Abstract
In this study, the adsorption potential of activated carbon prepared from Ziziphus mauritiana nuts for the removal of methylene blue (MB) from aqueous solution has been investigated using batch mode experiments. The effects of some operating parameters on the removal dye such as, initial pH (2–12), temperature (298–328 K), initial MB concentration (20–100 mg L−1), and contact time (5–70 min) were investigated. Adsorption kinetic showed that the rate adsorption followed the pseudo-second-order kinetic model. Four adsorption isotherms models were applied to experimental equilibrium data (Langmuir, Freundlich, Redlich–Peterson, and Fritz–Schlunder) and the different constants were calculated using non-linear equations models. Fritz–Schlunder model was found the best one to describe the adsorption process which suggests that the adsorption of MB onto activated carbon derived from Ziziphus mauritiana is heterogeneous with a multilayer. Thermodynamic adsorption showed that the process was endothermic and spontaneous in nature.
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Introduction
Dyes are considered as major contaminant of waste water quality. In this fact, dyes effluents contain about 50 mg L−1, and consequently, this concentration is unacceptable. Importantly, the accumulation of dyes in water can seriously damage food chains of humans and animals (Rodrigues da Silva et al. 2012). Most of these dyes are toxic, mutagenic, or carcinogenic (Punzi et al. 2015). Methylene blue (MB) is a cationic dye having various applications in chemistry, biology, medical science, and dyeing industries. Its long-term exposure can cause vomiting, nausea, anemia, and hypertension (Pathania et al. 2013). Therefore, the removal of dyes from wastewaters is required before discharge into receiving waters to avoid these complications.
The wide and general applicable dyes treatment techniques are flocculation, coagulation, precipitation, membrane filtration, electrochemical techniques, ozonation, biological techniques, photodegradation, and advanced oxidative process (Gupta and Suhas 2009; Downham and Collins 2000). These methods are not very successfully due to suffering from many restrictions (Sulak et al. 2007). Adsorption (Al-Qodah and Shawabkah 2009; Al-Qodah et al. 2007) is one of the most popular and extensively used methods for the removal of various dyes from wastewaters. Activated carbons are carbonaceous materials that can be distinguished from elemental carbon by the oxidation of the carbon atoms found on the outer and inner surfaces (Mattson and Mark 1971). These materials are characterized by their extraordinary large specific surface areas, well-developed porosity, and tunable surface containing functional groups (Baker et al. 1992; Jiang et al. 2003). For these reasons, activated carbons are widely used as adsorbents for the removal of organic chemicals and metal ions of environmental or economic concern from air, gases, potable water, and wastewater (El-Hendawy 2003). Activated carbon usually increases the cost of the treatment process. Its economical drawback has stimulated the interest to utilize cheaper raw materials for the production of activated carbon (Rengarag et al. 2002; Yahya et al. 2015). Therefore, there is an increasing interest in the development and application of activated carbon derived from several materials. Several studies have been reported to find low-cost carbonaceous materials. Ultimately, Jerusalem artichoke (Yu and Luo 2014), waste rice hulls (Luna et al. 2013), homemade cocoa shell (Ribas et al. 2014), waste tea (Auta and Hameed 2011), coir pith (Santhy and Selvapathy 2006), orange peels (Fernandez et al. 2014), jute sticks (Asadullah et al. 2010), olive stones (Rodriguez-Reinoso et al. 2001; Lafi. 2001; Elsheikh et al. 2003), sugarcane bagasse (Ahmedna et al. 2000), pecan shells (Shawabkeh et al. 1998), and palm seed (Rengarag et al. 2002). The choice of Ziziphus nuts as source of adsorbent is dictated by the fact that it is abundant in several regions, cheap, and especially for a valuation of said biomaterial. The Ziziphus lotus belongs to the family Rhamnaceae (Maraghni et al. 2010). Its fruits used as edible food and traditional Chinese medicine (Adeli and Samavati 2015), claimed to purify the blood and aid digestion (Tripathi et al. 2001).
In the current study, effects of many variables, including pH, adsorbent dosage, contact time, and initial dye concentration, were investigated. In addition, we have achieved the kinetics, thermodynamics, and isotherms models of methylene blue adsorption onto activated carbon derived from Ziziphus mauritiana. The request adsorbent was prepared and characterized by technical spectroscopy such FT-IR, XRD, and by the analysis of SEM.
Materials and methods
Adsorbent and dye
The Z. mauritiana nuts were collected, washed with distilled water, and dried at room temperature. The unmodified Z. mauritiana nuts were abbreviated as ZMN. The carbonization of ZMN materiel was carried out using an appropriate weight of ZMN and 25 mL of concentrated KOH with a mass ratio (1:4) in a glass beaker of 100 mL, heated at 500 °C for 1 h producing a black carbonaceous residue. Carbonization removes the volatile matter in the used wastes, whereas activation with chemical agents KOH would produce a well-developed porosity of activated carbon. The resulting support was neutralized with HCl 0.1 N at neutral pH. After, the carbonized Z. mauritiana nuts (denominated as C-ZMN) were filtered and washed several times with distilled water. The C-ZMN adsorbent was then dried at 100 °C for 2 h and kept in desiccators for further use.
The cationic dye chosen in this study is methylene blue (MB). This choice is in the basis that MB as a reference adsorbate, being employed in several industrial fields, and used for the adsorption experiments. The molecular formula and UV–visible spectrum of methylene blue are shown in Fig. 1.
Adsorption experiments
Adsorption experiments were conducted in 50 mL Erlenmeyer flasks. They were shaken at 150 rpm for the required time in water bath shaker. The effects of various operating parameters such as adsorbent dose (0.2–1 g L−1), initial dye concentration (20–100 mg L−1), contact time (5–70 min), pH (2–12), and temperature (298–328 K) were achieved on adsorption of MB dye onto C-ZMN. The residual concentrations of MB dye after adsorption process were determined by UV–Vis spectrophotometer at 663 nm.
For the adsorption isotherm study (used models: Langmuir, Freundlich, Redlich–Peterson and Fritz–Schlunder), the experimental data obtained were compared and the constants appearing in each equation of those models were determined by non-linear regression analysis using origin 9.1 software.
The amount of adsorption q t (mg g−1) at time t (min) was calculated using the following equation:
where C 0 and C t (mg L−1) are concentrations of MB dye at the initial and time t, respectively, V is the volume of the solution (L), and m is the mass of dye adsorbent (g).
The amount of adsorption q e (mg g−1) at equilibrium was calculated using the formula:
where C e (mg L−1) is the liquid concentration of dye at equilibrium and C 0 (mg L−1) is the initial concentration of the dye in solution.
The MB dye removal percentage (%) can be calculated as follows:
where C e (mg L−1) is the concentration of MB at equilibrium.
Results and discussion
Characterization of C-ZMN adsorbent
To investigate the surface characteristic of C-ZMN adsorbent, FT-IR, XRD, and SEM spectrums were studied. The bands positions shown in FT-IR spectrum as depicted in Fig. 2, are 1125, 1381, 1570, 2915, and 3442 cm−1. In this fact, the wide band at 3442 cm−1 is attributed to O–H and N–H stretching. The bands at 2915, 1570, and 1381 cm−1 correspond, respectively, to unsymmetrical aliphatic C–H stretching, C=C stretching of aromatic rings, and aromatic C=C stretching vibration. Band at 1125 cm−1 is ascribed to C–O stretching in alcohol or ether or hydroxyl group (Pavia et al. 1987). The XRD spectrum of C-ZMN adsorbent which was explored in Fig. 3 presented a typical XRD pattern of an amorphous sample. SEM has been a primary tool for characterizing the surface morphology and fundamental physical properties of the adsorbent surface. It is useful for determining the particle shape, porosity, and appropriate size distribution of the adsorbent. The surface morphology of the C-ZMN adsorbent is shown in Fig. 4. The SEM image indicates that the surface is relatively smooth and contains many pores. It shows very distinguished dark spots which can be taken as a sign for effective adsorption of dye molecules in the cavities and pores of this adsorbent.
Effect of C-ZMN dose
Figure 5 depicts the effect of C-ZMN dose on the removal efficiency of MB from aqueous solutions. In the light of these results, it appeared that at equilibrium time of 70 min, the percent adsorption was increased from 47.16 to 86.5% when the adsorbent dose increased from 0.2 to 1 g L−1. This behavior is done, because that number of available adsorption sites and the surface area increase by increasing the adsorbent dose, it, therefore, results in the increase of amount of adsorbed dye. It was also observed at equilibrium time a decrease in amount of adsorption. This may be attributed to overlapping or aggregation of adsorption sites resulting in a decrease in total adsorbent surface area available to MB and as an increase in diffusion path length (El Haddad et al. 2012).
Effect of MB concentration
The effect of initial MB concentration on the adsorption rate was investigated. The experiment was carried out with fixed C-ZMN dose (0.8 g L−1) at room temperature. The adsorption capacity for C-ZMN was increased from 17.86 to 102.5 mg g−1 when the MB concentration was increased from 20 to 100 mg L−1 (see Fig. 6). Maximum adsorption MB dye was attained within 20 min after the start of every experiment. The Increasing of MB concentration enhances the interaction between the dye and C-ZMN providing necessary driving force to overcome the resistance to mass transfer of dye (Gil et al. 2011). Therefore, rate of adsorption and hence dye uptake increased with an increase in MB dye concentration.
Effect of pH
We achieve the accurate study of the adsorption of MB dye onto C-ZMN with variation of pH ranging between (2 and 12), and the results are shown in Fig. 7. It is observed that removal % increases slightly from 19.22 to 88.77% when pH was increasing from 2 to 12. To explain the results, we have determined the point of zero charge (pHPZC = 2.3) of C-ZMN, by the titration method (Preethi and Sivasamy 2006). At pH > pHPZC, negatively charged adsorbent sites increase, which favor the adsorption of MB as cationic dye due to attractive electrostatic interactions. The lower adsorption of this dye at pH = 2 (pH < pHPZC) was not solely due to the presence of excess H+ ions competing with the dye cation for the adsorption sites, but also to the electrostatic repulsion between the cationic dye MB and protonated C-ZMN surface. The similar result was obtained and reported by other author’s researchers (Hameed 2009).
Adsorption kinetic
Many kinetic models have been proposed to elucidate the mechanism of dye biosorption. The rate and mechanism of biosorption is controlled by various factors like physical and/or chemical properties of biosorbent as well as mass transfer process. These kinetic models are useful for the design and optimization of effluent treatment process. To investigate the mechanism of Methylene blue biosorption by C-ZMN, the following kinetic models were considered. The kinetic models applied in this study are the pseudo-first order (Lagergren 1898) and pseudo-second order (Ho and McKay 1998). The linearized kinetic used for the pseudo-first order model was as follows:
where q e (mg g−1) is the amount of dye adsorbed at equilibrium, q t (mg g−1) is the amount of dye adsorbed at time t, k 1 is the pseudo-first-order rate constant (min−1), and t is time (min).
The linearized form of the pseudo-second-order kinetic model is presented as follows:
where k 2 is the pseudo-second-order rate constant (g mg−1 min).
The experimental kinetic data have been plotted as log (q e –q t ) and t for the pseudo-first order model and as t/q t and t (as shown in Fig. 8) for the pseudo-second-order model. The kinetic parameters related to pseudo-first-order and to pseudo-second-order models were obtained according to the intercept and slope from the plot of log (q e –q t ) versus t and t/q t versus t, respectively. The applicability of the kinetic model is compared between r 2 and the calculated q e (cal) and the experimental q e (exp) values. The different kinetic parameters are summarized in Table 1. The r 2 values of the pseudo-second-order kinetic model are higher than those of pseudo-first order kinetic model. Meanwhile, the q e (cal) values calculated by the pseudo-second-order kinetic model are much closer to the q e (exp) values than fitting by pseudo-first-order kinetic model. Therefore, the pseudo-second-order kinetic model is more appropriate to describe the adsorption behavior of MB onto C-ZMN.
Intraparticle diffusion model was employed to identify the mechanism by plotting the uptake
qt versus the square root of time t 1/2 using the mathematical expression:
If the plot is linear with the line passing through the origin, then intra particle diffusion is the rate controlling step (Bhattacharyya and Sharma 2004). The constants in the intraparticle diffusion model K id and C were evaluated from the plot, and some results are depicted in Table 1. The correlation coefficients for the model are low, which indicates that the intraparticle diffusion is not a rate determining step for the biosorption process of MB onto C-ZMN. These results confirmed that the actual adsorption contains surface adsorption.
Adsorption isotherm
Adsorption isotherms are basic requirements for the design of adsorption systems. To describe the removal mechanism of MB from aqueous media onto C-ZMN, four isotherm models (Langmuir, Freundlich, Redlich–Peterson, and Fritz–Schlunder) were applied. The Langmuir model (1916) is based on monolayer adsorption onto a homogeneous structure without any reaction between the adsorbed molecules. This model is illustrated as:
where q m (mg g−1) is the maximum adsorption capacity, q e is the amount of MB in the C-ZMN at equilibrium (mg g−1), C e is the equilibrium concentration (mg L−1), and K L (L mg−1) is Langmuir constant related to adsorption capacity and rate of adsorption. The essential characteristics of Langmuir equation can be expressed in terms of dimensionless separation factor, R L, defined as:
where C 0 is the initial concentration of MB dye; the R L value implies whether the adsorption is: unfavorable: R L > 1, linear: R L = 1, favorable: 0 < R L < 1, irreversible: R L = 0.
The Freundlich isotherm (1906) can be applied to non-ideal adsorption on heterogeneous surfaces as well as multilayer adsorption. It is expressed by the following equation:
where \(k_{\text{F}}\) (mg g−1) and n are Freundlich constants related to the capacity of adsorption and favorability of adsorption, respectively. The values in the range of 0 < n < 10 indicate that adsorption is favorable. The greater the value of n, better is the favorability of the adsorption.
The Redlich–Peterson isotherm (1959) is a combination of Langmuir–Freundlich model. It approaches the Freundlich model at high concentration and is in accord with the low concentration limit of the Langmuir equation. The equation is given as:
where \(K_{\text{R}}\) is Redlich–Peterson isotherm constant (L g−1), \(\alpha_{\text{R}}\) is Redlich–Peterson isotherm constant (L mg−1), and β is the exponent which lies between 0 and 1. The constant β can characterize the isotherm as: if β = 1, the Langmuir will be the preferable isotherm, while if β = 0, the Freundlich isotherm will be the preferable isotherm.
The equations of Langmuir and Freundlich were also developed empirically by Fritz and Schlunder (1974). It is expressed by the equation:
where q e (mg g−1) is the adsorbed amount of MB at equilibrium, C e is the equilibrium concentration of MB (mg L−1), constants A and B are the Fritz–Schlunder parameters, and α and β are the Fritz–Schlunder equation exponents.
The sum of absolute errors is expressed by the equation:
To confirm the best model for the adsorption system, it is necessary to analyze the data using errors analysis like sum of the absolute errors (SAE) combined with the values of determined correlation coefficient r 2.
The results of these analyses are tabulated in Table 2. The amounts of adsorbed quantities of dye at the equilibrium q e versus C e are drawn in Fig. 9. The best fit of experimental data was obtained with the Fritz–Schlunder model with greatest r 2 value and smallest SAE values.
Figure 10 depicts the plot of the calculated R L values versus the initial dye concentration at 298, 308, 318, and 328 K. It was observed that all the R L values obtained were between 0 and 1, showing that the adsorption of MB onto C-ZMN was favorable. The R L values decrease with increase in initial dye concentration, indicating that the adsorption was more favorable at higher MB concentration. Adsorption capacity increases with the increasing temperature and the higher value of adsorption capacity attained 108.97 mg g−1 at 328 K. The values of K L increased with increase in temperature, indicating that increasing temperature induced a higher maximum adsorption capacity.
Thermodynamic adsorption
The thermodynamic parameters were evaluated to confirm the nature of the adsorption and the inherent energetic changes involved during MB adsorption. Standard enthalpy (ΔH°), free energy (ΔG°), and entropy change (ΔS°) were calculated to determine the thermodynamic feasibility and the spontaneous nature of the process (Choi et al. 2009).
The free energy change of the sorption reaction is given by:
where ΔG° is the free energy change (kJ mol−1), R is the universal gas constant (8.314 J mol−1 K), T is the absolute temperature (K), and K C states the equilibrium constants (q e/C e). The values of ΔH° and ΔS° can be calculated from the Van’t Hoff equation:
where K C is plotted against 1/T; a straight line with the slope (−ΔH°/R) and intercept (ΔS°/R) are found, as shown in Fig. 11. The calculated thermodynamic parameters are depicted in Table 3. The values of ΔH° are within the range of (1–93 kJ mol−1) indicating the physisorption. From these results, it is clear that physisorption is much more favorable for the adsorption of MB.
The positive values of ΔH° show the endothermic nature of adsorption and it governs the possibility of physical adsorption (Karagoz et al. 2008). The negative values of ΔG° show that the adsorption is highly favorable and spontaneous. The positive value of ΔS° shows the increased randomness with MB adsorption, probably because the number of desorbed water molecules is larger than that of adsorbed MB molecules.
Comparison of adsorption capacities of C-ZMN with those of various adsorbents
The maximum adsorption capacities of various adsorbents prepared differently used for MB removal were compared with the present study and given in Table 4. From Table 4, the capacities of adsorbents for adsorbing MB are in a wide range; it is vary from 3.745 to 152.89 mg g−1. It’s appeared that C-ZMN can be considered as a good adsorbent with an adsorption capacity of 152.89 mg g−1.
Conclusions
This paper demonstrates that C-ZMN was an effective adsorbent for removal of MB from aqueous solution. The experimental factors such as adsorbent dose, contact time, dye concentrations, adsorption kinetic, and isotherm models were investigated to study the adsorption process. MB followed the pseudo-second model well. The equilibrium isotherm analysis reflects that the Fritz–Schlunder model well-fitted isotherm data. Furthermore, thermodynamic studies show that this adsorption process was spontaneous, favorable, and endothermic. Therefore, it can be concluded that the C-ZMN was a promising adsorbent.
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Regti, A., Laamari, M.R., Stiriba, SE. et al. The potential use of activated carbon prepared from Ziziphus species for removing dyes from waste waters. Appl Water Sci 7, 4099–4108 (2017). https://doi.org/10.1007/s13201-017-0567-8
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DOI: https://doi.org/10.1007/s13201-017-0567-8