Submitted:
20 June 2023
Posted:
21 June 2023
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Raw Material
2.2. Sawdust Pretreatment
2.3. Enzymatic Hydrolysis
2.4. Saccharification and Fermentation
2.5. Statistical Analysis
3. Results and Discussion
3.1. Pretreatment of Eucalypt Sawdust
3.2. Enzymatic Hydrolysis of Pretreated Eucalypt
3.3. Saccharification and Fermentation
3.4. Mass Balance
5. Conclusion
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Experimental condition | EV1A | EV2A | EV3A | EV4A | EV5A | EV5B | EV5C | EV6A | EV7A | EV8A | EV9A | EV10A2 | EV10B2 | EV11A2 | EV11B2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Temperature (°C) | 185 | 185 | 185 | 185 | 195 | 195 | 195 | 205 | 205 | 205 | 205 | 195 | 195 | 195 | 195 |
| Time (min) | 5 | 10 | 5 | 10 | 7.5 | 7.5 | 7.5 | 5 | 10 | 5 | 10 | 7.5 | 7.5 | 7.5 | 7.5 |
| Moisture content (%) | 8 | 8 | 50 | 50 | 29 | 29 | 29 | 8 | 8 | 50 | 50 | 8 | 8 | 50 | 50 |
| S0 | 3.20 | 3.50 | 3.20 | 3.50 | 3.67 | 3.67 | 3.67 | 3.79 | 4.09 | 3.79 | 4.09 | 3.67 | 3.67 | 3.67 | 3.67 |
| pH | 3.5±0.1 | 3.4±0.1 | 3.6±0.1 | 3.5±0.1 | 3.3±0.1 | 3.3±0.1 | 3.3±0.1 | 3.2±0.1 | 3.1±0.1 | 3.4±0.1 | 3.4±0.1 | 3.3±0.1 | 3.3±0.1 | 3.5±0.1 | 3.5±0.1 |
| Total solids recovery (%) | 83.1±1.8 | 82.7±0.1 | 85.6±1.8 | 82.6±0.1 | 79.1±0.9 | 80.3±0.9 | 79.2±0.9 | 77.8±0.8 | 75.2±2.0 | 76.7±0.8 | 78.0±2.0 | 86.0±5.0 | 76.1±5.0 | 78.3±0.6 | 79.2±0.6 |
| Liquid fraction components in dry base (g/100 g dry sawdust) | |||||||||||||||
| Gluco-oligomers1 | 0.2±0.1 | 0.4±0.2 | 0.3±0.1 | ND | 1.8±0.1 | 0.4±0.3 | 0.5±0.1 | 0.4±0.2 | 1.8±0.1 | 0.7±0.1 | 0.7±0.2 | 0.4±0.1 | 0.6±0.2 | 0.6±0.2 | 0.6±0.1 |
| Xylo-oligomers1 | 2.8±0.1 | 9.1±0.9 | 2.7±0.1 | 9.1±0.6 | 8.7±0.6 | 8.4±1.0 | 6.4±0.8 | 2.9±0.7 | 7.2±0.1 | 8.0±0.6 | 6.3± 0.1 | 5.3±0.5 | 3.2±0.1 | 9.4±0.1 | 2.7±0.4 |
| Acetyl groups in oligomers1 | 3.5±0.1 | 2.8±0.1 | 3.5±0.1 | 2.6±0.1 | 3.2±0.1 | 3.1±0.9 | 2.8±0.1 | 2.8±0.1 | 3.2±0.1 | 3.3±0.3 | 2.8±0.5 | 2.5±0.2 | 3.0±0.2 | 3.0±0.1 | 2.5±0.7 |
| Glucose | ND | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 |
| Xylose | 0.1±0.1 | 0.3±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.2±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 |
| Acetic acid | 0.1±0.1 | 0.2±0.1 | 0.1±0.1 | 0.1±0.1 | 0.2±0.1 | 0.2±0.1 | 0.2±0.1 | 0.2±0.1 | 0.4±0.1 | 0.2±0.1 | 0.4±0.1 | 0.1±0.1 | 0.2±0.1 | 0.2±0.1 | 0.2±0.1 |
| Formic acid | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 |
| Levulinic acid | ND | 0.2±0.1 | ND | 0.2±0.1 | 0.3±0.1 | 0.2±0.1 | 0.1±0.1 | 0.3±0.1 | 0.3±0.1 | 0.3±0.1 | 0.4±0.1 | 0.1±0.1 | 0.2±0.1 | 0.3±0.1 | 0.2±0.1 |
| Furfural | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 |
| HMF | ND | ND | ND | ND | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | ND | 0.1±0.1 | ND | ND |
| Solid fraction components in dry base (g/100 g dry sawdust) | |||||||||||||||
| Glucan | 42.9±0.1 | 43.2±0.2 | 43.0±0.6 | 43.4±0.5 | 40.9±2.8 | 42.1±0.3 | 42.4±1.2 | 38.9±1.2 | 40.9±0.4 | 42.0±0.7 | 42.7±1.1 | 43.4±0.7 | 40.6±1.7 | 42.3±1.3 | 42.8±0.9 |
| Xylan | 6.9±0.2 | 4.3±0.1 | 6.2±1.2 | 5.9±0.9 | 3.3±0.6 | 3.7±0.1 | 2.9±0.2 | 2.6±0.1 | 1.6±0.3 | 3.4±0.1 | 2.9±0.1 | 3.5±0.4 | 4.6±0.3 | 5.1±0.1 | 3.8±0.1 |
| Insoluble lignin | 26.1±0.1 | 27.9±0.1 | 25.7±0.1 | 26.8±0.1 | 26.6±0.1 | 28.0±0.1 | 32.0±0.1 | 28.8±0.1 | 29.3±0.1 | 25.3±0.1 | 26.8±0.1 | 30.1±0.1 | 26.8±0.1 | 25.7±0.1 | 26.3±0.1 |
| Soluble lignin | 2.5±0.1 | 2.6±0.1 | 2.6±0.1 | 2.6±0.1 | 1.7±0.1 | 1.6±0.1 | 2.6±0.1 | 2.2±0.1 | 2.5±0.1 | 1.7±0.1 | 1.6±0.1 | 2.5±0.1 | 2.6±0.1 | 1.8±0.1 | 2.1±0.1 |
| Acetyl groups | 0.1±0.1 | 0.6±0.1 | 0.1±0.1 | 0.9±0.1 | 0.2±0.1 | 0.1±0.1 | 0.6±0.1 | 0.2±0.1 | 0.1±0.1 | 0.1±0.1 | 0.1±0.1 | 1.0±0.1 | 0.4±0.1 | 0.3±0.1 | 0.9±0.1 |
| Assays | T (°C) | t (min) | Sawdust MC (%) | Glucose (g/L) | Hydrolysis efficiency1 (%) |
Glucan conversion2 (%) |
|---|---|---|---|---|---|---|
| EV1A | 185 (-1) | 5 (-1) | 8 (-1) | 3.4 ± 0.1 | 16.4 ± 0.5 | 17.2 ± 0.3 |
| EV2A | 185 (-1) | 10 (1) | 8 (-1) | 6.4 ± 0.9 | 29.5 ± 2.8 | 30.3 ± 2.9 |
| EV3A | 185 (-1) | 5 (-1) | 50 (1) | 5.5 ± 0.1 | 30.3 ± 0.6 | 30.2 ± 0.6 |
| EV4A | 185 (-1) | 10 (1) | 50 (1) | 5.7 ± 0.6 | 28.4 ± 2.8 | 29.9 ± 2.9 |
| EV5A | 195 (0) | 7.5 (0) | 29 (0) | 9.5 ± 0.1 | 47.3 ± 0.4 | 44.0 ± 0.3 |
| EV5B | 195 (0) | 7.5 (0) | 29 (0) | 10.3 ± 1.6 | 46.9 ± 2.8 | 46.7 ± 2.7 |
| EV5C | 195 (0) | 7.5 (0) | 29 (0) | 9.9 ± 1.9 | 47.1 ±2.6 | 45.1 ± 2.5 |
| EV6A | 205 (1) | 5 (-1) | 8 (-1) | 10.5 ± 1.9 | 45.7 ± 2.8 | 42.2 ± 2.9 |
| EV7A | 205 (1) | 10 (1) | 8 (-1) | 14.7 ± 0.7 | 67.9 ± 2.6 | 65.5 ± 1.7 |
| EV8A | 205 (1) | 5 (-1) | 50 (1) | 12.0 ± 1.9 | 58.6 ± 2.8 | 57.9 ± 2.5 |
| EV9A | 205 (1) | 10 (1) | 50 (1) | 12.9 ± 1.9 | 66.8 ± 2.6 | 67.1 ± 2.7 |
| EV10A | 195 (0) | 7.5 (0) | 8 (-1) | 7.9 ± 0.3 | 39.8 ± 1.3 | 40.6 ± 2.4 |
| EV10B | 195 (0) | 7.5 (0) | 8 (-1) | 8.3 ± 1.0 | 40.5 ± 2.8 | 37.9 ± 2.9 |
| EV11A | 195 (0) | 7.5 (0) | 50 (1) | 9.5 ± 0.9 | 47.1 ± 2.8 | 47.3 ± 2.9 |
| EV11B | 195 (0) | 7.5 (0) | 50 (1) | 8.9 ± 1.9 | 42.0 ± 2.5 | 42.6 ± 2.7 |
| Parameter | LIQUID FRACTION | SOLID FRACTION | ||||
|---|---|---|---|---|---|---|
| XS recovery (XR) 1 | Hydrolysis efficiency (EH) 2 | Glucan conversion (EGC)3 | ||||
| Effect | p-value | Effect | p-value | Effect | p-value | |
| Media | 38.775 | 0.0011 | 42.950 | <0.0001 | 42.537 | 0.0001 |
| Curvature | 24.403 | 0.0440 | 8.300 | 0.0010 | 5.458 | 0.0972 |
| T | 3.945 | 0.2753 | 33.600 | <0.0001 | 31.275 | 0.0009 |
| t | 25.735 | 0.0105 | 10.400 | 0.0001 | 11.325 | 0.0071 |
| MC | 6.805 | 0.1242 | 6.150 | 0.0005 | 7.475 | 0.0161 |
| T.t | -13.960 | 0.0343 | 4.800 | 0.0009 | 4.925 | 0.0359 |
| T.H | 7.500 | 0.1056 | -0.250 | 0.2193 | 1.175 | 0.3456 |
| H.t | -9.180 | 0.0743 | -7.250 | 0.0004 | -6.875 | 0.0189 |
| Parameter | EV7A | EV9A | ||||
|---|---|---|---|---|---|---|
| Solids loading (wt%) | 13 | 13 | 27 | 13 | 13 | 27 |
| Water washing | Yes | No | No | Yes | No | No |
| Enzymatic hydrolysis parameters at 12 h | ||||||
| Final glucose (g/L) | 42.6 ± 0.5 | 44.0 ± 1.1 | 45.0 ± 0.1 | 42.7 ± 1.0 | 38.0 ± 1.1 | 27.2 ± 1.1 |
| Hydrolysis efficiency (%) | 50.9 ± 2.2 | 53.5 ± 2.0 | 27.7 ± 0.1 | 53.7 ± 1.5 | 42.3 ± 1.0 | 16.5 ± 0.5 |
| Glucan conversion efficiency (%) | 52.1 ± 0.6 | 53.4 ± 1.5 | 26.1 ± 0.1 | 52.5 ± 1.1 | 42.6 ± 1.3 | 16.3 ± 0.6 |
| Enzymatic hydrolysis parameters at 24 h | ||||||
| Final glucose (g/L) | 55.4 ± 0.7 | 50.4 ± 2.1 | 49.6 ± 1.2 | 51.0 ± 1.8 | 51.1 ± 1.8 | 35.5 ± 1.8 |
| Hydrolysis efficiency (%) | 67.1 ± 1.9 | 61.8 ± 2.4 | 30.0 ± 0.8 | 64.3 ± 1.9 | 57.3 ± 1.9 | 21.5 ± 0.9 |
| Glucan conversion efficiency (%) | 67.7 ± 0.9 | 61.3 ± 1.9 | 28.3 ± 0.8 | 62.6 ± 2.2 | 57.3 ± 2.1 | 21.3 ± 1.1 |
| Ethanol production parameters for SSF at 42 h of PSSF | ||||||
| Ethanol (g/L) | 30.7 ± 1.9 | 27.7 ± 0.9 | 27.0 ± 0.8 | 25.2 ± 1.3 | 21.0 ± 1.8 | 21.0 ± 1.7 |
| Ethanol productivity (g/Lh) | 0.73 ± 0.05 | 0.66 ± 0.02 | 0.64 ± 0.01 | 0.60 ± 0.04 | 0.50 ± 0.05 | 0.50 ± 0.04 |
| Ethanol yield (L/t) | 227 ± 15 | 206 ± 13 | 96 ± 0 | 189 ± 10 | 154 ± 13 | 77 ± 6 |
| EC (%) 1 | 76.2 ± 2.2 | 69.5 ± 2.2 | 32.6 ± 0.2 | 62.6 ± 2.2 | 49.9 ± 2.5 | 25.0 ± 2.1 |
| EG (%) 2 | 73.6 ± 2.5 | 65.9 ± 2.3 | 30.7 ± 0.2 | 60.5 ± 2.3 | 49.2 ± 2.5 | 24.6 ± 2.1 |
| Assay | Water washing | G0 | k (h-1) | h | R2 |
|---|---|---|---|---|---|
| EV7A | No | 81.37 | 0.185 | 0.437 | 0.991 |
| Yes | 81.42 | 0.166 | 0.383 | 0.997 | |
| EV9A | No | 80.15 | 0.176 | 0.476 | 0.985 |
| Yes | 79.41 | 0.177 | 0.423 | 0.995 |
| Material | Operation condition | Ethanol (g/L) | Productivity (g/L.h) | EC 1 (%) | Ethanol yield (L/t) | Reference |
|---|---|---|---|---|---|---|
| E. urograndis chips | SE (210°C, 5 min), fermentation (4% TS, 7-44 FPU/g TS, SHF) | 21 | 0.3 | 83-84 | NR | [52] |
| E. grandis chips (whole tree) | Acid pretreatment (170-186°C, 15 min, H2SO4 0.75-2.4%, drained solid), SE (185°C, 5 min), fermentation (15 wt% TS, 20 FPU/g glucan, PSSF) | 10-18 | 0.1-0.3* | 23-42 | 105-1662 | [26] |
| E. urograndis chips | SE (210°C, 10 min), fermentation (20 wt% TS, 13 FPU/g TS, SHF) | 27 | 1.4 | 88 | 219 | [6] |
| E. benthamii, E. grandis chips | 7.9 mm, acid impregnation (0.5-0.8% H3PO4, 4 h), SE (200°C, 5-10 min), fermentation (10 wt% TS, cellulase 14.7 FPU/g TS, SHCF) | 21-24 | 0.2-0.32 | NR | 304 | [53] |
| E. globulus chips | 8 mm, SE (180-210°C, 10-30 min), fermentation (5-14 wt% TS, 10-20 FPU/g TS, β-glucosidase/cellulase, SSF) | 5.4-50.9 | 1.0-2.7 | 31-91 | NR | [42] |
| Poplar hybrids (H-29, H-34) | 10 mm, SE (200-220°C, 3-5 min), fermentation (10 wt% TS, 15 FPU/g TS, SSF) | 9-21 | 0.1-0.32 | 32-70 | NR | [51] |
| Olive tree pruning chips | < 10 mm, SE (190-240°C, 5 min, 0-2% H2SO4, 10-50% moisture), fermentation (10 wt% TS, 15 FPU/g TS, β-glucosidase at 15 IU/g TS, SSF, 35°C) | NR | NR | 29-68 | 1252 | [46] |
| Sugarcane bagasse | 50% moisture, with & without extraction (95% ethanol, 7 h), SE (195°C, 7.5 min, with & without H3PO4 or H2SO4, 9.5 mg acid/TS), hydrolysis (7.3 wt% TS, 8.4 FPU/g TS, 96 h), fermentation (12 wt% TS, SHF, SSF, PSSF) | 23-27 (SHF) 15 – 19 (SSF) 15 (PSSF) |
0.3 (SHF) 0.3-0.4 (SSF) 0.6 (PSSF) |
84-92 (SHF) 57-75 (SSF) 50-54 (PSSF) |
NR | [47] |
| Rapeseed straw | SE (215°C, 7.5 min), fermentation (20-30 wt% TS, 20-40 FPU/g TS, SSF and PSSF 30 wt% TS) | 43-50 (SSF) 53-56 (PSSF) |
0.6-0.7* (SSF) 0.5-0.7* (PSSF) |
61-78 (SSF) 63-67 (PSSF) |
122-157 (SSF) 125-136 (PSSF) |
[50] |
| E. grandis sawdust | SE (205°C, 10 min, 8% moisture), drained, hydrolysis and fermentation (27 wt% TS, 25 FPU/g glucan, PSSF) | 27.0 | 0.64 | 32.6 | 96 | This work |
| E. grandis sawdust | SE (205°C, 10 min, 8% moisture), hydrolysis and fermentation (13 wt% TS, 25 FPU/g glucan, PSSF) | 30.7 | 0.85 | 76.2 | 227 | This work |
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