast
occupation of empty pores of the adsorbent.
Figure 7
Proposed adsorption mechanism
for diclofenac onto MCF.
Proposed adsorption mechanism
for diclofenac onto MCF.Electrostatic interaction
could also describe the adsorption mechanism
according to the pKa value of the adsorbate,
pHpzc of the adsorbent, and pH of the experiment. The value
of pHpzc of the MCF adsorbent was measured as 10.22 (Figure b). The surface charge
of the MCF is negative at pH higher than pHzpc and it is
positive at pH lower than pHzpc. On the other hand, the
charge state of adsorbate molecules is defined according to their
pKa values. The pKa value of diclofenac is 4.15. At pH above pKa, diclofenac molecules are negatively charged because
of the dissociation of the molecules into carboxylate anions.[43] Here, the experiments were conducted at an initial
solution pH of 6.41. At this pH, diclofenac molecules exist in an
anionic form due to the deprotonation of −COOH groups in their
chemical structure. In contrast, the surface of the MCF is positively
charged at the same pH, which can attract the negatively charged species
of diclofenac. Therefore, strong electrostatic attraction between
the adsorbent and the adsorbate is a highly possible mechanism.Hydrophobic and π–π interactions could be the
other mechanisms involved in diclofenac adsorption onto MCF. Hydrophobicity
refers to the tendency of a substance for the minimum contact with
water molecules due to its nonpolar properties. Hydrophobicity is
determined by the octanol/water partition coefficient (log Kow). Diclofenac sodium with a high value of
log Kow (3.91) is considered a
hydrophobic compound.[68] It implies that
diclofenac molecules have a lower affinity with the aqueous phase
and so would better adsorb onto MCF pores. On the other hand, the
water contact angle of the pristine carbon fiber and MCF were measured
as 98.6 and 107°, respectively (data not shown). The findings
showed that the synthesized carbon fibers are hydrophobic (water contact
angle ≥ 90°), and coating of the carbon fiber with magnetic
nanoparticles slightly increased the hydrophobicity of MCF. In addition,
the low ratio of O/C (0.38) evaluated by EDS analysis showed less
hydrophilicity and more aromaticity of MCF. Therefore, hydrophobic
interaction between diclofenac and MCF is another possible adsorption
mechanism. In addition to hydrophobic interaction, the adsorption
can occur through π–π electron donor–acceptor
interactions between the aromatic rings (C=C bonds) of the
MCF (Figure f) and
the aromatic rings present in the diclofenac molecule.[69]Complexation between distributed magnetic
iron nanoparticles on
the surface of the MCF and carboxylic acid groups of diclofenac molecules
could also participate in drug removal from water. Zhao, Liu, and
Qin reported that bidentate chelates and bridging type could be two
possible complexes between iron-containing nanofibers and diclofenac.[70]
Conclusions
Bacterial
cellulose was used for fabricating a new magnetic carbon
nanofiber by the facile coprecipitation method. Field emission scanning
electron microscopy (FESEM), EDS, FTIR, XRD, and BET were employed
for the characterization of the synthesized material. SEM images showed
that the surface of carbon nanofibers is uniformly coated with Fe3O4 nanoparticles, which was furthermore confirmed
by EDS analysis. Using bacterial cellulose with an aerogel structure
as a precursor led to a porous structure of the synthesized MCF with
a high surface area (222.3 m2/g). The distribution of mesopores
and micropores on the surface of MCF was confirmed by BET analysis
and SEM images. FTIR analysis revealed that the MCF consists of aliphatic,
aromatic, and conjugated carbon doped with magnetic nanoparticles.
In adsorption studies, it was observed that the interactive effects
of MCF dosages, diclofenac concentrations, and contact times affect
the removal efficiency and adsorption capacity, significantly. The
Sips model was the most suitable isotherm model to describe diclofenac
adsorption onto the MCF that implies multilayer adsorption of the
adsorbate onto the adsorbent at a low diclofenac concentration. Well-fitting
of experimental data to the pseudo-second-order kinetic model showed
the chemisorption nature of diclofenac adsorption by MCF. The parameters
of the fixed-bed column study revealed that the faster column saturation
and the higher maximum adsorption capacity of the column occur at
a higher diclofenac concentration.
Materials
and Methods
Chemicals and Bacterial Strain
Bacterial
strain (Komagataeibacter nataicola,
TISTR 975) was purchased from the Thailand Institute of Scientific
and Technological Research. Anhydrous d-glucose, 99% (CAS
no. 50-99-7), and yeast extract powder, ≥95 (CAS no. 8013-01-2),
were purchased from Thermo Scientific and HiMedia, respectively. Ferric
chloride hexahydrate, 99% (CAS no. 10025-77-1), ferrous chloride tetrahydrate,
≥99% (CAS no. 13478-10-9), and sodium hydroxide, 99% (CAS no.
1310-73-2), were purchased from QRëC, Merck, and RCI Labscan,
respectively. The pharmaceutical used in this work was diclofenac
sodium salt, ≥99% (CAS no. 15307-79-6), purchased from Sigma-Aldrich.
All of the chemicals were of analytical grade and were used without
further purification.
Preparation of BC Aerogels
The BC
hydrogel was fabricated from the cultivation of bacteria in a culture
medium consisting of anhydrous d-glucose (100 g) and a yeast
extract powder (10 g) in deionized water (1 L). The cultivation was
controlled under a static condition at 30 °C for 14 days. The
BC pellicle was then collected and purified in boiling water twice
(for 1 h each time). After that, it was soaked in a NaOH solution
(0.5 M) for 15 min. Afterward, it was further soaked in a NaOH solution
(1.25 M) for 24 h to remove any impurities or contaminants. Finally,
the BC was thoroughly washed with water until pH neutral to remove
the remnant NaOH. The purified BC hydrogel was converted to the BC
aerogel by freeze-drying and stored at room temperature prior to further
use.
Synthesis of Magnetic BC Aerogels and MCF
Aerogels
The magnetic BC was prepared by immersing 3.5 g
of a freeze-dried BC aerogel into a mixed solution containing 12.5
mmol FeCl3·6H2O (1.35 g) and 7.5 mmol FeCl2·4H2O (0.485 g) in 400 mL of deionized water.
After 20 min, the white color of the BC pellicle changed to yellow.
Then, the solution with the immersed BC was heated to 70 °C and
kept at this temperature for 1 h to promote the homogeneous distribution
of iron ions. Subsequently, the BC pellicle was transferred to another
beaker containing the NaOH solution (100 mM) preheated at 70 °C
for the coprecipitation process of iron oxide magnetic nanoparticles.
The color of the BC changed rapidly from yellow to black, indicating
the formation of magnetic nanoparticles in the BC structure. The magnetic
BC was cleansed using deionized water until the pH was neutral. Following
the previous step, the freeze-drying technique was applied to synthesize
magnetic BC aerogels.The magnetic BC aerogel was converted
into a magnetic carbon fiber (MCF) aerogel through pyrolysis. The
sample was placed in a tubular furnace and pyrolyzed with two-step
heating in an argon atmosphere. The furnace was first heated to 500
°C (2 °C/min) and kept at this temperature for 1 h. The
temperature was further increased to 700 °C (5 °C/min) and
held for 2 h. The system was cooled to room temperature under an argon
atmosphere. Finally, the obtained MCF aerogel pellicle was powdered
using a blender before applying in adsorption experiments.
Characterization of an Adsorbent
The adsorbent (MCF
powder) was subjected to several characterization
techniques. The surface morphology was studied using a field emission
scanning electron microscope (FESEM) (JSM-7900F, JEOL). The distribution
of iron particles in the MCF was performed using a field emission
transmission electron microscope (FETEM) (TALOS F200X, Thermo Scientific).
The magnetization of the material was studied using a vibrating sample
magnetometer (VSM) (VersaLab instrument, Quantum Design). The chemical
composition was analyzed by energy-dispersive X-ray spectroscopy (EDS)
equipped with the FESEM, while the functional groups were investigated
using Fourier transform infrared (FTIR) spectroscopy (Frontier, Perkin
Elmer). X-ray diffraction (XRD) (D8 Advance, Bruker) was used to collect
information on the phase and the crystalline structure. The pore size
and the surface area were measured using a surface area and porosity
analyzer (Tristar II Plus, Micromeritics). Raman spectra were measured
on a Thermo Scientific DXR3xi Raman Imaging Microscope (DXR3xi, Thermo
Scientific) using a laser wavelength of 532 nm at a power of 5 mW
and an objective microscope lens of 20×. In addition, the pH
at the point of zero charge (pHpzc) was calculated to determine
the property of the net charge of the MCF particle. For this purpose,
a 0.05 M sodium chloride solution (NaCl) was prepared. After adjusting
the initial pH from 2–11, 10 mL of the NaCl solution was added
into 12 mL glass tubes containing 10 mg of the MCF. The final pH was
recorded after 48 h agitation time, and pHpzc was calculated
by plotting the final pH against the initial pH.
Adsorption Studies
Batch Experiments
Batch adsorption
experiments were investigated to reveal the interactive effects of
three levels of three variables including MCF dosages (0.25, 0.50,
and 0.75 g/L), initial diclofenac concentrations (10, 30, and 50 mg/L),
and contact times (20, 70, and 120 min) on the removal efficiency
and adsorption capacity. These experiments were conducted in a 12
mL glass tube containing a known amount of the adsorbent dosage and
a certain volume of the adsorbate. The initial pH (without adjustment)
and the desired initial concentration of the adsorbate solution were
recorded before adding to the adsorbent. After mixing a diclofenac
solution and the MCF powder, the mixture was shaken at a constant
temperature (approximately 22 °C) (agitation speed 150 rpm) using
an incubator shaker (KS 4000 I control, IKA). Immediately after the
determined time, the adsorbent was filtered out using a syringe filter
equipped with a 0.45 μm membrane. The concentration of diclofenac
in the filtrate was measured using an ultraviolet–visible (UV–vis)
spectrophotometer (Cary 5000 UV–vis–NIR, Agilent Technologies)
at a wavelength of 276 nm. All experiments were conducted in duplicate
and average values were reported. Consequently, the diclofenac removal
efficiency (%) and the diclofenac adsorption capacity of the MCF adsorbent
were calculated from eqs and 2(8,14,15)where C0 is the
initial concentration of diclofenac (mg/L), Ce is the diclofenac concentration at equilibrium (mg/L), C is the concentration of diclofenac (mg/L)
at sampling time, q is the diclofenac
adsorption capacity (mg/g) at sampling time, m is
the mass of MCF (g), and V is the volume of the diclofenac
solution (L).
Effect of Solution pH
The effect
of the initial solution pH on the adsorption capacity was measured
under six different pH values, viz., 4, 5, 6, 7, 8, and 9. For this
purpose, the initial pH of a 10 mg/L diclofenac solution was adjusted
to the desired values using 0.1 M NaOH and 0.1 M HCl solutions. Then,
10 mL of a diclofenac solution was added into 12 mL glass tubes containing
5 mg of the MCF powder. The samples were agitated at 150 rpm for 3
h at room temperature (around 22 °C). After that, the final concentration
of the diclofenac solution was analyzed using a UV–vis spectrophotometer.
Experiments were conducted in duplicate and mean values together with
standard deviation (SD) are reported.
Adsorption
Isotherm Studies
After
the optimization test, isotherm experiments were performed with different
initial diclofenac concentrations (1–50 mg/L) at a constant
contact time (180 min) and MCF dosage (0.50 g/L). Langmuir (eq ) and Freundlich (eq ) as two-parameter isotherm
models and Sips (eq ) as a three-parameter isotherm model were applied to describe the
adsorption mechanism of diclofenac onto MCF powders using the following
equationswhere qm is the
maximum adsorption capacity (mg/g), KL is the Langmuir isotherm constant (dm3/mg), KF is the Freundlich isotherm constant ((mg/g)(L/mg)1/), 1/n is the adsorption
intensity, Ks is the Sips isotherm constant
(L/g), as is the Sips isotherm constant
(L/mg), and βs is the Sips isotherm exponent.
Adsorption Kinetic Studies
The
adsorption kinetics reveals the mechanism of the adsorbate uptake
into the adsorbent, optimum condition, and the possible rate-controlling
step.[71,72] In this work, a kinetic study was conducted
at different interval times (0.5–180 min), while the amount
of the MCF dosage (0.50 g/L) and initial diclofenac concentrations
(50 mg/L) were kept constant. The pseudo-first-order rate equation
(PFORE)[73] (eq ), the pseudo-second-order rate equation (PSORE)[74] (eq ), and the resistance to intraparticle diffusion equation (RIDE)[75] (eq ) kinetic models based on the following equations were used to fit
experimental data[76]where q is the adsorption
capacity at time (mg/g), qe is the adsorption
capacity at equilibrium (mg/g), k1 is
the pseudo-first-order rate constant (1/min), t is
contact time (min), k2 is
the pseudo-second-order rate constant (g/(mg·min)), Kid is the intraparticle diffusion rate constant (mg/(g·min1/2)), and C is a constant related to the
boundary layer thickness (mg/g).
Fixed-Bed
Column Adsorption
The column
experiments were designed to simulate the industrial water treatment
process. Column studies were actuated with the Omnifit EZ chromatography
column (100 mm height with a 6.6 mm inner diameter). Continuous adsorption
mode experiments were carried out at different initial diclofenac
concentrations (10 and 30 mg/L) and a constant flow rate of 0.5 mL/min
and an adsorbent amount of 20 mg. The diclofenac solution was pumped
through the column from top to bottom with a peristaltic pump. The
diclofenac solution that passes through the column was collected at
certain time intervals, and the residual concentration of diclofenac
was measured by a UV–vis spectrophotometer. Several parameters
can be evaluated from the column study as expressed in the equations
shown belowwhere qtotal is
the total adsorbed quantity (mg), Q is the flow rate
(mL/min), ttotal is the total time of
operation (min), Cads is the adsorbed
diclofenac concentration on the adsorbent (mg/L), qbed is the maximum adsorption capacity of the column (mg/g), M is the weight of the adsorbent in the column, mtotal is the total amount of the adsorbate delivered
to the column system (mg), C0 is the initial
diclofenac concentration (mg/L), Y is the total removal
efficiency of the column (%), Veff is
the passed volume of the effluent through the column (mL), and Ceq is the concentration of diclofenac in the
effluent.
Authors: Billie Yan Zhang Hiew; Lai Yee Lee; Kar Chiew Lai; Suyin Gan; Suchithra Thangalazhy-Gopakumar; Guan-Ting Pan; Thomas Chung-Kuang Yang Journal: Environ Res Date: 2018-09-26 Impact factor: 6.498