Marrij Afraza,
Jan Nisar*a,
Afzal Shah*b,
Ghulam Alia,
Faisal Muhammada,
Farooq Anwar*cd and
Wan Azlina Wan Abdul Karim Ghanie
aNational Centre of Excellence in Physical Chemistry, University of Peshawar, Peshawar 25120, Pakistan. E-mail: jan_nisar@uop.edu.pk; marijafrazkhan210@gmail.com; ghulamali@uop.edu.pk; faisalmuhammad77318@gmail.com
bDepartment of Chemistry, Quaid-i-Azam University, Islamabad 45320, Pakistan. E-mail: afzals_qau@yahoo.com
cDepartment of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
dInstitute of Chemistry, University of Sargodha, Sargodha, 40100, Pakistan. E-mail: fqanwar@yahoo.com
eDepartment of Chemical and Environmental Engineering, Sustainable Process Engineering Research Centre (SPERC), Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia. E-mail: wanazlina@upm.edu.my
First published on 4th October 2024
This research reports the yield of bio-oil from cotton seed press cake (CSPC) via an optimized thermo-catalytic pyrolysis using nickel impregnated zeolite Y, hydrogen catalyst. The catalyst, raw biomass and catalyst impregnated biomass were characterized using different analytical techniques. The ideal temperature, duration, and catalyst concentration for pyrolysis experiments were determined to be 300 °C, 20 minutes, and 5% of Ni-doped zeolite Y, hydrogen, respectively, in order to achieve the best bio-oil yield (35%). Gas chromatography-mass spectrometry (GC-MS) of pyrolytic bio-oil depicted the presence of C2–C26 hydrocarbons. The findings of this investigation showed that the synthesis of bio-oil with highly selective fuel-range hydrocarbons could be efficiently induced through the pyrolysis of CSPC biomass employing nickel impregnated zeolite Y, hydrogen catalyst. Moreover, thermogravimetric analysis (TGA) of cotton seed press cake with catalyst was carried out at various heating rates to find out the kinetic parameters. Employing Kissinger model, activation energy (Ea) and frequency factor (A) for various components of biomass i.e., hemicellulose, cellulose and lignin were calculated as 83.14 kJ mol−1, 99.76 kJ mol−1, 124.71 kJ mol−1 and 1.9 × 107 min−1, 1.0 × 108 min−1, 1.0 × 1010 min−1, respectively. It can be concluded from the results that cotton seed press cake waste has potential for use as a pyrolysis feedstock in large-scale bio-fuel production.
With this consideration, researchers have now focused on using biomass to produce biofuels, which could serve as a reliable and safer alternative to fossil fuels for energy production.8,9 Pakistan, an agricultural country, generates a lot of biomass waste that is wasted while it could be used to make biofuels through pyrolysis and other conversion processes.10 At very high temperature and in oxygen-poor environment, biomass decomposition yields bio-oil, biochar, and gaseous volatile compounds.11,12 The most popular conversion technique is thought to be fast pyrolysis because of its many benefits, such as lower cost, minimal emissions of CO2, SOX, and NOX, improved thermal efficiency, and a high calorific value.13 Given that a substantial volume of bio-oil is produced as this is the most effective way to transform biomass into valuable products.14 However, the quality of the bio-oil is degraded during pyrolysis by a number of oxygenated chemicals that are formed. Therefore, researchers are keen to enhance the quality of bio-oil by testing specific catalysts to convert oxygenated pollutants into useable hydrocarbons.15,16
Zeolite is a crystalline nano-porous material with large surface area that is widely used as a catalyst in oil processing industry.17 Silica and alumina based zeolites with high porosity are more in demand for adsorption and processing of heavy molecules; however, their synthesis is quite difficult and time consuming.18,19 Using metal impregnation over zeolite, during pyrolysis is a potential method to produce highly selective hydrocarbons in the bio-oil. The metal impregnation changes the acidic character of the zeolite and produces pyrolysates that are incredibly selective. Prior to 1980 Brønsted acidic zeolites were considered to play a key role in cracking the biomass, however, the discovery of Ti-silicalite-1 in 1983 established the presence of isolated tetrahedral Ti-specie, replacing Si-atom in the zeolite which led to Lewis acid sites and the development and utilization of Lewis acid zeolite catalyst took a better role in the bio-based chemistry.20 The low concentration of Brønsted acid sites in the parental zeolite and the high concentration of Lewis sites in the freshly doped metal reduce the amount of surplus bio-oil cracking and lead to a favorable yield of monocyclic aromatic hydrocarbons. The acidity of the catalyst increases the effectiveness of the metal impregnation on it when compared to the porous nature of the parent catalyst.16,21 Widayatno et al.,22 upgraded bio-oil from pyrolysis of biomass over Cu-modified β-zeolite. They observed that when β-zeolite was modified with a small amount of 0.50 wt% of Cu, the selectivity improved as compared to parent zeolite and maintained its activity for numerous reuses without regeneration. The lesser Cu loading on β-zeolite increased the surface area and formation of more micropores. However, in case of more loaded Cu, the selectivity decreased as the surface area increased to maximum at 0.50 wt% of Cu doping. At 1.00 wt%, copper species aggregated on surface of zeolite, leading to obstruction of zeolite pores and diminishing the surface area. Therefore, proper loading amount of metal on zeolite is very important for getting positive results.
Furthermore, a significant amount of high-quality organic waste is produced by farming and agro-processing operations, such as rice husk, sugar cane bagasse, cotton and corn stalks, cotton seed press cakes, and fruit shells, among others, and they can be utilized for generating affordable energy.23 One of the plants, Gossypium hirsutum L., frequently referred to as cotton, is the most extensively grown and historically recognized seed crop.24 Owing to its high productivity worldwide, cotton generates a lot of trash in the form of cottonseed press cake, cotton stalks, and other waste products. Cotton seed provides 17.7% of Pakistan's edible oil needs, and once oil is extracted, a significant amount of residue is produced in the form of cake.25 This residue is dumped as waste, which can be used to produce fuel using an appropriate method.24
The primary emphasis of this work is to investigate the kinetics of the breakdown process by pyrolyzing cotton seed press cake using Ni-doped zeolite Y, hydrogen as catalyst. Another aim of this study is to examine the impacts of various parameters, including temperature, time, and catalyst concentration, on the yield and quality of pyrolysis products/bio oil of cotton seed press cake.
(1) |
The elemental distribution of nickel on the surface of the nickel doped catalyst was studied using EDX. Fig. 3 shows that oxygen (51.14%), silicon (28.85%), aluminum (8.2%), carbon (9.61%), and nickel (2.20%) are present. These findings are consistent with those of previously reported investigations. Kalhor and Zarnegar30 used EDX to analyze the elemental composition of nickel loaded zeolite and discovered the existence of aluminum, silicon, carbon, nickel, oxygen, and sodium etc., in the synthesized sample. In another study Kalhor and Zarnegar31 also observed Si, Al, Ni, O, and Na in nickel-doped zeolite using EDX.
The crystallinity of zeolite Y, hydrogen and nickel-doped zeolite Y, hydrogen was determined by XRD. The XRD of both the samples are shown in Fig. 4a and b. Peaks of various intensities were observed at different 2θ values ranging from 10 to 160°. A clear difference can be observed between the two XRD images. The doping of nickel on zeolite Y, hydrogen has an imminent effect vis-a-vis increase in intensity and sharpness of peaks as compared to undoped zeolite which showed the highly crystalline nature of the sample. The crystallite size increased due to nickel loading on zeolite Y, hydrogen. The crystallite size of Ni loaded zeolite was calculated using Scherrer equation, and found to be 0.34 nm as compared to 0.16 nm for undoped zeolite Y hydrogen. Malyala et al.32 conducted XRD of nickel loaded zeolite and observed increase in intensity of peaks as compared to undoped zeolite which showed the highly crystalline nature of the sample. Philipus et al.33 carried out the XRD of Ni-supported zeolite and identified no unwanted peaks other than those associated with doped material. Applying Scherrer equation, the mean crystallite size was observed almost 0.27 nm. This conclusion is in conformity with our study.
Fig. 5 (a) SEM of raw biomass (b) SEM of Ni-doped zeolite Y, hydrogen loaded biomass (c) EDX of raw biomass (d) EDX of Ni-doped zeolite Y, hydrogen loaded biomass. |
The morphology of biomass loaded with nickel doped zeolite was examined by SEM (Fig. 5b), and it was discovered that the pore size gradually increased after the loading of doped zeolite on biomass. It was projected that an uneven surface with high particle size, holes dispersed over the surface, and a well-developed pore structure existed. The metal-supported catalyst was found to be equally distributed throughout the biomass. These investigations are in consonant with previous research.
Thirugnanasambandham and Sivakumar34 examined cottonseed press cake after copper was deposited on it using SEM and discovered that cottonseed meal had an extremely porous surface structure. He et al.35 employed SEM to investigate the structural morphology of different cottonseed byproducts, revealing the existence of spongy pores and an uneven distribution of particle size. The particle dispersion was found to be non-homogeneous. Kaewpanha et al.36 performed SEM investigation on seaweed loaded with various metals such as iron, nickel, and rhodium loaded on catalyst and discovered homogeneity in catalyst distribution over biomass. After successfully loading on biomass, the macroporous structure was determined, and a velvet-like appearance of the sample was seen when studied for nickel.
Fig. 5c depicts the elemental analysis of cotton seed press cake, which shows the occurrence of elements such as carbon, oxygen, magnesium, phosphorus, potassium, calcium, and niobium at mass percentages of 49.40%, 42.34%, 1.70%, 1.70%, 2.11%, 0.89%, and 1.85%. Following the effective impregnation of metal-loaded zeolite on biomass, the difference in its elemental contents was investigated (Fig. 5d). Carbon, oxygen, magnesium, aluminum, silica, phosphorus, potassium, calcium, nickel, and niobium were found with varied mass percentages of 26.16%, 58.43%, 0.16%, 0.13%, 13.63%, 0.48%, 0.02%, 0.06%, 0.37%, and 0.56%. These findings are consistent with previous study. For example, Sankari et al.37 investigated the elemental composition of cottonseed press cake and discovered significant levels of Cu, Fe, Mn, P, K, and Ca, as well as moisture and several volatile chemicals. Volli and Singh38 investigated the elemental composition of cottonseed press cake and observed trace levels of numerous chemical compounds as well as carbon (52%), oxygen (41%), nitrogen (1.3%), and sulfur (0.61%).
S. no. | Ret/time | Compounds | Chem. formula | Mol. wt. (g mol−1) | Area (%) |
---|---|---|---|---|---|
1. | 3.14 | Tetramethylammonium perchlorate | C8H20N·ClO4 | 229.70 | 0.80 |
2. | 3.24 | Acetamide | CH3CONH2 | 59.07 | 0.45 |
3. | 3.33 | N,N-Dimethylacetamide | C4H9NO | 87.12 | 0.25 |
4. | 3.51 | Benzene-D6 | C6D6 | 84.16 | 1.67 |
5. | 3.61 | Urea, trimethyl- | C4H10N2O | 102.14 | 0.15 |
6. | 3.69 | Isocrotonic acid | C4H6O2 | 86.09 | 0.51 |
7. | 3.86 | Methyl isobutyl ketone | (CH3)2CHCH2COCH3 | 100.16 | 0.16 |
8. | 3.69 | Piperazine, 1-methyl- | C5H12N2 | 100.16 | 0.28 |
9. | 4.09 | 1H-Imidazole, 1-methyl- | C4H6N2 | 82.10 | 0.06 |
10. | 4.30 | Oxirane, 2-methyl-2-pentyl- | C6H12O | 100.15 | 0.15 |
11. | 4.37 | 2-Vinylfuran | C6H6O | 94.11 | 0.36 |
12. | 4.46 | Phenol | C6H6O | 94.19 | 0.19 |
13. | 4.56 | 1,3-Benzenediamine, 4-methyl- | C7H10N2 | 122.16 | 0.20 |
14. | 4.64 | Formic acid phenyl ester | C7H6O2 | 122.12 | 0.33 |
15. | 4.73 | Cyclohexanone, 2-propyl- | C9H16O | 140.2 | 0.09 |
16. | 4.78 | 2,4-Dimethyl-2-oxazoline-4-methanol | C6H11NO | 129.15 | 0.34 |
17. | 4.09 | 1H-Pyrazole, 1,3-dimethyl- | C5H8N2 | 96.13 | 0.56 |
18. | 5.02 | 2-Hexene, 2-methyl- | C7H14 | 98.19 | 0.42 |
19. | 5.07 | 2-Aminopyridine | C5H6N2 | 94.11 | 0.16 |
20. | 5.19 | 1,2-Cyclopentanedione, 3-methyl- | C6H8O2 | 112.1 | 1.28 |
21. | 5.54 | 2,5-Pyrrolidinedione, 1-methyl- | C5H7NO2 | 113.11 | 0.53 |
22. | 5.63 | 2-Amino-4-methylpyrimidine | C5H7N3 | 109.13 | 0.17 |
23. | 5.81 | Phenol, 2-methoxy- | C7H8O | 122.13 | 3.15 |
24. | 5.95 | 1-Methyl-2,4,5-trioxoimidazolidine | C4H4N2O3 | 128.09 | 0.44 |
25. | 5.98 | Ether, 3-butenyl pentyl | C9H18O | 142.24 | 0.86 |
26. | 6.22 | Butanoic acid, 2-propenyl ester | C7H12O | 128.16 | 0.30 |
27. | 6.36 | Hydrazine, (3-fluorophenyl)- | C6H7FN2 | 126.13 | 0.65 |
28. | 6.43 | 2-Butanone, 4-hydroxy-3-methyl- | C5H10O | 102.13 | 0.69 |
29. | 6.59 | 1,2,3-Propanetriol, 1-acetate | C5H10O4 | 134.13 | 1.24 |
30. | 6.62 | 1-Propanol, 3-chloro-, acetate | C5H9ClO2 | 136.58 | 0.76 |
31. | 6.79 | Pyrrolidine-2,4-dione | C4H5NO2 | 99.09 | 1.75 |
32. | 6.85 | 5,6-Dihydro-6-methyluracil | C5H8N2O2 | 128.12 | 0.64 |
33. | 6.92 | 5-Amino-3-methyl-1,2,4-oxadiazole | C3H5N3O | 99.09 | 3.25 |
34. | 7.09 | 1,2,4-Triazine-3,5(2H,4H)-dione | C3H3N3O2 | 113.07 | 0.85 |
35. | 7.22 | 3-Pyridinol | C5H5NO | 95.09 | 1.90 |
36. | 7.64 | Propanoic acid, 2-(hydroxyimino) | C3H5NO3 | 103.7 | 1.52 |
37. | 7.67 | Oxirane, 2-methyl-2-pentyl- | C8H16O | 128.21 | 1.58 |
38. | 8.01 | Catechol | C6H6O2 | 110.1 | 1.71 |
39. | 8.43 | 1,2-Benzenediol, 3-methoxy- | C7H8O | 140.1 | 1.39 |
40. | 8.79 | Benzeneacetic acid | C9H10BrNO | 136.1 | 1.31 |
41. | 8.92 | 2-Methoxy-4-vinylphenol | C9H10O2 | 150.1 | 0.24 |
42. | 9.09 | Cyclohexanone, 2-propyl- | C9H16O | 140.2 | 0.29 |
43. | 9.32 | Phenol, 2,6-dimethoxy- | C8H10O | 154.1 | 0.92 |
44. | 9.56 | Pyrrole-2-carboxamide | C5H6N2O | 110.1 | 0.52 |
45. | 9.74 | Benzene, [(1,1-dimethylethyl)thio]- | C11H16S | 166.2 | 0.40 |
46. | 9.69 | Phenol, 4-butoxy- | C10H14O2 | 166.2 | 0.71 |
47. | 9.96 | 2-Amino-oxazole | C3H4N2 | 84.07 | 0.78 |
48. | 10.17 | 4-Amino-5-hydrazino-1,2,4-triazole | C2H6N6S | 146.1 | 0.70 |
49. | 10.29 | Pentylamine, N-acetyl-1-cyano- | C8H14N2O | 154.2 | 0.49 |
50. | 10.44 | 4-Acetylocta-1,2-diene | C10H16O | 152.2 | 0.49 |
51. | 10.55 | Benzene, 1,3,5-trimethoxy- | C9H12O3 | 168.1 | 0.48 |
52. | 10.87 | 3-Hexen-2-one, 5-methyl- | C7H12O | 112.1 | 0.50 |
53. | 11.16 | 2H-1,2,3,4-Tetrazole-2-acetamide | C9H9N5O | 203.2 | 0.52 |
54. | 11.53 | Phenol, 2,6-dimethyl-4-nitro- | C8H9NO | 167.1 | 0.44 |
55. | 11.92 | 5-Ethyl-1-nonene | C11H22 | 154.2 | 0.10 |
56. | 11.97 | Octanoic acid | C8H16O2 | 144.2 | 0.10 |
57. | 12.11 | Diethyl-phenylsilane | C8H12Si | 136.2 | 0.35 |
58. | 12.19 | trans-2-Decen-1-ol, methyl ether | C10H20O | 156.2 | 0.43 |
59. | 12.88 | Cyclohexanepropanal, 2,2-dimethyl | C12H22O | 182.3 | 0.16 |
60. | 13.02 | 5,9-Undecadien-2-one, 6,10-dimethyl | C13H22O | 194.3 | 0.16 |
61. | 13.64 | 4-Ethoxy-3-methoxyphenol | C8H10O2 | 138.1 | 0.81 |
62. | 13.81 | 3-Hepten-2-one, 7-phenyl- | C13H16O | 188.2 | 0.17 |
63. | 14.03 | Bicyclo[2.2.2]octan-1-ol, 2-methyl- | C9H16O | 140.2 | 0.88 |
64. | 14.23 | Pyrrolo[1,2-a]pyrazine-1,4-dione hexahydro- | C7H10N2O2 | 154.1 | 1.63 |
65. | 14.38 | 2-Cyclohexen-1-ol, 2,6,6-trimethyl- | C9H16O | 140.2 | 0.18 |
66. | 14.44 | 1-Methoxy-4,4-dimethyl-cyclohex-2-ene | C9H16O | 140.1 | 0.48 |
67. | 14.99 | Thiophene, 2-ethyl-5-propyl- | C9H14S | 154.2 | 1.35 |
68. | 15.10 | Cyclohexane, 1,2-diethyl-3-methyl- | C11H22 | 154.2 | 0.28 |
69. | 15.93 | Phenol, 3,5-dimethoxy-, acetate | C10H12O2 | 164.2 | 1.22 |
70. | 16.37 | 2-Methyloctadecan-7,8-diol | C19H40O2 | 300.5 | 0.22 |
71. | 17.08 | Cyclohexane, 1,1,2-trimethyl- | C9H18 | 126.1 | 1.02 |
72. | 17.19 | 2-(2-Methyl-acryloyl) cyclohexanone | C7H12O | 112.1 | 0.39 |
73. | 17.54 | 1,3-Dimethyl-5isobutylcyclohexane | C12H24 | 168.3 | 0.40 |
74. | 17.84 | Octane, 1,8-dibromo- | C8H16Br2 | 270.0 | 0.77 |
75. | 18.66 | Cyclohexane, 1,2-diethyl-, cis- | C10H20 | 140.2 | 0.56 |
76. | 19.19 | 3,7-Nonadienoic acid, 4,8-dimethyl | C11H18O2 | 182.2 | 0.25 |
77. | 19.25 | Cyclohexane, 1,1,3,5-tetramethyl | C10H20 | 140.2 | 0.50 |
78. | 19.60 | 3-Heptene, 2,2,3,5,6-pentamethyl- | C12H24 | 168.3 | 0.44 |
79. | 20.00 | Cyclohexane, 1,2-diethyl-3-methyl- | C11H22 | 154.2 | 2.42 |
80. | 20.14 | Cyclohexane, 1-ethyl-2-propyl- | C11H22 | 154.1 | 0.99 |
81. | 20.54 | α-Benzylsuccinic acid | C11H12O4 | 208.2 | 5.29 |
82. | 20.70 | 4,4,7-Trimethyl-oct-5-enal | C11H20O | 168.2 | 1.29 |
83. | 21.06 | 1-Hexacosanol | C26H54O | 382.7 | 0.37 |
84. | 21.52 | 1,1′-Bicyclohexyl, 2-propyl-, cis- | C15H28 | 208.3 | 0.57 |
85. | 21.60 | Benzo[h]quinoline, 2,4-dimethyl- | C15H13N | 207.2 | 1.45 |
86. | 22.06 | 9-Oxabicyclo[6.1.0]nonane,1methyl | C9H16O | 140.2 | 0.73 |
87. | 22.21 | 3-Phenyl-1-propanol, acetate | C11H14O2 | 178.2 | 1.42 |
88. | 22.38 | 1,2-Dihydro-3-phenylnaphthalene | C16H14 | 206.2 | 0.64 |
89. | 22.60 | Triallylsilane | C6H15S | 116.2 | 0.29 |
90. | 23.51 | Benzene, 1-methyl-4-(1-propynyl)- | C10H10 | 130.1 | 3.53 |
91. | 23.86 | Cyclopentane, 1,2-dibutyl- | C13H26 | 182.3 | 0.63 |
The impregnation of nickel on zeolite Y, hydrogen increased the catalytic activity on biomass, as it resulted in maximum production of aromatic hydrocarbons, benzene derivatives, phenols, alcohols and numerous acids. The most prevalent component was benzyl succinic acid (C11H12O4), which had a retention time of 20.54 minutes and an area percentage of 5.29%. 1-Methyl-4-(1-propynyl)-benzene (C10H10) was the second prominent compound, with a retention time of 23.51 minutes and an area percentage of 3.53%. The third most abundant component was 2-methoxy-phenol (C7H8O), which had a 3.15% area percentage and a retention time of 5.81 minutes. These observations are in consonant with prior research.
Nisar et al.,41 analyzed the bio-oil recovered from the decomposition of cobalt impregnated sesame biomass and observed the abundance of compounds such as methanol, 1-heptanol-2,4-diethyl, 2-propanone, 5-eicosene, 2-propanone-1-hydroxy, 2-pentanon-1-heptene, 1-decanol-2-hexyl, 1-dodecanol-2-hexyl, nonadecyl trifluoroacetate, and 1-hexadecanesulfonyl chloride. The compounds found in the oil possessed properties to be used as an energy source; however, upgrading bio-oil was required to remove the oxygen content. Arias et al.,42 investigated rapid catalytic decomposition of vegetable oil waste utilizing metal impregnated catalysts. The findings demonstrated that the combination of acidic and metallic characteristics produced the highest percentages of hydrocarbons that are extremely fuel selective. The metal-loaded catalyst was selective in the production of gasoline-range alkanes, polyenes, ketones, and aromatics (C3–C10). Nisar et al.,43 performed thermo-catalytic pyrolysis of sesame stalk with Ni–Co loaded MCM-41 and studied the composition of pyrolytic oil by GC/MS, which indicated the presence of furan, phenols, ketones, and aldehydes with different acid compounds. The addition of maltol, phenol, and furfural considerably increased the oil's quality. Aromatic hydrocarbons were also discovered in the oil. Yet in another study Nisar et al.44 probed the catalytic degradation of almond shells with zinc oxide. The resulting liquid fraction was examined, and the most abundant chemicals in the oil were found to be acetic acid, ethanol, 9-octadecenoic acid, methyl ester, and 1-hydroxy-2-butanone. Furthermore, zinc oxide was observed to proliferate the amount of bio-oil.
Region | Temp. range (°C) | Tmax (°C) | Component |
---|---|---|---|
I | 40–95 | 65 | Water vapours |
II | 220–270 | 246 | Hemicellulose |
III | 290–350 | 324 | Cellulose |
IV | 390–470 | 430 | Lignin |
For the kinetic study, the biomass sample impregnated with catalyst was studied at heating rates of 5, 10, 15 and 20 °C min−1. The results attained from these experiments were then used for determining kinetic parameters employing Kissinger equation (eqn (1)). Activation energy, frequency factor and correlation coefficient were determined which are shown in Table 3 and kinetic plot is depicted in Fig. 8. These observations are in line with literature. Using the Kissinger approach, Nisar et al.45 examined the pyrolysis of sugarcane bagasse and the activation energy values for the catalyzed reaction were calculated 83.14 kJ mol−1, 99.76 kJ mol−1, and 116.39 kJ mol−1 for hemicellulose, cellulose and lignin. In contrast, the Ea for the non-catalytic reaction were 99.76 kJ mol−1, 133.02 kJ mol−1, and 232.79 kJ mol−1 for hemicellulose, cellulose and lignin respectively. These findings suggest that the catalyst has reduced the activation energy of biomass degradation reaction.
Components | Ea (kJ mol−1) | A (min−1) | R2 |
---|---|---|---|
Hemicellulose | 83.14 | 1.9 × 107 | 0.921 |
Cellulose | 99.77 | 1.0 × 108 | 0.843 |
Lignin | 124.71 | 1.0 × 1010 | 0.965 |
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ra06163b |
This journal is © The Royal Society of Chemistry 2024 |