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Synthesis of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst in pilot-scale by combustion reaction and its application on the biodiesel production process from oil residual
⁎Corresponding author. adrianolimadasilva@hotmail.com (A.L. da Silva)
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Received: ,
Accepted: ,
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.
Peer review under responsibility of King Saud University.
Abstract
Abstract
A magnetic catalyst with composition ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 was synthesized by a combustion reaction on a pilot-scale and applied in the conversion of residual oil into biodiesel by simultaneous transesterification and esterification reactions (TES). For that, statistical analysis of the factors that influence the process (catalyst concentration, alcoholic route, and temperature) was evaluated by 23 factorial experimental design. The ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was characterized in terms of the structure, morphology, magnetic, TPD-NH3 acidity analysis and catalytic properties. The results indicate the formation of a catalyst with a surface area of 52.9 m2g−1, and density of the sample was 4.8 g/cm3 which is consisted of a mixture of the phases containing 55.87% Fe2O3, 36.96% Ni0.5Zn0.5Fe2O4, and 7.16% ZnO. The magnetic characterization indicated that the synthesized catalyst is ferromagnetic with magnetization 6.12 emu/g and coercive field of 5.3 G. In the TES reactions, the residual oil was active showing conversion to 96.16% ethyl esters and with a long useful life maintaining sustained activity after two consecutive reuse cycles with the conversion of 95.27%, 93.07% and 76.93%, respectively. The experimental design was significant and presented a 95% reliability level. The statistical analysis identified (+1) and (−1) as higher and lower level variables, respectively. The amount of catalyst used was equal to 5%, at 200 °C in methyl alcohol (alcoholic route). In summary, a new catalyst composed of a mixture of magnetically active phases was developed and successfully applied in biodiesel’s synthesis from residual oil. Undoubtedly these results have a positive and significant impact on the environment and to society as a whole.
Keywords
Transesterification and esterification simultaneously
Ferrite
Heterogenous catalysis
Reuse
1 Introduction
In recent years, researches on renewable and sustainable fuels have been highly prioritized around the world to create alternatives to fossil fuels. In this way, different types of biofuels have gained evidence due to their biodegradable, non-toxic, and physical–chemical properties, which allow the total or partial replacement of diesel (Li et al., 2014). Biofuels also are interesting under economic viewpoint since they can be synthesized from vegetable oils, animal fats, and raw materials rich in free fatty acids, such as residual oils (Lam et al., 2010).
The improper disposal of the residual oils can cause environmental problems since each liter of oil poured into the drain can pollute about 20 thousand liters of water (Georgogianni et al., 2009; Al-Hamamre and Yamin, 2014; Baskar et al., 2018). Indeed, it is possible to find in the literature several works (Widayat et al., 2019; Dai et al., 2017; Corro et al., 2016; Gan et al., 2010, Ashok et al., 2019) which the cook oils are used to synthesize biodiesel, and it is undoubtedly an eco-friendly and sustainable strategy for the next generations (Aghbashlo and Demirbas, 2016).
Biodiesel is synthesized via transesterification or esterification chemical reactions. In some cases, depending on the origin of the raw material (such as the presence of triglycerides and free fatty acids), the reaction kinetics can be directed by simultaneous transesterification and esterification. On an industrial scale, biodiesel can be produced by both homogeneous and heterogeneous catalysis. Homogeneous catalysis has several disadvantages, such as the formation of soaps and their by-products, corrosion of the reactors, in addition to requiring several purification steps during the production process (Lee et al., 2014; Avhad and Marchetti, 2015; Mardhiah et al., 2017). On the other hand, the synthesis of biodiesel via heterogeneously catalyzed reactions has been the subject of promising studies being a viable solution to replace homogeneous catalysis, since it is possible to significantly reduce the number of purification steps and the possibility of separating and reusing the catalyst (Correia et al., 2014; Rashtizadeh et al., 2014; Paiva et al., 2015; Kim et al., 2016).
In the heterogeneous catalysis, several types of catalysts stand out; however, ceramic compounds in the form of oxides (Baskar et al., 2018; Xie and Zhao, 2014; Gurunathan and Ravi, 2015; Sun et al., 2015; Sulaiman et al., 2019), have been extensively investigated in recent years for their high catalytic activity, excellent thermal and chemical stability, high corrosion resistance and environmentally optimized properties (Pradhan and Parida, 2012), and can be recovered and reused without significant loss efficiency in synthesis (Dantas et al., 2013).
Several chemical synthesis techniques can be used to obtain ceramic oxide catalysts, among them stand out the sol–gel route (Kesavamoorthi and Raja, 2016), co-precipitation (Zaharieva et al., 2015), Pechini method (Gerasimov et al., 2015) and combustion reaction (Dantas et al., 2020). The combustion reaction, which is the chemical synthesis techniques used in this work, has stood out for being a simple, effective, economical method (it uses low-cost reagents, less reaction time), it allows control of stoichiometry and morphology, besides promoting the obtaining of high crystallinity ceramic powders (Costa and Kiminami, 2012). Due to its various advantages, numerous studies have reported the use of the combustion reaction in the production of materials applied in several areas, such as photocatalysis (Das et al., 2019; Hermosilla et al., 2020), electronic materials (Vieira et al., 2014; Shanmugavani et al., 2015; Tholkappiyan et al., 2015; Diniz et al., 2017), heterogeneous catalysis (Manikandan et al., 2014; Alaei et al., 2018; Dantas et al., 2020; Kombaiah et al., 2019; Mapossa et al., 2020), and biomaterials (Araújo et al., 2018; Khot et al., 2013; Kombaiah et al., 2018; Leal et al., 2018).
Among the oxides already reported in the literature with catalytic potential, the hematite (α-Fe2O3) with binary structure type AnXp is widely used in several catalysis reactions because it is stable in ambient conditions and easy to process by different methods (Aghbashlo and Demirbas, 2016; Gurunathan and Ravi, 2015; Tholkappiyan et al., 2015; Kombaiah et al., 2019; Widayat et al., 2019). Widayat et al. (2019) used hematite (α-Fe2O3) synthesized by chemical co-precipitation in residual oil esterification/transesterification reactions and obtained 87.88% conversions in methyl esters. Studies conducted by Shi et al. (2017) showed the efficiency of hematite (Fe2O3) also as the support of oxides (CaO) in the production of biodiesel, in transesterification reactions of soybean oil and methanol, showing conversion to esters of 98.80%.
Iron-based catalysts, such as ternary oxides of the type (AB2X4), have also attracted attention from the scientific community due to their properties and new technological applications, especially when the particle size approaches the nanoscale, which allows the control of properties such as magnetic characteristic and anisotropy (Dantas et al., 2020, Mapossa et al., 2020; Dai et al., 2017). In heterogeneous catalysis (Dantas et al., 2013, Dantas et al., 2017), the Ni0.5Zn0.5Fe2O4 and Ni0.7Zn0.3Fe2O4 ferrites synthesized by combustion reaction and tested the catalytic behavior in transesterification and esterification using methyl and ethyl routes, obtaining conversions in esters above 94%.
Another heterogeneous catalyst that has a consolidated catalytic activity in the literature is zinc oxide (ZnO). According to Lamba et al. (2019), which synthesized the ZnO by combustion reaction and tested catalytically against methanol and madhuca oil, obtaining about 80% in conversion into esters. Baskar et al. (2018) also revealed the efficiency of the ZnO phase as support for biodiesel production, presenting conversions of 95.20% in methyl esters.
In this work, the combustion reaction was used to synthesize a new magnetic catalyst with composition equal to ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3. The material was synthesized in a pilot-scale (Costa and Kiminami, 2012) and characterized in terms of its structure, morphology, magnetic and catalytic properties. Also, its catalytic capacity was investigated on the synthesis (TES reaction) of biodiesel from residual oil.
2 Materials and methods
2.1 Raw materials
In this research, the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was synthesized via a combustion reaction from the following chemical reagents, nickel nitrate hexahydrate (Ni(NO3)26H2O), hexahydrate zinc nitrate (Zn(NO3)2·6H2O), iron (III) nitrate nonahydrate (Fe(NO3)3·9H2O) and urea. All chemical reagents used were purchased on the Dinâmica (Brazil) with purities between 98 and 99%. The performance of the catalyst was evaluated on the conversion of residual oil into biodiesel via simultaneous transesterification and esterification reactions (TES). The residual oil used was collected in pastry shops in the city of Campina Grande, located in Paraíba state - Brazil. The physicochemical parameters of the residual oil were accomplished in agreement with AOCS Cd 3d-63 standard, and the result showed a value of 14.8 ± 0.005 mg of KOH/g of sample, methyl alcohol (CH3OH)-purity 99.8% (Dynamic) and ethyl alcohol (CH3CH2OH) - purity 99.5% (Dynamic).
2.2 Catalyst synthesis
The combustion reactions were accomplished in a pilot plant, which was built in the agreement of the patent BR 10 2012 002181–3 (Costa and Kiminami, 2012), see Fig. 1. The pilot-plant is constituted of the stainless-steel container, which is connected to a conical reactor with a capacity of 200 g/batch. The system reaches a maximum temperature equal to 350 °C after 60 min.Shows (1) pilot plant in which the combustion reaction was performed (patent number: BR 10 2012 002181-3) e (2) reactor heating curve.
Before the synthesis of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst, the initial composition of the precursor solution was calculated based on the total valence of oxidizing agents and reducing reagents using the propellants and explosives chemistry concepts (Jain et al., 1981). The auto-ignition (combustion) of a stoichiometric mixture of metallic nitrates and urea allocated in a stainless-steel container in a conical reactor with a production capacity of 200 g/batch (see Fig. 1). The temperature of the combustion reaction was measured every 5 s with the aid of an infrared pyrometer (Raytek, model RAYR3I ± 2 °C).
2.3 Catalytic test
The performance of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was evaluated in the synthesis of biodiesel from residual oil via TES reaction. Before biodiesel synthesis, the residual oil was filtered (filter paper ₵15,00
0,15 cm) to remove the suspended particulate matter. The catalytic tests were conducted in duplicates and a pressurized stainless-steel reactor equipped with a pressure gauge, a thermocouple inlet duct, a borosilicate glass (80 mL). The conditions of the experiment were 30 g oil mass, time 1 h, and alcohol/oil ratio (15:1), see Table 1. The heating and agitation of the system were carried out with the aid of a plate model IKA C-MAG HS 7, external electrical resistance, and a magnetic bar of approximately 2.5 cm. After the reactions, the products of the catalytic tests were centrifuged to separate the catalyst, purified, and dried in an oven at 110 °C for 20 min with manual stirring at 5-minute intervals. *Fixed conditions: 30 g oil mass, time 1 h, and alcohol/oil ratio (15:1).
Variables
Levels
−1
+1
(1) Catalyst concentration (%)
3
5
(2) Temperature (°C)
180
200
(3) Alcoholic route
MET
ET
2.4 Statistical analysis
For the analysis and optimization of the biodiesel synthesis from residual oil, a 23 factorial experimental design was drawn up in which it was analyzed the response surface and Pareto graph, evaluated using the Statistic 7.0 program. Table 1 describes the input levels and variables for the proposed planning.
The temperature, catalyst concentration, and alcoholic route were the factors considered in the 23 factorial experimental design. The three levels for the selected factors were determined from preliminary experiments and literature published elsewhere (Dantas et al., 2020) (Table 1). The conversion of residual oil into biodiesel was performed as the answer to determine the optimized parameters. The effect of the independent factors on dependent factors was analyzed according to Eq. (1):
2.5 Catalyst reuse
The reuse tests were accomplished under the best reaction conditions established by the experiments and experimental planning. Before each reuse step, the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was removed from the synthesis products and clean with water 70 °C and hexane 99% (C6H14). After biodiesel synthesis, the catalyst was removed from the reaction medium using the following experimental procedure: application of an external magnetic field (magnet), washing with hot distilled water (∼60 °C), washing the hexane solvent, centrifugation for 15 min, and oven drying at 110 °C for 24 h. This experimental procedure was adapted from the work published by Dantas et al. (2020). Finally, the reuse tests were performed under the best reaction conditions established by the experiments and experimental planning with the tested catalyst.
2.6 Characterizations
The ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst synthesized was characterized by X-ray diffraction (XRD) using a BRUKER X-ray diffractometer (model D2 PHASER, Cu-Kα radiation), operating with 30 kV and 10 mA. The angular step and counting time used were 0.016° and 44 min, respectively. The crystallite size was calculated with the aid of the Scherrer equation (Klug and Alexander, 1974), and from the peak of the most intense basal reflection, spinel d(3 1 1). The identification of the main crystalline phases was performed with the DiffracPlus Suite Eva software and Joint Committee on Powder Diffraction Standards (JCPDS). The quantification of each main crystalline phase was carryout by the Rietveld refinement (Rietveld, 1967; Moulton, 2019) with the aid of Diffrac. Topas software. The residual error of the Rietveld refinement was calculated from Eq. (2), which Wi = 1/Iobs and Iobs e Icalc are the observed and calculated intensities for each step, respectively.
The surface of the catalyst was characterized using the nitrogen gas adsorption and desorption technique. All experiments were carried out in a Quantachorme model NOVA 3200 equipment. The surface area and pore diameter were calculated using the Brunauer, Emmett, and Teller (BET) and by Brunauer, Joyner, and Halenda (BJH) methods, respectively.
The morphological aspects of the catalyst sample were acquired by scanning electron microscopy (SEM), brand Tescan, model Vega3. The Laser diffraction technique was used to measure the particle size distribution using a nanoparticle analyzer SZ-100 series (HORIBA Scientific).
Hysteresis plots were measured at room temperature using a vibrating sample magnetometer (VSM, Lake Shore model 7404), with a maximum applied magnetic field of 13,700 G. Saturation magnetization (Ms), remaining magnetization (Mr), and coercive field (Hc) were the properties obtained from this experiment.
The acidity of the catalyst was determined through desorption analysis at the programmed ammonia temperature (TPD-NH3) in the SAMP3 multipurpose analysis system. Approximately 100 mg of sample was pretreated at 400 °C under helium atmosphere (30 mL.min−1). Then, the temperature was reduced to 100 °C, and the sample was subjected to ammonia current, for chemical adsorption, for 45 min. In the final step of the adsorption process, NH3 molecules were removed at 100 °C for 1 h and helium flow rate 30 mL.min−1. The thermograms were obtained on heating (from 100 °C to 800 °C), at 10 °C.min-1, and under a helium flow rate (30 mL.min−1).
Thermogravimetric analysis (TG/DTG) was performed using Perkin Elmer STA 6000 TG-DTA equipment in N2 atmosphere with the flow of 20 mL.min−1 and heating rate of 10 °C.min−1, using 10 mg of sample in an alumina crucible, and a temperature range from 30 to 850 °C;
The percentages of methyl or ethyl esters were determined via gas chromatography, using a chromatograph (VARIAN 450c) instrument with a flame ionization detector and a capillary column as the stationary phase (Varian Ultimetal “Select Biodiesel Glycerides RG”; dimensions: 15 m × 0.32 mm × 0.45 mm). The initial injection temperature was 100 °C, the oven temperature was 180 °C, and the detector operated at a temperature of 380 °C.
The acidity index (official AOCS method, Cd 3d-63) was used to characterize both the residual oil and the products resulting from the catalytic tests. It was possible to quantify the mass yield of synthesized biodiesel, considering the initial mass of the residual oil in the TES reaction, assuming that the complete reaction of a specified amount (x) of residual oil leads to the achievement of 100% yield mass (X) of biodiesel. Therefore, the percentages of mass yields were defined and calculated as the values that express the masses of the final products of the reactions after the purification processes.
3 Results and discussion
3.1 Influence of reaction time and temperature on catalyst synthesis
Fig. 2 shows the combustion reaction behavior measured during the synthesis of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. In summary, it was possible to identify three stages, where stage 1 was characterized by an oscillation in temperature that favored the evaporation of moisture followed by liquefaction of the reagents. In stage 2, the formation of the “mushroom” was observed (due to an increase in viscosity), followed by an excessive gas release. The ignition of the reagents combustion occurred in the final part of stage 2 (∼1500 s). Stage 3 was instantaneous (∼10 s) and reached a maximum temperature of 316 °C. In this last stage, there was the formation of an orange flame with a continuous and intense gas release. Still in step 3, it was possible to see a reaction explosion with flaking of the reaction product. The yield of the synthesis of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was 82.93%, more precisely 165.8 g of catalyst per batch.Shows the combustion reaction behavior measured during the synthesize of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst.
As the maximum temperature reached during the synthesis was relatively low (<500 °C), the materials synthesized have a high surface area, and a very pronounced nanometric characteristic, therefore, is suitable for its use as catalysts. This constitutes ease and versatility of the combustion reaction technique because, due to the control of the synthesis temperature, it becomes possible the morphological and structural control of the material, which is required for a given application (Dantas et al., 2017).
3.2 X-ray diffraction (XRD)
Fig. 3 shows X-ray diffraction obtained from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst synthesized via a combustion reaction. The following crystalline phases were identified, inverse spinel of Ni-Zn ferrite (JCPDS 52-0278), hematite (JCPDS 89-0599), and zinc oxide (JCPDS 36-1451). The total crystallinity of the synthesized material was estimated at 43%, and the average crystallite size (calculated by Scherrer equation (Klug and Alexander, 1974; Avila et al., 2019) was equal to 25 nm. The estimated low crystallinity presented probably is related to the low-temperature of synthesis of the catalyst via combustion reaction (316 °C, see Fig. 2). This result is in agreement with other works that synthesized materials via combustion reaction and with a chemical composition similar to the one studied in this work (Dantas et al., 2020; Mapossa et al., 2020).X-ray diffractogram obtained from ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst.
Fig. 4 shows the Rietveld refinement accomplished on the X-ray diffractogram obtained from a ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. From this analysis, it was possible to see that the hematite was the major crystalline phase (55.87%); the inverse spinel of Ni-Zn ferrite was the second most abundant crystalline phase (36.96%), and zinc oxide was the crystalline phase with the lowest percentage (7.16%). Table 2 summarizes the crystalline system, percentage of the crystalline phases, and the space groups calculated from the Rietveld refinement. In general, it is observed that the calculated parameters were very close to the theoretical values, and the values of the GOF, Rwp, and Rexp were 2.87, 0.99, and 0.35, respectively. Similar results were related by Mapossa et al. (2020).Rietveld refinement accomplished from the X-ray diffractogram of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst.
Lattice parameters (Å)
crystalline system
crystalline phases (%)
space groups
a = 5.09 e c = 13.45 Reference*: a = 5.02 e c = 13.73
Fe2O3 (Rhombohedral)
55.87
R-3cH
a = b = c = 8.41 Reference*: a = b = c = 8.38
Ferrite (Ni-Zn) (Cubic)
36.96
Fd-3mZ
a = 3.23 e c = 5.42 Reference*: a = 3.24 e c = 5.20
ZnO (Hexagonal)
7.16
P63mc
3.3 Textural analysis by nitrogen adsorption (BET)
Fig. 5 shows the N2 adsorption/desorption isotherms measured from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. The isotherm obtained is of type III; which is an indication that the adsorption process is characteristic of non-porous or macroporous materials (Alothman, 2012). Also, the isotherms showed an inflection at a relative pressure (P/P0) of approximately 0.2 cm3/g, which is also indicative of the presence of micropores (Alothman, 2012).N2 adsorption/desorption isotherms of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst, in which SBET and dP correspond to specific surface area and pores diameter, respectively.
In agreement with IUPAC, solids containing pores diameter greater than 50 nm are called macroporous, between 2 and 50 nm are mesoporous, and those with pores smaller than 2 nm are called of microporous. The measured pore diameter from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was equal to 3.33 nm. Thus, the pore diameter and the isotherm profile corroborate with the indication that the synthesized catalyst has a mixed surface, that is, non-porous regions and other regions that have mesoporous or microporous.
The specific surface area values (SBET) measured from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst was 52.9 m2g−1. This value is considered relatively high and is a consequence of the method used to synthesize the catalyst (combustion reaction at temperatures below 500 °C). The fact of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 has a relatively high specific surface area and nanometric characteristics make it an excellent candidate to be used as a catalyst. Some studies report that the synthesis temperature is a significant factor in obtaining materials with high surface area and nanometric characteristics. Materials synthesized at high temperatures (>1000 °C) have surface changes that are more pronounced, and in some cases, these modifications considerably reduce the surface area and active sites of catalysts, which negatively affect their catalytic activity (Tang et al., 2012).
3.4 Scanning electron microscopy (SEM) and particle size distribution
Fig. 6a–b shows SEM images obtained from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. It is possible to observe several clusters of different sizes (Fig. 6a). This characteristic is more evident in Fig. 6b, where it was possible to detect agglomerates with high porosity and dimensions between 20 μm and 10 μm, respectively. These results are in line with the discussion as mentioned earlier about the specific surface area analysis when it is indicated that the catalyst obtained has disordered surface characteristics with non-porous regions and other regions that have mesopores or micropores with different types of shapes and sizes. The high porosity is due to the release of large quantities of gas during the synthesis process by combustion reaction (see step 3 in Fig. 2). Still in Fig. 6a–b, both indicate a surface with a certain roughness, it is also possible to infer that the particles are weakly connected in an interparticular way. Similar results were observed by Tatarchuk et al. (2020) when studying the morphology of zinc spinel type ferrites.a–b SEM images acquired from the surface of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst.
Fig. 7 shows the cumulative curve of the distribution range of the agglomerates (“S” shape) and histogram of the frequency of the distribution of agglomerate populations with the same diameter (first derivative of the distribution curve) measured from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. The distribution range of the particle diameter was between 20 nm and 100 nm, with an average diameter of 39.2 nm.Granulometric distribution of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst.
From the distribution of the clusters, it was possible to observe that all samples showed a symmetrical and monomodal distribution of clusters, indicating samples with most of the total number of their clusters, as well as a finer particle size between them (values < 100 nm). Such a result can be associated with the characteristics of particle size; smaller particle diameters necessarily imply a more remarkable ability to agglomerate by electrostatic forces.
3.5 Acidity of the catalysts via –NH3-TPD
The structure, shape, and reactivity of the catalyst surface have a strong interaction with nature, the number and the intensity of the active sites available for the reaction. Thus, the reactivity of the catalyst surface is one of the inherent characteristics and its processing method. Therefore, to obtain a better precision of the surface reaction and to verify if this material is promising for catalysis, one must understand the acidity and alkalinity of the catalyst. (Dantas et al., 2017). In this way, the active acid sites of ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 were determined via TPD-NH3 analysis, see Fig. 8.TPD-NH3 curve for the catalyst ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3.
Still in Fig. 8, it is possible to identify three NH3 desorption peaks. The first peak presented greater intensity, occurred at 208 °C, and is related to weak to moderate acidic sites. The second and third peaks occurred at 493 °C and 595 °C, respectively. These peaks are related to the strong acidic sites. The temperatures and intensity of the peaks observed in this work are in agreement with Dantas et al. (2017) and Dantas et al. (2020).
Table 3 lists the results obtained from the TPD analysis. The acidity of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst was calculated from the integration of the Gaussian curves observed in the TPD-NH3 analysis. The result indicated the existence of two types of NH3 desorption sites, which the first peak related to weak and moderate acid sites, represented by the temperature range between 100 and 350 °C, while the strong acidity sites are in the range temperature between 450 and 650 °C. Similar results were also reported by Masiero et al. (2009).
Catalyst
Peak
Temperature (°C)
Acidity (μmol/g de NH3)
Type of Acidity
ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3
1
208
169
Weak/Moderate
2
493
73
Strong
3
595
14
Strong
Total acidity = 256 μmol/g de NH3
Therefore, from TPD-NH3 analysis, the desorption events present in the samples showed concentrations corresponding to weak, moderate, strong acidic sites, and the calculated values were 169, 73, and 14 μmol/g of NH3, respectively. The sample had a total acidity of 256 μmol/g of NH3. From the highlighted results, it is possible to conclude that the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst has a strong acid character. Also, the results shown in this work corroborate with studies published by Dantas et al. (2020) and Mapossa et al. (2020), which investigated acidic sites by means TPD-NH3 analysis, and confirmed the presence of weak, moderate, and strong total acidic sites for spinel-type ferrites with composition chemistry, structure, and morphology similar to those synthesized in this work.
3.6 Magnetic measures
Fig. 9 shows the dependence of magnetization (M) as a function of the applied magnetic field (H) for the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst. From the hysteresis curve, it is possible to conclude that the studied catalyst has characteristics of soft magnetic materials. The low values of remaining magnetization (Mr = 6.12 emu/g) and coercivity (Hc = 5.3 G) support this information, since the magnetic hysteresis cycle is shown is narrow. Also, the well-defined S shape of the hysteresis curve is indicative that the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst has ferrimagnetic properties (Wang et al., 2012; Nihore et al., 2019).Hysteresis curves (M × H) measured from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst.
Also, in Fig. 9, the low value of the remaining magnetization (Mr) observed can be explained in terms of the composition of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst, since there is coexistence between crystalline ferromagnetic phases (55% Fe2O3), (36.96% Ni0.5Zn0.5Fe2O4) (Dantas et al., 2020, Shi et al., 2017), and diamagnetic phase (7.16% ZnO) (Franco et al., 2017). Similar results have been reported in the literature (Diniz et al., 2017) for the Ni-Zn system by microwave energy, where its magnetic characteristics are of a ferrimagnetic material (Hajalilou et al., 2015). Also obtained Ni-Zn ferrites synthesized by high-energy grinding and found that their magnetic hysteresis characteristics were presented in an “S” format with a unique coercive field. The results of this work corroborate those reported in the literature, emphasizing that the material is magnetic and its application in obtaining biodiesel because under the incidence of an external magnetic field, the catalyst will be easily removed from the reaction medium and thus reused.
The fact that the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst has magnetic properties can help minimize the cost of biodiesel production since the catalyst can be easily removed from the reaction medium by applying an external magnetic field (magnet). Thus, magnetic separation is a relevant alternative to filtration and/or centrifugation since it contributes to reducing the loss of the catalyst and increases the reuse capacity, making the cost-benefit of the catalysts quite promising for industrial applications (Vieira et al., 2014).
3.7 Performance of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalytic
Fig. 10 shows the conversion of residual oil into esters and the mass yield obtained from the TES reaction through the ethyl and methyl routes catalyzed by ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3. All experiments were accomplished in agreement with the experimental planning indicated in Table 1. In general, it was possible to observe (Fig. 10) that the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst was active and satisfactory conversions were obtained in esters of fatty acids, in 96.1% ethanolysis, and 92.5% methanolysis. The best catalytic activity was obtained for the ethyl route, which is beneficial for the process since the alcohol used is less polluting and comes from the culture of sugarcane (Shikida and Bacha, 1998). The efficiency of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst may be associated with the presence of acidic and basic sites (see the results obtained in Section 3.6), which gives the system great versatility, such as the possibility of conducting simultaneous esterification and transesterification reactions.Shows the percentage results of the effective mass yields, conversion of the residual oil into ethyl, and methyl esters obtained in the presence of the ZnO- ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst.
The experimental data shown in Fig. 10 also made it possible to observe that the profile of mass yield in biodiesel corroborates the profile of conversion into ethyl esters obtained from the tested reaction condition that showed the best catalytic activity, i.e., 30 g oil mass, time 1 h, and alcohol/oil ratio 15/1, 5% by weight of catalyst and 200 °C.
Besides, regard to the percentage of acidity index reduction (Fig. 10), it was possible to verify that in all reactions, there were still unreacted free fatty acids. However, this occurs with greater emphasis on milder conditions of the percentage of catalyst and temperature. For example, using 3% catalyst and 180 °C, there was a reduction in the acidity of biodiesel by an average of only 44%, on the other hand, when elevated conditions reactions of the percentage of catalyst (5%) or temperature (200 °C), occurs a greater consumption of the fatty material available in the reaction, causing percentages of acidity reduction and conversions in higher esters, respectively, in the methyl route (88.4% and 92.5%) and the ethyl route (84.4% and 96.2%) using the so-called optimal conditions.
3.8 Statistical analysis
Oprime et al. (2017) emphasize in its research the importance of developing and using a formulation well resolved by process optimization methods through experimental planning, thus reporting the gain in time and amount of experiments as well as total process costs. In this context, in the present work, the statistical study was carried out, and Table 4 describes the planning matrix used to analyze the statistical data on biodiesel production from reaction TES, using the magnetic catalyst and residual oil through the routes methanolic and ethanolic.
Run
Catalyst (%)
Temperature (°C)
Alcoholic route
Conversion 1
Conversion 2
Average Conversion
1
3
180
ET
87.0
90.8
88.9 ± 1.8
2
3
180
MET
79.7
80.1
79.9 ± 0.1
3
3
200
ET
72.8
71.9
72.4 ± 0.4
4
3
200
MET
64.7
52.6
58.7 ± 6.0
5
5
180
ET
76.3
76.6
76.5 ± 0.1
6
5
180
MET
92.6
92.3
92.5 ± 0.1
7
5
200
ET
95.7
96.5
96.2 ± 0.0
8
5
200
MET
90.1
92.8
91.5 ± 1.3
Based on Table 4, it was possible to infer that the best catalytic condition for biodiesel’s synthesis from residual oil was verified in experiment 7 since this favored a higher conversion into esters (96.16 ± 0.08). Still, it was possible to verify that was obtained using ethyl alcohol, which is beneficial because besides being considered less toxic, it is produced directly from sugarcane. It is relevant to highlight that Brazil in the world ranking, is among the largest producers of sugarcane, trailing only Colombia, Australia, China, and the USA.
The responses of the statistical analysis carried out for the synthesis of biodiesel by TES from residual oil were evaluated using the Pareto graph, see Fig. 11.Pareto graph resulting from 23 factorial planning for the conversion of biodiesel.
Analyzing the Pareto Graph (Fig. 11), it is possible to observe that the statistical analysis indicates 95% reliability (p < 0.05) (Gan et al., 2010), showing as significant variables: quantity of catalyst (%) and temperature, as well as the effects of secondary interaction, the quantity of catalyst × temperature (1by2), the quantity of catalyst × alcoholic route (1by3), and the interaction between temperature × alcoholic route (2by3). From this analysis, it was possible to conclude that the variable quantity of catalyst (%) and the secondary interactions (1by2) and (1by3) had a positive influence. In contrast, the variable temperature and the secondary interaction (2by3) had an influence negative. These observations are confirmed through the data in Table 4 and Fig. 10, suggesting that a mass increase in the quantity of catalyst significantly increases the conversion of residual oil into biodiesel through TES reaction.
Fig. 12(a) illustrates the level curves obtained as a statistical response of the independent input variables: quantity of catalyst (%) and temperature. The reliability of the analysis was p < 0.05, see Fig. 11. Fig. 12(b) illustrates the results obtained from the linear regression model (Eq. (3)), which dependence between a dependent variable or response (the content of converted esters) and a series of values (predicted results) of the independent variables describes the experimental data versus the predicted ones.(a) Curve level for biodiesel conversion with the interaction between temperature and quantity of catalyst; (b) Expected results versus experimental products of conversion to methyl/ethyl ester for the TES reaction. *The line corresponds to the zero error between the experimental and the predicted values.
The effect of secondary interaction between the percentage of catalyst and reaction temperature was better evaluated from the level curve (Fig. 12a). It was possible to observe that for high levels (+1) of temperature (200 °C), and quantity of catalyst (5%), the conversion of biodiesel was maximum (close to 100%), corroborating what was observed in the Pareto graph (Fig. 11). However, maintaining the upper level (+1) of the percentage of catalysts, at both temperatures studied, the conversion into esters remained at or above 85%. Therefore, it was possible to infer that the catalyst variable is the most significant and shows an excellent catalytic behavior of the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic composite.
In the investigated region, the response surface is described satisfactorily by the linear mathematical model given by Eq. (3), which presented an R2 of 94% and which defines the plane represented in perspective on the contour line (Fig. 12a), from according to the experimental planning carried out for the TES reaction of the residual oil, which best represents the data collected, analyzed and adjusting to the data in Table 4.
The linear regression model (Fig. 12b) specifies the linear relationship between a dependent variable (or response) and a series of the predicted independent variables. This linear model governed by Eq. (3), represents a good description of the experimental data related to the content of the converted esters. It is possible to see in Fig. 12b that the results obtained experimentally are close to the values predicted by the model, considering that the modeling shows a correlation factor (R2) equal to 0.94. This figure shows that the model represents a relatively good description of the experimental data related to the methyl/ethyl ester content at 1 h reaction time and the alcohol-oil ratio of 1/15. The modeling results showed that the most significant effects were the linear effects of the quantity of catalyst, temperature, and the combined effects between temperature, catalyst concentration, and alcoholic route. The other effects showed less significance.
The suitability of the linear model was also tested by analysis of variance (ANOVA) according to Table 5.
Variation Source
Quadratic Sum
Degree of Freedom
Quadratic Average
FCalculed
Fcal/Ftab
Regression
2169.52
6
361.59
22.06
6.54
Waste
147.51
9
16.39
–
–
Lack of Adjustment
63.12
1
63.12
5.98
1.13
Pure Error
84.39
8
10.55
–
–
Total
2317.03
15
F tabulated Regression
3.37
6
F tabulated Lack of Adjustment
5.32
9
% Mx. Explained
93.63
% Mx. Explainable
96.36
R2
0.94
Fit Quality
0.89
S (standard regression error)
4.05
The ANOVA results (Table 5) for biodiesel production showed the Fcal/Ftab value of 6.54, which indicates that the model was statistically significant. Therefore, the regression model is given in Eq. (3) was a reasonable prediction of the experimental results, and the factors affected were real at a 95% confidence level, as already observed in Fig. 11. Based on all the statistical planning, we can conclude that the planning gives the optimized condition at a 95% confidence level. The maximum conversions in esters would be observed: upper level (+1) for the catalyst quantity variables (5%) and temperature (200 °C) and lower level (−1) for the alcoholic route variable (methyl route).
3.9 Reuse assessment
The recovery of magnetic particles for reuse in catalytic processes, in the most varied applications, has been highly reflected in the literature (Baskar et al., 2018; Dai et al., 2017; Guldhe et al., 2017). In the field of biodiesel production, some authors have already started to report excellent performances; for example, it is mentioned in (Ashok et al., 2019) with the use of nanoparticles of the ZnFe2O4Mn magnetic catalyst. Saxena et al. (2019), using magnetic Fe III nanocatalysts doped with ZnO, obtained high catalytic activity for the production of biodiesel, around 90 ± 2%, and exhibited excellent transesterification capacity after its reuse. About the reuse of heterogeneous catalysts, this is one of the advantages highlighted in the literature and in this case, those catalysts with intrinsic magnetism are considered an advantageous resource, as they can promote different results in terms of recovery and reuse (Dantas et al., 2020; Farias et al., 2020).
In this context, the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst was reused in the TES reaction using the optimized conditions: 30 g oil mass, time 1 h, and 15/1 alcohol/oil ratio, 5% by weight of catalyst and 200 °C. The conversion results obtained on reuse are illustrated in Fig. 13.Results of reuse tests obtained from the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 magnetic catalyst in TES reactions.
Based on Fig. 13, it is possible to see that after 2 reuses, a loss of about 19.23% in efficiency in the catalytic activity was found. However, it was found that the catalyst showed an average conversion of 90.29 ± 0.44%. Therefore, the magnetic catalyst sample is economically viable for practical industrial applications.
To assess possible structural modification on the ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 catalyst during the TES reaction, thermogravimetry analyses were performed before the first catalytic test, and XRD analyses were accomplished before and after the catalytic tests.
As shown in Fig. 14(a), there was no significant structural change in the catalyst after evaluating its useful life, when comparing the two diffractograms before and after the TES reaction. Also, it was possible to observe that the structural parameters remained unchanged, i. e., crystallinity and crystallite size showed a value of 41.2% (before 43%) and 26 nm (before 25 nm). This characteristic was confirmed with the aid of thermogravimetric analysis (Fig. 14(b)), where it was possible to observe that in the range up to 200 °C (maximum temperature used in TES reaction), it refers to the mass loss corresponding to humidity. According to Farias et al. (2020), subsequent mass loss events are attributed to decomposition processes and do not interfere with the TES reaction, since that the temperatures (180 and 200 °C) used in this work were lower. It is also possible to verify that the catalyst shows up to 800 °C, a total loss of mass of only 4.66%, where stabilization is verified. This statement is consolidated in the literature (Silva et al., 2019; Dantas et al., 2020; Farias et al., 2020) that indicates the thermal stability of spinel-type ferrites, starting at 800 °C. Based on the above, it is evident that there was no structural modification in the catalyst produced after the TES reactions, and the thermal stability of the same was also proven.(a) X-ray diffraction for the catalyst of ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 before and after the TES reaction, (b) Thermogravimetric analysis (TGA) of the catalyst of ZnO-Ni0.5Zn0.5Fe2O4-Fe2O3 before the TES reaction.
These data suggest that the decrease in catalytic capacity of the catalyst after the second cycle of reuse may be related to the residual presence of triglycerides, and/or unconverted fatty acids and/or impurities arising from the frying process in the residual oil that were possibly adsorbed on the surface of the catalyst, preventing the participation of the active sites available for the reaction. Therefore, it becomes clear the need to optimize the cleaning process of the residual starting oil and the catalyst after TES reaction, for greater efficiency in subsequent reactions.
4 Conclusion
The Fe2O3-Ni0.5Zn0.5Fe2O4-ZnO magnetic catalyst was synthesized on a pilot-scale using combustion reactions. The pilot-scale production was safe, reproducible, and efficient. The catalyst synthesized is ferrimagnetic (6.12 emu/g), polyphasic (Fe2O3-Ni0.5Zn0.5Fe2O4 - ZnO), nanometric (24 nm), and with high surface area (SBET = 52.9 m2g−1). Before, the use of factorial design made it possible to evaluate the process in a multivariate manner, leading to the identification of variables that significantly influenced the response variable (conversion of residual oil into esters). The factorial design allowed to identify the influence of the variables (percentage of catalyst, alcoholic route, and temperature) on the TES reaction, which, according to the statistical study, the quantity of catalyst and temperature followed by secondary interactions between all input variables (percentage of catalyst, temperature, and alcoholic route), were the ones that most affected the value of the response variable, with a significance level of 95%. The catalyst was effective in all conditions tested with conversions from 58% to 96%, with significantly promising results in the ethyl route. From the results obtained, it can be concluded that the studied catalyst can be successfully applied in the production of biodiesel, as the advantages have surpassed traditional methods since this polyphasic catalyst is a new product with innovative, magnetically active, and sustainable characteristics, and had a catalytically active useful life for two reuse cycles.
Acknowledgments
The authors thank CAPES/CNPq for their financial support.
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