Satyajit
Panda
ab,
Vedant
Joshi
bc,
Vivek Kumar
Shrivastaw
ab,
Subhashis
Das
d,
Mukesh
Poddar
a,
Rajaram
Bal
ab and
Ankur
Bordoloi
*ab
aLight and Stock Processing Division, CSIR-Indian Institute of Petroleum (IIP), Dehradun-248005, India. E-mail: ankurb@iip.res.in
bAcademy of Scientific and Innovative Research (AcSIR), Ghaziabad-201002, India
cPolymeric Material Area, Chemical and Material Science Division, CSIR-Indian Institute of Petroleum (IIP), Dehradun-248005, India
dDepartment of Chemical Engineering, Institute of Chemical Technology, Nathalal Paresh Marg, Matunga, Mumbai-400019, India
First published on 16th June 2023
Biogas has been highlighted as a renewable energy and local source for syngas production via reforming techniques to combat global warming effects and energy sustainability. The bireforming of methane is one of the most suitable processes for utilizing biogas as it provides a syngas (H2/CO) ratio of about 2, which is suitable to couple with downstream processes such as methanol and Fischer–Tropsch synthesis for the generation of liquid hydrocarbons. Metal–support interactions, surface acidity–basicity properties, and particle sizes play a pivotal role in reforming reactions. Herein, high surface area alumina was used with dopants ceria and magnesia, aiming to tune up the surface basicity and oxygen storage properties of the support. Over this, uniformly dispersed Ni and Co nanoparticles were synthesized via the deposition precipitation method. The doping of ceria and magnesia tuned the basicity of the support and showed an improved oxygen storage capacity favoring the inhibition of coke deposition and promoting catalyst activity and stability. The Ni–Co synergy not only provides a steady and excellent activity with conversion rates of 97% and 89% for CH4 and CO2 but also inhibits coke formation during 500 h long-term activity analysis.
Biogas primarily contains two global warming gases, namely, methane (50–70%) and carbon dioxide (20–40%), with trace amounts of other gases such as hydrogen, ammonia, hydrogen sulfide, oxygen, and nitrogen.4–6 The presence of impurities and the typical biogas composition is another obstacle to its application, depending on the feedstocks used, which should be free from impurities, including nitrogen, sulfur species, siloxanes, and ammonia. Also, anaerobic digestion with different reaction conditions can control biogas content ratios.
Introducing reforming techniques for synthesizing syngas from biogas is an emerging strategy that dramatically influences the rapid climate change and depletion of petroleum-based sources. To date, three reforming processes have been developed, among which only the steam reforming of methane has been industrialized. Nevertheless, the technique has a limitation as the product contains an H2/CO ratio of 3:1 and a substantial amount of CO2, which will be difficult to use directly for either methanol synthesis or Fischer–Tropsch synthesis.7 Dry methane reforming utilizes two major global warming gases, methane and carbon dioxide, in an equivalent ratio. However, due to the highly endothermic nature and rapid catalyst deactivation, the process is limited to the lab scale. In addition, syngas comes with a ratio close to 1, which is in a very low quantity and must be adjusted for further employment. Although the partial oxidation of methane can produce syngas with a desirable H2/CO ratio of 2 for Fischer–Tropsch synthesis, a highly exothermic nature generates local hot spot8 formation, fabricates explosions, and hinders its widespread application. In this scenario, bireforming, a combination of steam and dry reforming of methane,7 is a practical approach and has the potential to produce a syngas mixture ratio of 2:1. Since it produces the syngas ratio of 2:1 straightforward manner with no additional purification and auxiliary separation of byproducts, it is an emerging approach for the reforming of biogas. Another advantage of this reaction is that the H2/CO ratio can be controlled by adjusting the H2O/CO2 ratio to fulfill the downstream conditions.9,10 In addition, from the thermodynamic point of view, carbon deposition in the case of bireforming is much lower than that in dry and oxyreforming.11 Herein, both carbon dioxide and water are considered as oxidizing agents and help in the removal of deposited coke, due to which the catalytic activity and stability are enhanced.
Steam Reforming of Methane: CH4 + H2O → CO + 3H2 | (i) |
Dry Reforming of Methane: CH4 + CO2 → 2CO + 2H2 | (ii) |
Bireforming of Methane: 3CH4 + CO2 + 2H2O → 4CO + 8H2 | (iii) |
The primary reasons for coke deposition in the case of bireforming are the following reactions.
Methane Decomposition CH4 → 2H2 + C | (iv) |
Boudward Reaction: 2CO → CO2 + C | (v) |
Carbon Monoxide Hydrogenation: CO + H2 → C + H2O | (vi) |
The equivalent activation of CH4 and CO2 is one of the major parameters for limiting coke deposition, which can be possible through metal–support interactions through catalyst surface structure and support acidity–basicity. The higher surface acidity of the support favors the cracking of methane and generates carbon, which encapsulates the metal atom and deactivates the catalyst. On the other hand, surface basicity prefers CO2 dissociation, which produces more surface adsorbed oxygen that oxidizes the metal. Therefore, intermediate surface acidity–basicity with the good distribution of acidic and basic sites is one of the necessary requirements for bireforming. Group VIII elements and noble metals were widely investigated for the various reforming techniques of methane.12 Moreover, Bian et al.13 have proven that using Ni-based metal catalyst is the best alternative for reforming as it is readily available and economical. Iglauer and coworkers reviewed the use of Ni, Co, and Pt catalysts on various supports. Ni/γ-Al2O3 catalyst with a robust metal–support interaction showed long-term stability of 200 h at 850 °C and promising activity with a syngas ratio of 2.0 as well as 98% and 82% conversion of CH4 and CO2, respecctively.14 Wang et al. used Ir-based catalyst during their methane activation studies and proved that unembedded Ir activates methane and the active oxygen species to convert CHx intermediates, which favors a better CH4 conversion.15
Bimetallic systems are introduced, aiming to have better catalytic performance and less coke deposition than monometallic system.13 The better activity of bimetallics is correlated to the variation of active sites, complement & supplement of each other's advantages and synergetic effect-tuned electronic nature of metals. Furthermore, the higher binding nature of Co toward oxygen than Ni helps in CO2 adsorption, which results in the metal particle oxidation and hence the easy removal of coke during the reaction.16 On the other hand, Co-based catalysts, are very efficient toward soot oxidation, however, less active as compared to Ni based systems in BRM. Itkulova et al. used the bimetallic Co–Pt catalyst system for the bireforming of methane. They examined the response at 750 °C and obtained 100% methane conversion. Nonetheless, CO2 conversion was significantly decreased during the reaction. Moreover, the magnetic behavior of Co might make it simpler to recycle the parent metal in a bimetallic system.17
Significantly, the support plays a pivotal role in thermal stability and catalytic activity, especially in reforming (dry, tri, & bi) reactions. With a large surface area, Al2O3 is the preferable support for reforming reactions because of mechanical strength, better textural properties, better dispersibility, and stability at higher temperatures. However, due to its acidic nature, coke deposition occurs very rapidly on its surface.18 The doping of promoters to the support can control the acidity and limit coke deposition. Introducing alkaline earth oxides such as MgO can direct the support basicity and suppress the carbon formation by improving CO2 adsorption.19–21 The presence of magnesia also improves the CO2 disproportionation rate. The base should be used in moderate quantity or else catalyst deactivation occurs through Boudward22 and RWGS (reverse water gas shift) reaction.19 Wei et al. revealed that ceria is the best option to be combined in alumina-supported Ni-based catalyst, particularly for reforming conditions.23 Moreover, the added advantages of CeO2 are: a. the redox nature, which helps enhance the catalyst's life span by oxidizing the deposited carbon as it has higher oxygen storage capacity;22,24,25 b. improves the metal–support interaction; c. enhances the active phase dispersion;25 and d. boosts the thermal stability of the support.26 Ceria is one of the main interacting components of the support, which reacts with metal carbide to reactivate the catalyst. The reactions are as follows.27
CoC + 2CeO2 → Ce2O3 + Co + CO −16.95 kcal mol−1 | (vii) |
NiC + 2CeO2 → Ce2O3 + Ni + CO −7.63 kcal mol−1 | (viii) |
In addition to this, water behaves as a second oxidant in case of bireforming of methane. It restricts the coke deposition and controls H2/CO ratio by changing the mole ratio. Therefore, a combination of these two (Ni and Co) metals over ceria and magnesia-modified alumina support is supposed to increase the rate of CO2 disproportionation and surface adsorbed oxygen species, which helps in carbon gasification reaction in a reduced environment with enhanced activity during long TOS study for bireforming.
Here, in this report, Ce–Mg doped high surface area alumina supported Ni–Co bimetallic catalyst was synthesized by a facile deposition precipitation method for the bireforming of methane. The catalyst's activities were examined in a fixed-bed reactor. Both fresh as well as spent materials have been exhaustively characterized with different experiments to elucidate the long-term stability with higher activity.
The catalyst composition and abbreviation of the corresponding catalysts are described in Table 1. All the catalysts were prepared by following the same procedure described above.
Catalyst composition | Abbreviation |
---|---|
5%Ni–1%Co–1%Ce–3%Mg–Al2O3 | 5Ni–1Co-mod alumina |
5%Ni–2%Co–1%Ce–3%Mg–Al2O3 | 5Ni–2Co-mod alumina |
5%Ni–3%Co–1%Ce–3%Mg–Al2O3 | 5Ni–3Co-mod alumina |
5%Ni–4%Co–1%Ce–3%Mg–Al2O3 | 5Ni–4Co-mod alumina |
5%Ni–5%Co–1%Ce–3%Mg–Al2O3 | 5Ni–5Co-mod alumina |
5%Ni–1%Ce–3%Mg–Al2O3 | 5Ni-mod alumina |
5%Co–1%Ce–3%Mg–Al2O3 | 5Co-mod alumina |
Methane and carbon dioxide conversions were calculated according to eqn (ix) and (x), respectively. The syngas ratio (H2/CO) was determined according to eqn (xi).
(ix) |
(x) |
(xi) |
Catalyst | Textural properties | Hydrogen consumption (mmol g−1) | CO2 desorption values | ||||
---|---|---|---|---|---|---|---|
Average BET surface area (m2 g−1) | Total pore volume (cm3 g−1) | Average pore size (Å) | Weak signal (100–200 °C) (mmol g−1) | Strong signal (300–600 °C) (mmol g−1) | Total (mmol g−1) | ||
5Ni–1Co-mod alumina | 203 | 0.85 | 167 | 0.033 | 0.011 | 0.014 | 0.025 |
5Ni–2Co-mod alumina | 204 | 0.84 | 167 | 0.054 | 0.007 | 0.012 | 0.019 |
5Ni–3Co-mod alumina | 205 | 0.83 | 166 | 0.067 | 0.002 | 0.66 | 0.662 |
5Ni–4Co-mod alumina | 209 | 0.82 | 163 | 0.075 | 0.009 | 0.031 | 0.040 |
5Ni–5Co-mod alumina | 210 | 0.82 | 163 | 0.083 | 0.010 | 0.015 | 0.025 |
5Ni-mod alumina | 235 | 0.79 | 155 | 1.25 | 0.000 | 0.108 | 0.108 |
5Co-mod alumina | 228 | 0.80 | 158 | 1.39 | 0.000 | 0.105 | 0.105 |
Fig. 2(a) and (b) represent the freshly synthesized catalyst XRD patterns in the region 2θ = 25–70°. The presence of three broad peaks at 37°, 46°, and 67° signifying the (311), (400), and (440) planes (JCPDS Card No. 77-1877) can be attributed to the NiAl2O4 phase. The peak broadening of the nickel aluminate phase signifies that a high temperature is needed to obtain a higher crystallinity of the specimen.31,32 The diffraction peaks at 2θ = 31°, 37°, and 65° correspond to the (220), (311) & (440) plane (JCPDS Card No. 82-2252). Although the percentage of Ce and Mg is low, the peaks are observed due to the crystalline nature, with the combination of the aluminate phase. The 2θ value at 41°, 48°, and 60° confirm the presence of CeAlO3 (JCPDS Card No. 81-11), and 19°, 36°, and 65° 2θ values confirm the presence of MgAl2O4 (JCPDS Card No. 77-1203).
Fig. 2 (a) and (b) XRD profile, (c) H2-TPR profile, and (d) CO2-TPD profile of the freshly synthesized catalysts. |
The TPR profile after calcination at 850 °C is shown in Fig. 2(c). All the TPR patterns for bimetallic systems are similar and have a single broad reduction peak in the range of 800–850 °C. The peak is attributed to the reducing complex of nickel and cobalt oxide species. The reducibility of the active metal depends upon the degree of aggregation of metal oxides distributed on the support surface. A higher distribution of active metal leads to a stronger interaction and hence shifts the reduction peak to a higher reduction temperature region.35 Another reason for the peak broadness is due to the collective formation of metal-aluminate species under higher calcination temperature,31,36 and the results are concurrent with the XRD results. The hydrogen consumption is shown in Table 2. On the other hand, there is a single broad peak at about 700 °C for 5N-mod alumina and 5C-mod alumina, which may be due to the metal-aluminate phase formation.
To examine the effect of Ni & Co addition on the strength and distribution of basic sites, CO2 temperature programmed desorption (TPD) studies were carried out. Fig. 2(d) shows the CO2 TPD of the freshly synthesized catalyst, and the amount of desorption is shown in Table 2. The CO2 TPD profile of the bimetallic samples shows weak basic sites between 100 and 150 °C and strong sites in the range of 500–600 °C. The basic sites are due to the presence of promoter MgO in the support, which helps to adsorb more CO2 and removal of coke from the active sites of the catalyst by providing a number of oxygen molecules.31
The XPS analysis of the reduced catalyst 5Ni–5Co-mod alumina was carried out to investigate the various surface species and find their abundance on the catalyst's surface. The XPS peak patterns of Ni 2p and Co 2p orbitals are shown in Fig. 3(a) and (b). The Ni 2p3/2 XPS spectrum of the catalyst indicates the presence of Ni2+ state. Fig. 5(a) shows the two peaks of Ni2+, which corresponds to Ni (2p3/2) and Ni (2p1/2) at binding energies of 855 eV and 873 eV, respectively. The two satellite peaks, Ni (2p3/2) at a binding energy of 861 eV and Ni (2p1/2) at 880 eV, for Ni2+ are also observed.33Fig. 5(b) shows that the binding energies at 781 eV and 796 eV that are ascribed to the spin–orbit coupling Co 2p3/2 and Co 2p1/2 confirm the presence of Co+2.34 The satellite peaks may have originated due to multiple splitting in the spin–orbit energy levels. A ratio of 55:44 between nickel and cobalt has been identified from the surface composition studies.
The TEM images for the freshly synthesized 5Ni–5Co-mod alumina catalyst are shown in Fig. 4(a) and (b) represents the TEM images of the reduced form. The images indicate the porous nature of the material before and after the deposition of metal particles. The advantage of the deposition precipitation method of reforming catalyst synthesis is the advantage of the homogenous dispersion of active metal particles.
Fig. 4 TEM images for fresh (a) and reduced (b) of 5Ni–5Co-mod alumina. (c) SEM image of 5Ni–5Co-mod alumina. (d) EDX mapping of 5Ni–5Co-mod alumina. |
After SEM analysis, the morphology of the freshly synthesized (5Ni–5Co-mod alumina) catalyst was examined. The image shown in Fig. 4(c) reveals that the trigger has a well-defined flake-like macrostructure.37
On fixing 5% Ni weight percentage and varying the Co composition from 1–5%, all the catalysts have been evaluated for the bireforming of methane in the temperature region of 650–850 °C; the results are demonstrated in Fig. 5. The WHSV is kept constant of 10 L g−1 h−1 throughout the studies, and the data were collected after 8 h of reaction stabilization. Both CH4 and CO2 conversions increase with increasing reaction temperature for all the catalysts. A higher conversion of CH4 is observed compared to CO2 for all the catalysts as the water-gas shift reaction (H2O + CO ↔ H2 + CO2), which leads to a higher CH4 conversion and hence can affect the reaction equilibrium for the bireforming of methane.38 The catalyst containing 1% Co showed the lowest conversion for both methane and carbon dioxide at all three temperature ranges. For 2%, 3%, and 4% Co, the rate of conversion for CH4 as well as CO2 gradually increases with the temperature. Moreover, for all these three catalysts, CH4 conversion is almost similar at 850 °C. From Fig. 4, it can be observed that the catalyst composition with the equivalent percentage of Ni and Co has a better activity than all. The catalyst can achieve an equal conversion for the feed CH4 and CO2 at the highest temperature and be selected for further experimentation. In addition, the H2/CO ratio also varies with temperature. At 650 °C, the syngas ratio can meet a range between 1.5 to 1.7, whereas at 750 °C, the limit extends from 1.7 to 1.9. However, when the reaction temperature is enhanced to 850 °C, all the catalysts achieve a syngas ratio of nearly 2.
Space velocity is one of the significant parameters for industrial applications as it outlines the volume of the reforming reactor. The 5Ni–5Co-mod alumina catalyst has been taken under investigation for testing the space velocity effect. The catalyst weight has been kept constant, and the flow of reactants is varied to give WHSVs of 10, 20, and 25 L g−1 h−1. Experiments were conducted for 8 h at three different temperatures: 650 °C, 750 °C, and 850 °C. Fig. 6 illustrates the catalytic performance of the modified catalyst in terms of CH4, CO2 conversion, and H2/CO ratio as a function of space velocity, taking the steady-state parameter. The studies have shown that by doubling the space velocity from 10 L g−1 h−1to 20 L g−1 h−1, there is little impact on methane conversion at all the temperature ranges, whereas a significant decline in CH4 conversion was observed when the space velocity increased to 25 L g−1 h−1.
Moreover, carbon dioxide conversion decreased by a greater extent at each temperature while the WHSV increased from 10 L g−1 h−1 to 20 L g−1 h−1 and 25 L g−1 h−1. At the temperature of 650 °C, syngas composition is higher than 2; it may be due to the higher CH4 conversion compared to CO2. In reforming reactions, the syngas ratio deviates from the optimum value owing to the simultaneous occurring RWGS reaction.39 RWGS reaction occurs mainly at a lower temperature, which may be one of the reasons for achieving high syngas composition at 650 °C. The syngas ratio has been observed to be decreased down to 2, while the temperature ranges increased from 650 °C to 750 °C and 850 °C at both WHSV 20 L g−1 h−1 and 25 L g−1 h−1.
Overall, the temperature effect and the space velocity tests signify the excellent performance of the newly designed catalyst system under various reaction conditions. The relatively better behavior at 850 °C suggests that this catalyst can be envisaged as a suitable BRM catalyst (overcoming the coking limitations imposed by thermodynamics). One of the significant advantages of the bireforming of methane is the catalyst shows a negligible amount of coke deposition on the catalyst surface. The presence of steam is reported to be the reason for such catalytic activity.38 Also, its high activity at relatively demanding space velocity conditions indicates its potential applications in compact units.
To differentiate between monometallic and bimetallic composited, catalyst stability tests have been carried out at temperature 850 °C under atmospheric pressure with WHSV of 10 L g−1 h−1, and the results are depicted in Fig. 7(a) and (b) and 8. The feed ratio was kept constant throughout the experiment at 3/1/2 for CH4/CO2/H2O, respectively.
Fig. 8 Effect of time on stream for 5Ni–5Co-mod alumina at 850 °C with WHSV 10 L g−1 h−1 at atmospheric pressure. Prior to the activity study, the catalyst was reduced at 850 °C with 20% H2/N2. |
For monometallic catalysts, the stability reactions are carried out for 24 h, in which 5N-mod alumina shows excellent activity toward CH4 conversion, i.e., 98% conversion, but only a 62% conversion is achieved for CO2 which results a higher syngas ratio of 2.2. Furthermore, cobalt is less active toward methane reforming reaction, and hence 45% CH4 and 28% CO2 conversion are achieved with 5C-mod alumina catalyst. Also, the syngas ratio is higher than the desirable ratio of 2, i.e., 2.45. On the other hand, a 500 h reaction is carried out to know the effectiveness of bimetallic system for the bireforming of methane. The catalyst assisted in achieving an excellent conversion of both the feed and exceptional stability without any deactivation throughout the reaction, which is one of the significant advantages of our designed catalyst. The methane conversion reached a steady state with a conversion of 97%. Olah et al. using 15% Ni on MgO support could be able to achieve a 70% CH4 conversion at 830 °C during their 320 h reaction studies.7 On the other hand, Charisiou et al. used Ni–LaCeZr for their longevity reaction studies at 750 °C, and a 40% CH4 conversion was observed.40 The second feed carbon dioxide was converted up to 89%, which is lower than methane conversion, which leads to the possibilities of side reactions such as water gas shift reactions, as discussed earlier. Liu et al. have also reported a long-term stable catalyst for the BRM reaction. Although the bimetallic Ni–Ir–MgAl2O4 has shown a stable catalytic activity for a period of 434 h, a high decrease in conversion rate was observed with stepwise pressure increase.41 The ratio of H2/CO has a relatively stable value. The catalyst's long-term stability depends on various factors seen during its post-BRM reaction characterization. The active particle size, metal dispersion, metal–support interaction, and acidic–basic nature of the supports may be the reason for the high thermal stability.
A comparative peak pattern of the used catalyst 5Ni-mod alumina, 5Co-mod alumina, and 5Ni–5Co-mod alumina is drawn in Fig. 9. At 2θ, values 45° and 53° confirm the presence of Ni in metallic form, whereas the 2θ values 46° confirmed the Co metallic phase. In each spent catalyst, a peak at 2θ value 26.7° was observed due to the formation of graphitic carbon on the surface of the catalyst (JCPDS Card No. 75-1621),31 which can be easily removed through the optimized reaction condition. Moreover, the graphitic peak intensity is shown to be high for 5N-mod alumina compared to the rest. The reason may be because Ni has the largest potential for methane cracking and hence allows coke deposition over its surface.
The TEM images of the spent catalysts were recorded for stability reaction at normal atmospheric pressure with 850 °C temperature, and the images are shown in Fig. 10. It has been identified that the porous structure of alumina support is not been disturbed after a long period of reaction studies. Carbon nanotubes are formed near the particles for 5N-mod-alumina. On the other hand, amorphous carbons are observed in the case of 5N–5C-mod alumina and 5C-mod alumina.
Fig. 10 TEM images of the spent catalyst for (a) 5Ni–5Co-mod alumina, (b) 5Ni-mod alumina, and (c) 5Co-mod alumina. |
O2-TPO has been performed to endorse the type of carbon deposition over the catalyst surface during activity analysis. The peak profile for the used catalyst after stability test reaction studies is depicted in Fig. 11(a), and the total amount of carbonaceous species deposition was calculated by the peak area formed due to CO2 release. In case of the monometallic system, 5N-mod alumina, 0.4725 mol g−1 coke was deposited and the peak was obtained at 805 °C, which confirmed the presence of crystalline carbon.42 On the other hand, a total amount of 0.0579 mol g−1 at 665 °C was deposited for 5C-mod alumina, which confirms the presence of crystalline coke, but compared to the Ni-based catalyst, it is very less in quantity. The peak centered at 530 °C for 5N–5C mod alumina outlines the formation of graphitic or filament carbon, which can be easily removed with the optimized reaction conditions.42 During 500 h activity analysis, only a 0.00240 mol g−1 of coke was deposited over the spent catalyst. It confirms that the bimetallic catalyst is more prominent toward the catalyst's higher stability and activity in bireforming compared to the monometallic system.
Fig. 11 (a) TPO profile, (b) TGA and (c) Raman analysis of the spent catalysts 5Ni–5Co-mod alumina, 5Co-mod alumina, and 5Ni-mod alumina. |
Furthermore, TGA analysis was carried out to quantify the amount of coke deposition, and the peaks are shown in Fig. 11(b). Due to adsorbed water, some portions of weight loss happen at 100 °C. As water vapor is one of the reactant components of the bireforming of methane reaction, it causes the hydroxylation of metal oxides, and hence a weight loss was obtained at 200–400 °C. In addition to this, a 5% weight loss appears for the spent catalyst of 5C-mod alumina and 5N–5C mod alumina above 400 °C, which may be due to the presence of graphitic carbon and then stabilizes at higher temperatures, whereas a total amount of 16% mass loss was obtained for 5N-mod alumina. The thermogravimetric result is concomitant with the TPO result.
The structure of carbonaceous deposits has been confirmed by the Raman experiment. The spectra confirm the presence of different forms of carbon. Fig. 11(c) illustrates the Raman spectra of the fresh and used catalysts. Two distinct peaks at about 1341 and 1577 cm−1 for the used catalyst correspond to the D-band and G-band, respectively. The D-band designates the carbon atoms' breathing mode, correlating the density defects on CNT planes, graphene, or graphitization. The G-band is assigned to sp2-bonded graphitic carbon. The broadening in the peaks of each spectrum outlines the presence of amorphous carbon.
Although TEM, Raman, and TGA analysis have confirmed the presence of a minimum amount of carbon species, nevertheless, it does not hinder the activity of the catalyst studied in time on stream. This is because some of the catalyst surface-associated carbons act as active sites and are involved in the CO formation reaction.43
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