Abstract

The aim of this study is based on natural clay as an adsorbent in the elimination of polyphenols from olive mill wastewater (OMW). This clay was analyzed using XRD, SEM/EDX, FTIR, surface area measurement (BET method), thermal analysis (TGA/DTA), and X-ray fluorescence (XRF) and then used in adsorption experiments. The results reveal that the best quantity of adsorption of polyphenols is 161 mg/g at the temperature of 25°C, but they decrease at 35°C and 45°C. A great agreement with pseudo-second-order and Freundlich model is represented by kinetic and isotherms models, and several parameters such as ΔG0, ΔS0, and ΔH0 were determined using the thermodynamic function relationship.

1. Introduction

The olive mill wastewaters (OMWs) from two-phase extraction systems are deemed to be one of the main environmental problems in region Fes-Meknes, Morocco (Figure 1), due to presence of toxic elements such as polyphenols. In 2016, Morocco generated 4000 to 5000 tonnes of OMW diverse in the rivers [1] because we used greater quantities of water which generate large volumes of the latter [2].

OMW is an environmental threat, and it became a problem that needs to be solved by the olive industry [3]. The composition of OMW may vary significantly depending on several factors: climate conditions, olive storage period, extraction process, and period of production [4].

Many physicochemical and biological techniques have been developed to treat OMW. These methods include coagulation/flocculation [5, 6], oxidation, ozonation [7], and membrane filtration [3, 7, 8]. Despite the availability of the processes above, the adsorption method is most extensively employed for treatments of the OMW.

For instance, Curi and Velioglu [9] and Azzam [10] utilized activated charcoal and natural clay for adsorption of hydroxytyrosol and other phenolic mixes from OMW.

The goal of this research is the elimination of OMW polyphenols onto a low-cost clay called ghassoul and the characterization of this material. For this purpose, the quantity of polyphenols retained has been determined at the equilibrium. The isotherms to Langmuir and Freundlich models have been described. Moreover, the kinetic of adsorption has been analyzed uses pseudo-first-order (PFO), pseudo-second-order (PSO), and Weber–Morris intraparticle diffusion (IPD) models.

2. Materials and Methods

2.1. Material

The material used is the commercial clay labelled “Ghassoul Chorafa Al Akhdar” without any further treatment, native from a site called “Ksabi” in the Province of Missour, East of Middle Atlas (Fez-Morocco). The particles of size <63 nm are crushed and dried during 24 hours at 80°C in the steam room. The prepared product was called Gh-B, referring to unprocessed ghassoul.

2.2. Olive Mill Wastewater and Pretreatment

The origin olive from Taza (Morocco) and the OMW was obtained from a two-phase discontinuous extraction factory in the Fes-Meknes region (Morocco) on 20 November 2018. The gathered OMW was kept in separate plastic containers until use and then treated under nitrogen stream to remove dissolved oxygen to protect polyphenols. The sample obtained was then filtered and conserved to prepare a stock solution for kinetic study.

2.3. Physical, Chemical, and Mineralogical Characterisation

The Gh-B was characterized by physicochemical techniques (XRD, FTIR, BET, DTA/TGA, SEM, EDX, and XRF).

For X-ray diffraction analysis, the Philips PW 1800 instrument has been utilized. The quickening voltage was 40 kV, the current was 20 mA, and the copper Kα radiation was λ = 1.5418 Å. The spectra of the different samples were registered in an interval of 2θ (5°–70°) with an accurate addition of 0.04°.

FTIR investigation was directed by using Fourier Transform Infrared Spectrometer (JASCO 4000), out fitted in with a detector (TGS) and a ceramic source isolated by an optical framework utilizing an interferometer of Michelson. FTIR spectra are extended somewhere in the range of 4.000 and 400 cm−1.

The Micromeritics ASAP 2010 Gas Sorption System was used to measure the surface area, and both methods of BET and BJH were utilized for determination of the specific surface and the pore size.

Thermogravimetric (TGA-DTA) investigation was completed by using Shimadzu TA-60 type contraption, working under air with a direct warming rate of 10°C·min−1 from surrounding temperature to 600°C.

The technique of SEM-EDX was utilized to determine the morphology and elemental composition of the Gh-B.

The Gh-B dried at 105°C was analyzed by using X-ray fluorescence Philips PW 1666 type to determine the chemical composition, such as P2O5, Al2O3, MgO, Fe2O3, BaO, and SiO2.

2.4. Kinetic of Adsorption of Polyphenols from OMW onto Gh-B

Adsorption tests were done in black bottles to avoid the degradation of polyphenols. 50 mg of Gh-B with 50 mL of OMW was diluted in water (starting focus C0 = 30 mg·L−1). The blends were waved at temperatures of 25°C, 35°C, and 45°C during different times (20 min to 180 min). After each time, the blend is segregated by centrifugation at 3400 rpm for 8 min, and the supernatant was examined for determination of total polyphenols utilizing the Folin–Ciocalteu [11] technique and analyzed by UV-Vis spectroscopy. The absorbance at the wavelength of 760 nm was determined to calculate the leftover concentration of polyphenols (Ce, g·L−1), and amount of polyphenols adsorbed at equilibrium time (qe, in mg·g−1) was calculated utilizing the following equation [12]:where C0 is the initial concentration of polyphenols, Ce is the leftover concentration of polyphenols which are expressed by g·L−1, m (mg) is the lump of Gh-B, and V (mL) is the volume of OMW diluted.

The adsorption isotherms were done under identical conditions from those of the adsorption kinetic utilizing a larger concentration from 0 to 58 mg·L−1 of polyphenols. The solutions were mixed for 3 hours until the equilibrium time was attained and then centrifuged. The determination of residual concentrations and the adsorbed amounts was done using (1).

2.5. Theoretical Background

We present in this part the expressions utilized to represent the kinetic and isotherms of the examined models.

2.6. Modelling of Kinetic Studies
2.6.1. Kinetic of PFO

The kinetic model Lagergren [13] of pseudo-first-order (PFO) is represented by the following equation:where qt is the capacity adsorbed at time t; qe is the capacity adsorbed at balanced, which are expressed by mg·g−1; and K1 (min−1) is the speed constant of PFO. K1 and qe can be determined by plotting versus the time t.

2.6.2. Kinetic of PSO

The expression of the pseudo-second-order (PSO) model [13, 14] is represented by the following equation:where K2 (g·mg−1·min−1) is the speed constant for the PSO and qe is the quantity of polyphenols adsorbed at the balanced (mg·g−1). The slope and the y-intercept are utilized to calculate K2 of PSO and qe.

2.6.3. Model of IPD

The determination of intraparticle diffusion models is done using equation (4) (Weber–Morris equation) [14, 15]. This model is used to determine the limiting step in the adsorption mechanism:where Kd is the IPD constant in mg·g−1·min−1/2 and C represents the value of the thickness of the boundary layer. They can both be determined from slope and the y-intercept (equation (4)).

2.7. Adsorption of Isotherm Studies

In the literature, various models have been published to compare experimental and theoretical data of adsorption isotherms. Freundlich and Langmuir models were utilized to describe isotherm adsorption.

2.7.1. Langmuir Model

The nonlinear shape of the Langmuir model [14] is expressed by the following equation:where KL is the Langmuir constant (L·mg−1), Ce is the equilibrium polyphenol concentration (mg·L−1), qe is the adsorption capacity of polyphenols at equilibrium (mg·g−1), and qm is the maximum adsorption amount for a monolayer (mg·g−1). Another parameter labelled separation factor (RL) [16, 17] is expressed in the following equation:where C0 is the initial concentration of the adsorbate (mg·L−1). RL is the factor of separation which allows to check whether the isotherm is favorable or not provided that if the value of RL is between 0 and 1, it confirms the validity of the Langmuir model; when RL is close to 1 or 0, it signifies that the isotherms are linear and irreversible, respectively, and if RL is upper to 1, it indicate that isotherm is unfavourable [16, 17].

2.7.2. Freundlich Model

The nonlinear type of the Freundlich model [15, 18] can be calculated by the following equation:where qe is the equilibrium polyphenol concentration on the ghassoul, Ce is the equilibrium polyphenol concentration of solution, KF is the Freundlich constant, and n is the adsorption intensity characterizing the affinity of the pollutant for the adsorbent; when n is close to 1, it signifies a chemical adsorption process, and when n is greater than 1, it indicates a physical adsorption mechanism.

2.7.3. Thermodynamic Parameters of Adsorption

The enthalpy (ΔH0), free energy (ΔG0), and entropy (ΔS0) thermodynamic parameters are calculated by the following relations [19]:where KC is the equilibrium constant defined as follows:in which Cads is the adsorbed concentration (g/L) and C0 is the initial concentration of polyphenols in OMW (g/L).

3. Results and Discussion

3.1. Physicochemical Characterization of Gh-B
3.1.1. XRD Study

XRD analyses (Figure 2) showed that Gh-B consists of three phases of clay:(i)Stevensite (S) observed at the 2θ = 5.70°, 11.61°, 19.33°, 29.43°, 33.40°, and 44.84°(ii)Dolomite (D) observed at the 2θ = 30.83°, 34.58°, 41.03°, and 35.22°(iii)Quartz (Q) observed at the 2θ = 20.73°, 26.52°, and 53.70°

One also notices the presence of free silica in the shape of quartz and dolomite in very small amount. On the contrary, the stevensite and magnesia poles of the smectites series are dominant in the Gh-B. These outcomes are congruent with those obtained in the literature [1921].

3.1.2. XRF Analysis

XRF was carried out to identify the chemical composition of the minerals present in the Gh-B. The information given in Table 1 demonstrates that the magnesium and silica oxides are available in a large quantity; the presence of alumina (Al2O3) is very important, and other elements are present in trace quantity. These results are in agreement with the XRD results and those cited by other authors such as Elass et al. and Ajbary et al. [20, 21].

3.1.3. FTIR Analysis

The spectra of natural clay (Gh-B) demonstrate a large absorption band at 3437 cm−1 corresponding to the OH-stretching vibration of the water molecules. The bending mode of the interlayer and/or adsorbed water appears around 1641 cm−1. The stretching vibrations anti-symmetric C-O around 1450 cm−1 show the presence of the carbonate anions (υas (CO3−2)) inside walls. Both vibrations of (υs (CO3−2)) and Al2O3 groups are observed at 880 cm−1. The bands which appear around 1021, 684, and 463 cm−1 are attributed to the vibrations of the SiO2 group (Figure 3).

3.1.4. SEM/EDX and BET Analysis

SEM micrograph of Gh-B (Figure 4) shows that the morphology of the Gh-B is close to hectorite, and the particles from different sizes have the appearance of sheets which oriented parallel to each other, as indicated by Caillere and Henin [22].

The chemical elements contained in natural clay (Gh-B) were detected by EDX analysis, and the results show that Gh-B has a higher percentage of silica (Table 2) mainly due to the presence of majority of quartz followed by magnesia. These results are in agreement with XRD and XRF analysis.

Table 2 gives the chemical elements and their mass percentages determined by the EDX analysis.

The nitrogen adsorption/desorption isotherms of Gh-B show that, according the IUPAC classification, isotherm obtained is type IV, characteristic of solid mesoporous with onset the hysteresis of H3 type. After calculating using the BET method, the specific surface is 296 m2/g.

The pore size distribution is determined from desorption isotherm by the BJH method, shown in Figure 5. This latter shows that the pore diameter is in the order of 73 Å and thus confirms the mesoporosity of the structure of the Gh-B.

3.1.5. Thermal Analysis (DTA/TGA)

TGA/DTA thermogram (Figure 6) shows that the breakdown of Gh-B is done on three exothermic steps and one endothermic step:(i)First degradation step with loss of mass on the order of 12% due to the removal of water molecules infirm bound or adsorbed on external faces of the crystals. This step manifests itself by two distinct endothermic peaks on curve ATD at two temperatures 70.70°C and 128.95°C, respectively.(ii)Second loss of almost 8.95% mass at 679.37°C (ATD), which is manifested by wide and asymmetric peak corresponding to decomposition of the early mixed carbon of magnesia and the calcium.(iii)Exothermic pic around 528°C corresponding to allotropic transformation of the stevensite in enstatite.

That transformation of stevensite in enstatite is represented by the following equation:

3.2. Kinetics Adsorption

Figure 7 demonstrates that the quantity of polyphenols adsorbed at different temperatures is in the order 161 mg/g and considered important because of the high specific surface area (296 m2·g−1) of Gh-B. The curves demonstrate that the adsorption kinetics is very quick at the start, due to the presence of the active sites at the start of adsorption, and the equilibrium was established after 2 h (about 60 min at 25°C). The quantities of polyphenols adsorbed onto Gh-B diminished from 161 to 123 mg·g−1 when the temperature increases from 25°C to 45°C, indicating that the temperature higher than 25°C destabilizes the force of adsorption and also decreases the interaction between Gh-B and polyphenols, and therefore, the adsorption process is exothermic. The same observation was found by De Chimie et al., works of adsorption of polyphenols from OMW by pomace olive which is utilized as an active carbon [23].

The plots of ln (qeqt) and t/qt according to time (equations (2) and (3), respectively) are obtained in Figures 8(a) and 8(b), respectively. We can wind up that polyphenols are adsorbed onto Gh-B and excellently follow-up the PSO model (Figure 8(a)). This is endorsed by these adsorbed quantities determined theoretically (qth) and are very near to those obtained experimentally (qexp), R2 = 0.99 (Table 3).

In this study, we notice that when the temperature of the solution raises, the apparent constant of the PSO speed K2 increased probably due to chemisorption phenomena. The same observation has been obtained in the adsorption of phenolic compounds from OMW on orange peel [24], on active carbon [2528], onto resin [29], on onion [30], in removal of basic yellow cationic dye, [21] and in methyl violet by the same adsorbent (ghassoul) [20].

3.2.1. IPD

The plot of the adsorbed quantity qt versus t1/2 shows that polyphenols are adsorbed in two steps (Figure 9). The first one is quick; this is due to the transfer of polyphenols from OMW to the outside of the adsorbent. The second step is typified by a slight evolution to equilibrium, and it represents interaction between ghassoul and polyphenols. These results validate an adsorption according to a kinetic of the PSO. However, the values of constant C are different to 0 (Table 4) that shows the rate of polyphenol adsorption onto Gh-B is not controlled only by IPD step. This results is an agreement with Valderrama et al. andLavinia et al. [31, 32].

3.2.2. Study of Activation Energy Ea

The tracing of ln K2 as function to 1/T allows to determine activation energy Ea from the slope of the equation line Arrhenius. Figure 10 shows that the experimental points give a line when R2 is very near to 1. The value of activation energy (90.622 kJ/mol) given by the slope of the Arrhenius plot demonstrates that the adsorption of polyphenols from OMW can be controlled by a chemisorption phenomenon. This phenomenon is confirmed by the obtained kinetic results. This is in accordance with the works of M. kessoum[33] in the investigation of adsorbed polyphenols on a commercial active carbon (Picachem 150), but it is in disagreement with the results of Senol et al. [28] in the kinetic studies of biophenol adsorption onto commercial activated carbon with different particle sizes and at varied temperature. They have found the physisorption phenomenon because the values of Ea are included between 27.22 and 33.76 kJ/mol.

3.3. Adsorption Isotherms

The curves of nonlinear transforms obtained by Langmuir and Freundlich models are shown in Figure 11, and the different parameters deduced from the two models are grouped in Table 5.

In Figure 11, it is clearly demonstrated that the adsorbed quantity of the polyphenols qmax increases when the initial polyphenol concentration C0 grows until the saturation. Table 5 shows a good linear correlation coefficient R2 close to 1 for both isotherms Langmuir and Freundlich.

However, the values n from the Freundlich model for various temperatures (Table 5) are greater than 1, and the values of KF are large, indicating that the adsorption is favorable. For the Langmuir model, the values of RL are near to 1 in the concentration domain from 0 to 58 mg/L, but the amount of adsorbed qmax calculated from this model is much different from those found experimentally.

Therefore, the two models are favorable to describe the adsorption phenomena of polyphenols onto ghassoul clay, but Freundlich model is more suitable because the theoretical amount of polyphenols (qmax) calculated from the Langmuir model is very far to the experimental value for all temperatures. These results are similar to those obtained by Mounia et al. and Jedi et al. who worked on removing phenolic compound by adsorption onto wheat bran and bentonite, respectively [33, 34].

3.3.1. Thermodynamic Parameters

The negative value of ΔH0 (−0.14 kJ/mol) (Table 6) shows that the adsorption of polyphenols onto Gh-B is an exothermic process in accordance with the kinetic studies (qmax decreases with the increase in temperature). The order of the process is indicated by the negative value of ΔS0 (−46.25 J/K·mol). The adsorption process is spontaneous because of the negative value of Gibbs free energy. These outcomes are identical to Makhlouf et al. in the study of the adsorption of phenolic compounds onto mesoporous material [35].

3.4. Analysis of the Adsorption by FTIR

The spectrum of Gh-B after adsorption in Figure 12 shows new bands of vibration. A shouldering to 3472 cm−1 and an intense band at 3437 cm−1 corresponding to hydroxyl stretching vibration of free and bonded −OH groups of the polyphenols, respectively. We also noted the presence of new bands at 2922 cm−1 and 2855 cm−1 corresponding to aromatic C-H and other bands at 1732 and 1385 cm−1 attributed to the C-O group of polyphenols (Figure 12). These results indicate the presence of polyphenols and confirmed that these compounds are adsorbed onto ghassoul.

4. Conclusion

In this study, we are interested in testing the effectiveness of natural clay “Gh-B” in the elimination of polyphenols from olive mill wastewater (OMW).

The obtained results are as follows:(i)The natural clay ghassoul is majority constituted of silica and magnesia. This result is in agreement with XRD, XRF, and SEM/EDX.(ii)The quantity of the polyphenols adsorbed at different temperature has been of order 161 mg/g, and it is considerably important because of high specific surface area (296 m2·g−1) of Gh-B.(iii)The examination of the adsorption kinetic of polyphenols onto Gh-B demonstrates that adsorption is done in two steps. The initial step is fast, and the balance comes at 2 h of contact. The next step is typified by slow evolution to equilibrium and adsorption kinetic realized at pseudo-second-order (PSO) model.(iv)The experimental isotherms are preferentially described by the Freundlich model, and the thermodynamic study indicates that the adsorption of polyphenols was exothermic in nature ΔH0 < 0, ordered ΔS0 < 0, and spontaneous ΔG0 < 0.(v)All outcomes demonstrated that ghassoul was an effective and feeble cost adsorbent for the elimination of polyphenols from “OMW”.

Data Availability

The authors affirm that all information fundamental to the discoveries of this examination are completely accessible without limitation.

Conflicts of Interest

The authors declare that there are no conflicts of interest.

Acknowledgments

This work was done in the frame work of the project (PPR2), supported by Ministry of National Education, Professional Training, Higher Education and Scientific Research, Morocco (MENFPESRS), and National Center for Scientific and Technical Research/Rabat, Morocco (CNRST).