3.1. Catalysts characterization
The XRD patterns of the NMM, NMB, and NMC catalysts obtained from MBCUS, BBTPFS, and CBTPFS, respectively, are displayed in Fig. 6. High amorphousness, peak overlaps, and weak peak intensities make it difficult to identify the different phases involved in fly ash-derived NMM, NMB and NMC catalysts using XRD analysis. There are many crystalline peaks with a lower degree of crystallinity and amorphous patterns in the diffraction patterns of NMM, NMB, and NMC. The NMM catalyst showed prominent diffraction peaks (2θ) at 26.78° and 28.49° angles. Silicon dioxide (SiO₂) in its quartz phase at 2θ = 26.78∘ and 2θ = 28.49∘ is a common match in NMM. In minerals such as quartz (SiO₂) phases, the (111) plane is frequently represented by a 2θ = 28.49°. According to Bragg's Law (n.λ = 2d.Sinθ), an interplanar spacing (d) of roughly 3.11 A˚ is equivalent to a 2θ = 28.70∘. NMM revealed the presence of Ni and Mo at diffraction peaks (2θ) at angles of 50.32° and 40.66° 2θ = 26.78∘ with low intensity respectively and also confirmed by the SEM-EDX spectrum (Fig. 7 and Fig. 8). NMB catalyst exhibited strong diffraction peaks (2θ) at angles of 28.71°, 18.63° and 26.62° for silicon dioxide (SiO₂) in its quartz phase. Furthermore, as illustrated in Fig. 6, NMB also demonstrates the presence of TiO2, CaO, MgO, Ni, and Mo at various diffraction angles. In contrast, the main crystalline phases of the NMC catalyst were identified as quartz, mullite and hematite. With a chemical composition of 3Al2O3.2SiO2, mullite is an alumino silicate that shows peaks at 16.41, 25.98, and 40.82 at 2θ values. The quartz (SiO2) exhibits peaks at 2θ values 20.82, 26.25, and 26.62, while hematite (Fe2O3) exhibits peaks at 33.20, 37.0, and 39.25. XRD data for the synthesised catalysts observed almost in line with the findings of other researchers [8–14]. The XRD diffraction pattern demonstrated that Ni and Mo were successfully impregnated on the supports and this was coherent with the outputs of the SEM-EDX analysis conducted (Fig. 7 and Fig. 8).
The SEM and TEM analyses of the NMM, NMB, and NMC catalysts are displayed in Fig. 7. The EDS analysis associated with the SEM results for each catalyst is displayed in Fig. 8. The existence of O (SiO2), Mg (MgO), Si (SiO2), Cl (KCl), K (MAD-10 Feldspar), Ca (Wollastonite), Ni (Ni) and Mo (Mo) was verified by the NMM's EDX analysis. However, the NMB's SEM–EDX examination verified the presence of C (CaCO3), O (SiO2), Mg (MgO), Al (Al2O3), Si (SiO2), K (MAD-10 Feldspar), Ca (Wollastonite), Ni (Ni) and Mo (Mo). The existence of C (CaCO3), O (SiO2), Al (Al2O3), Si (SiO2), K (MAD-10 Feldspar), Ti (Ti), Ni (Ni), and Mo (Mo) was also verified by the NMC's SEM–EDX investigation. Table 3 shows the elemental makeup of the NMM, NMB, and NMC catalysts. As indicated in Table 3, it indicates that the elected spots have significant elements. Table 3 depicts that the EDS results are very much comparable and strengthening to the XRD data (Fig. 6) [10–18]. The NMM, NMB, and NMC catalysts have irregular shapes with nanoscale dimensions (100 nm) and voids or pores dispersed throughout the catalytic surface with micro and macro porosity, as illustrated in Fig. 7 and Fig. 8.
Table 3
Elemental composition of NMM, NMB and NMC catalysts (EDX analysis)
| Catalysts | Elements | C | O | Mg | Al | Si | Cl | K | Ti | Ca | Ni | Mo |
| NMM | Atomic (%) | - | 59.33 | 2.35 | - | 9.54 | 3.46 | 16.43 | - | 2.58 | 2.56 | 3.75 |
| Weight (%) | - | 35.79 | 2.16 | - | 10.10 | 4.62 | 24.23 | - | 3.89 | 5.66 | 13.55 |
| NMB | Atomic (%) | 12.71 | 59.59 | 2.24 | 1.28 | 5.75 | - | 0.65 | - | 10.63 | 2.24 | 4.91 |
| Weight (%) | 6.33 | 39.55 | 2.26 | 1.43 | 6.70 | - | 1.06 | - | 17.68 | 5.47 | 19.52 |
| NMC | Atomic (%) | 22.04 | 54.25 | - | 8.49 | 10.22 | - | 0.24 | 0.31 | - | 2.40 | 2.06 |
| Weight (%) | 13.16 | 43.16 | - | 11.38 | 14.27 | - | 0.46 | 0.74 | - | 6.99 | 9.83 |
Figure 9 shows the weight loss as a function of temperature using the TGA thermograms of the MBCUS, BBTPFS, CBTPFS, and synthetic catalysts in the temperature range of 30 to 1000 oC. It is evident from Fig. 9(a) that about 11 wt.% losses were seen during the thermal decomposition of the uncalcined MBCUS catalyst in N2 medium, while 8% losses were seen in air medium in the temperature range of 100–200 oC. In case of uncalcined BBTPFS in N2 medium (Fig. 9b), calcined MBCUS in both N2 and air medium (Fig. 9a) and NMM in air medium (Fig. 9c), the weight loss observed was about 2% only in the temperature range of 100–200 oC. As illustrated in Fig. 9c, about 1 wt.% loss was noted in the case of NMM in N2 medium and for NMB in both N2 and air medium. The elimination of bound moisture and other contaminants at temperatures between 100°C and 200°C is responsible for this weight reduction. However, calcined CBTPFS, BBTPFS and NMC in both N2 and air medium do not exhibit any appreciable weight loss from the catalytic surface as a result of the calcination process [Fig. 9 (a), (b) and (c)].
In the second phase, all the catalytic materials were found to be moderately stable as no sharp changes were observed between the temperature range of 200–400 ◦C. It can be concluded that none of the catalytic materials undergo significant chemical breakdown. This could, however, be explained by the materials' loss of water of crystallization. Thereafter, heating the catalytic materials beyond the temperature of 400 ◦C, sharp weight loss was observed up to 700 oC. This weight loss is ascribed to the deterioration of biomass materials and the thermal decomposition of some alkaline earth metal carbonates into CO2 and CO and more specifically, the decomposition of alkali metal carbonates of Na, K, etc., into their respective metal oxides, in line with findings by [10, 11, 13, 19–22]. At temperatures between 30 and 1000 oC, uncalcined MBCUS and BBTPFS catalysts showed a total weight loss of about 21–30% in both N2 and air environments. In the same temperature range, calcined MBCUS and BBTPFS catalysts showed a weight loss of about 10% in both N2 and air media [Fig. 9 (a) and Fig. 9 (b)]. In contrast, the synthesized NMM, NMB and NMC catalysts were observed their total weight loss about 10%, 6% and 0.5% respectively in both N2 and air medium in the temperature range of 30-1000 oC (Fig. 9c). The synthesized catalysts clearly demonstrated their thermal stability and it is expected to play a key role during catalytic hydroprocessing of MFL.
FTIR analysis of catalysts
Figure 10 (a) displays the different absorption bands for the MBCUS at 2884, 2361, 1409, 940, and 669 cm− 1, BBTPFS at 2884, 2361, 1409, 1118, 1019, 871, 713, and 669 cm− 1, and CBTPFS at 2884, 2361, 1409, 1063, 812, and 669 cm− 1. The absorption bands appeared at 2884 and 2361 cm− 1 are attributed to the presence of calcium carbonate and silicate minerals. Furthermore, the existence of K, Ca, and other metal carbonates in MBCUS, BBTPFS, and CBTPFS is indicated by the stretching and bending vibrations of the (C = O) bond of carbonate ions (CO32− group) at 1409 cm− 1, 871 cm− 1 and 713 cm− 1, respectively. In MBCUS, BBTPFS, and CBTPFS materials, the Si-O-Si bond vibrations of SiO2 were detected at 1118, 1063, 1019, 940, and 812 cm− 1. The absorption band appeared at 669 cm− 1 is responsible for the existence of K2O, CaO and other metal oxides due to the bending and stretching vibrations of metal oxides. The lack of the OH functional group in MBCUS, BBTPFS, and CBTPFS materials indicates that there is no moisture present as reported in literatures [19, 20, 23–28]. The FTIR characterization data for present catalysts confirm that the catalysts consist of metal carbonates and metal oxides specifically K2CO3, CaCO3, K2O, CaO and SiO2.
Figure 10 (b) shows the various absorption bands observed for the NMM at 3300, 2890, 2346, 1645, 1463, 1394, 970, 822, 674 cm− 1, NMB at 2890, 2346, 1448, 975, 876, 812, 708 cm− 1and NMC at 2890, 2346, 1418, 1068, 950, 876, 797, 708 cm− 1. Broad peak signals that occur in NMM at 3300 and 1645 cm− 1 are attributed to O–H stretching vibrations, which show that moisture has been adsorbed onto the catalysts' surface. Since NMM was produced from MBCUS, which has a high capacity for moisture absorption, it appears to contain moisture. The presence of calcium carbonate and silicate minerals is responsible for the weak absorption bands that show at 2890 and 2346 cm− 1 in all catalysts. Furthermore, the presence of metal carbonates ions is indicated by the stretching and bending vibrations of the (C = O) bond of carbonate ions (CO32− group) at 1463, 1448, 1418, and 1394 cm− 1. The intensity of these peaks decreases as the nickel-molybdenum content is impregnated over the biomass and non-biomass derived supports as reported by authors [19, 23]. All catalytic supports primarily contain a varying degree of SiO2/ mesoporous silica contents. At wave numbers 674–1068 cm− 1, all catalysts have absorption bands that are frequently observed in Ni-Mo supported mesoporous silica materials. The FTIR result shows that NiMo/SBA-15 sample retained nearly identical absorption band structures at the wavenumbers corresponding to the silica material (812, 940, 1063, 1118 and 1019 cm− 1) as reported in literatures [19, 23, 29–34]. The inclusion of NiMo metals does not change the overall peak pattern in the FTIR spectra, indicating that the framework of MBCUS, BBTPFS, and CBTPFS support did not collapse during the catalyst synthesis procedures. The FTIR characterization data for present catalysts confirm that the catalysts consist of Ni-Mo on the catalytic supports materials which are in accordance with the analyzed XRD results (Fig. 6).
Catalytic hydroprocessing of MFL oil to produce biocrude
A 1.5 L volume of MFL oil was hydroprocessed for one hour at a constant temperature and pressure of 400 oC and 5 bar initial H2 pressure using a constant 3 wt.% of NMM, NMB, and NMC catalysts with impeller speed of 105 rpm. The internal vapor pressure was raised between 10 and 28 bar during the catalytic hydroprocessing. Catalytic hydroprocessing of MFL seed oil yielded biocrude, gaseous hydrocarbons and water contents. Water was formed when the oxygen bonds of the triglyceride molecules were reduced in an H2 environment during the catalytic hydroprocessing of MFL seed oil to produce biocrude. Under high temperature and pressure, hydrodeoxygenation, hydrodecarboxylation, and hydrodecarbonylation processes produced CO2, CO, and perhaps C1–C4 gases as gaseous byproducts of the hydroprocessing as reported by researchers [35, 36].
Using a blank reaction (without a catalyst) as a reference, the catalytic activity of the NMM, NMB, and NMC in the hydroprocessing of MFL oil were examined in comparison to commercial 10% Pd/C as a hydrogenation catalyst. The effect of catalyst and reaction environment on product (biocrude) quality and yield is evident from the catalytic experiment results compiled in Table 4. In brief, the performance of the catalyst was assessed in relation to the distillate recovery in liquid range (OLF yield), higher heating value (HHV), and biocrude acidity index (AI) (Table 4 and Fig. 11). Table 4 makes it clear that while the biocrude yield did not differ much between the catalysts, the yield of OLF, HHV, viscosity, and AI of biocrude did vary significantly. These variations are linked to the various reaction networks and pathways under various catalytic conditions (Table 4 and Fig. 11).
Table 4
Effect of reaction parameters on hydroprocessing of MFL oil using different catalysts (yields and biocrude properties)
| Catalyst | Blank | NMM | NMB | NMC | 10%Pd/C |
| Temperature (oC) | 400 | 400 | 400 | 400 | 350, 400 |
| Catalyst amount (wt%) | - | 3 | 3 | 3 | 1 |
| Duration (h) | 1 | 1 | 1 | 1 | 1 |
| Impeller Speed (rpm) | 105 | 105 | 105 | 105 | 105 |
| Initial H2 pressure (bar) | 5 | 5 | 5 | 5 | 5 |
| Final pressure (bar) | 25 | 11.3 | 10 | 11.7 | 28 |
| Yield (w/w %) |
| Gas phase | 4.3 | 4.2 | 4.7 | 4.5 | - |
| Water | 0.4 | 0.7 | 0.8 | 0.5 | - |
| Biocrude | 94 | 92.2 | 92.0 | 92.3 | - |
| Mass balance | 98.7 | 97.1 | 97.5 | 97.3 | - |
| Biocrude fuel property |
| Acidity index (mgKOH/g) | 135.5 | 115.8 | 95.74 | 108.8 | - |
| Higher heating value (MJ/Kg) | 38.52 | 39.78 | 40.52 | 37.68 | - |
| Iodine value (g I2/100g) | 120.6 | 109.5 | 110.5 | 116.5 | - |
| Viscosity (40 °C, cSt) | 13.34 | 9.87 | 8.46 | 9.52 | - |
| Recovery (v/v %) |
| a Organic Liquid Fractions (OLF) | 51.5 | 61.28 | 65.38 | 62.09 | 0.0 |
| b Organic Solid Fractions (OSF) | 48.5 | 38.72 | 34.62 | 37.91 | 100 |
| aOLF recovered by TBP distillation. bOSF residue in TBP distillation. |
Furthermore, irrespective of catalyst type, the main components of the biocrude were hydrocarbons, oxygenated compounds and organic acids, similar to the products of catalytic cracking of vegetable oil [35, 36]. However, without a catalyst, the production of hydrocarbon was insignificant and primarily comprised of organic acids and oxygenated compounds, produced by cracking of triglyceride molecules at high temperatures and H2 pressures (Table 4). Overall, the biocrude produced in this work had characteristics and a composition that were comparable to the cracking and catalytic cracking oils made from vegetable oils using basic catalysts (Na2CO3, K2CO3, alkali/alkaline earth oxide modified zeolites, etc.). The only discernible difference between our products and cracking products was the former's higher HHV and lower AI, which is probably related to the lower concentration of oxygenated components (fatty acids, aldehydes/ketones, etc.) and also suggests how the reaction atmosphere affects the composition of biocrude.
Based on these characteristics, NMB seems to be the best catalyst in this investigation, outperforming NMM, NMC, and Pd/C catalysts. NMB produced 63.45–64.5% product in the liquid range (OLF) in a one-hour reaction at 400 ◦C and 5 bar initial H2 pressure (Fig. 11). The catalytic performance of NMB was observed significantly higher compared to the conventional/commercial Pd/C catalyst. In particular, Pd/C demonstrated essentially no action in hydrogenating the unsaturated components found in MFL oil. In contrast, Pd/C is predicted to promote the polymerization of MFL oil's triglyceride molecules at high temperatures and pressures, resulting in a very viscous biocrude that is almost impossible to fractionate using the TBP distillation system (Table 4). It is envisaged that synthesized catalysts and commercial catalyst showed different chemical reaction network. However, Ni and Pd are both Group 10 metals with with distinct chemical characteristics. According to the experimental results, NMB worked best, and the biocrudes produced with NMB catalyst had the best fuel characteristics, the lowest AI, the highest HHV, and the highest OLF yield (Tables 4 and Table 5). This preeminence could be be explained by the fact that NMB contains 5% Ni and 10% Mo metals along with 52% alkali metal oxides present in BBTPFS, as compared to 45% and 25% alkali metal oxides in MBCUS and CBTPFS respectively with the constant composition of Ni and Mo in NMM and NMC.
Table 5
Fuel properties of liquid distillates obtained from TBP distillation of MFL biocrude
| Distillate’s Boiling Range (°C)/ Products | Catalyst Employed | Density (15 °C, g/cc) | Kinematic Viscosity (40 °C, cSt) | Flash point (°C) | Higher heating value (MJ/Kg) |
| Petro-gasoline | | 0.72–0.78 | 0.37–0.44 | -42.0 | 41.80 |
| 35–140 (Green Gasoline) | NMM | 0.76 | 0.64 | - | 40.45 |
| NMB | 0.74 | 0.65 | - | 40.43 |
| NMC | 0.75 | 0.64 | - | 40.52 |
| Petro-kerosene | | 0.81–0.93 | 5.2 | 35–38 | 42.80 |
| 140–180 (Green Kerosene) | NMM | 0.83 | 0.91 | 36.0 | 45.52 |
| NMB | 0.82 | 0.92 | 38.0 | 45.87 |
| NMC | 0.84 | 0.93 | 37.0 | 45.68 |
| Petro-diesel | | 0.81–0.89 | 2.0–5.0 | 52.0 | 43.5 |
| 180–370 (Green Diesel) | NMM | 0.83 | 2.81 | 74.0 | 45.25 |
| NMB | 0.85 | 2.80 | 78.0 | 45.45 |
| NMC | 0.84 | 2.82 | 80.0 | 45.50 |
Fuel property analysis of green hydrocarbons
The biocrude was distilled in the boiling range of 35–140 oC (gasoline range), 140–180 oC (kerosene range), 180–370 oC (diesel range), and 370–482 oC (petroleum wax) similar to petroleum refinery specifications. Additionally, in accordance with ASTM and EN standards, all significant fuel characteristics-such as density, kinematic viscosity, flash point, and calorific value, were ascertained and contrasted with those of traditional petroleum fuels (Table 5).
Green gasoline, green kerosene, and green diesel fractions made from the MFL biocrude employing NMM, NMB and NMC catalysts were found to have lower densities than gasoline, kerosene, and diesel fuels made from crude oil, respectively (Table 5). As anticipated, the products' lower density is caused by a higher proportion of alkanes and a lower concentration of oxygenated and aromatic components in line with the similar findings by [37–38]. Furthermore, with the exception of the gasoline fraction, kinematic viscosities of all the fractions are within the acceptable ranges for conventional fuels. With the exception of a slight variation in viscosity, the density and viscosity of green hydrocarbons satisfied the conventional standards. As the light fraction contents increased and, consequently, the reaction temperature ascended, the kerosene fuel's flash point naturally dropped. The kerosene product's flash point (36–38 oC) was comparable to that of petroleum-based kerosene fuel. Green diesel was shown to have a substantially higher flash point than petrodiesel. Green diesel can therefore be handled, stored, and transported more easily than conventional diesel under variable climatic conditions. In addition, the higher heating values for green kerosene and green diesel fractions were slightly higher than their counterparts that clearly indicates the higher contents of carbon and hydrogen in the green hydrocarbons. Furthermore, as seen in Table 5, the fact that all of the monitored parameters for green hydrocarbons are within the permissible ranges for petroleum distillates, if not better than their petroleum analogues and evidently indicates that green hydrocarbons can be utilized directly in place of drop in fuels.