| Literature DB >> 35324804 |
Santi Chuetor1, Elizabeth Jayex Panakkal2, Thanagorn Ruensodsai2, Kraipat Cheenkachorn1, Suchata Kirdponpattara1, Yu-Shen Cheng3, Malinee Sriariyanun2.
Abstract
One of the major concerns for utilizing ionic liquid on an industrial scale is the cost involved in the production. Despite its proven pretreatment efficiency, expenses involved in its usage hinder its utilization. A better way to tackle this limitation could be overcome by studying the recyclability of ionic liquid. The current study has applied the Box-Behnken design (BBD) to optimize the pretreatment condition of rice straw through the usage of 1-ethyl-3-methylimidazolium acetate (EMIM-Ac) as an ionic liquid. The model predicted the operation condition with 5% solid loading at 128.4 °C for 71.83 min as an optimum pretreatment condition. Under the optimized pretreatment condition, the necessity of the best anti-solvent was evaluated among water, acetone methanol, and their combinations. The study revealed that pure methanol is the suitable choice of anti-solvent, enhancing the highest sugar yield. Recyclability of EMIM-Ac coupled with anti-solvent was conducted up to five recycles following the predicted pretreatment condition. Fermentation studies evaluated the efficacy of recycled EMIM-Ac for ethanol production with 89% more ethanol production than the untreated rice straw even after five recycles. This study demonstrates the potential of recycled ionic liquid in ethanol production, thereby reducing the production cost at the industrial level.Entities:
Keywords: EMIM-Ac; anti-solvent; enzymatic saccharification; ethanol; ionic liquid; lignocellulosic biomass; recycling
Year: 2022 PMID: 35324804 PMCID: PMC8944977 DOI: 10.3390/bioengineering9030115
Source DB: PubMed Journal: Bioengineering (Basel) ISSN: 2306-5354
Value of pretreatment parameters with corresponding coded level.
| Pretreatment Factor | Level of Factor | ||
|---|---|---|---|
| Low | Med | High | |
| Abbreviation | −1 | 0 | 1 |
| Loading ratio (wt%) (X1) | 5 | 10 | 15 |
| Temperature (°C) (X2) | 100 | 120 | 140 |
| Time (min) (X3) | 30 | 60 | 90 |
Figure 1Process flow of EMIM-Ac pretreatment and enzymatic saccharification of biomass and process of EMIM-Ac recycling.
BBD design to assess the effects of pretreatment factors (loading ratio (X1, %), temperature (X2, °C) and time (X3, min)) on reducing sugar yield (Y, mg) of EMIM-Ac pretreated rice straw.
| Run | Pretreatment Condition | Reducing Sugar (Y) (mg) | ||
|---|---|---|---|---|
| Loading Ratio (X1) (%) | Temperature (X2) (°C) | Time (X3) (min) | ||
| 1 | 15 | 120 | 30 | 22.36 |
| 2 | 5 | 120 | 90 | 44.19 |
| 3 | 5 | 140 | 60 | 54.64 |
| 4 | 10 | 120 | 60 | 48.31 |
| 5 | 15 | 120 | 90 | 45.14 |
| 6 | 10 | 120 | 60 | 43.52 |
| 7 | 10 | 120 | 60 | 45.70 |
| 8 | 15 | 100 | 60 | 16.99 |
| 9 | 10 | 120 | 60 | 46.57 |
| 10 | 5 | 120 | 30 | 32.48 |
| 11 | 10 | 100 | 30 | 15.35 |
| 12 | 15 | 140 | 60 | 29.95 |
| 13 | 5 | 100 | 60 | 23.09 |
| 14 | 10 | 120 | 60 | 44.10 |
| 15 | 10 | 140 | 90 | 31.90 |
| 16 | 10 | 140 | 30 | 40.70 |
| 17 | 10 | 100 | 90 | 27.98 |
Optimum pretreatment conditions and predicted sugar yield obtained from RSM experiment.
| EMIM-Ac | Mathematical models | Sugar content (mg) = - 429.80831 − (0.99874 × Conc.) + (7.03793 × Temp.) + (0.97107 × Time) − (0.027403 × Temp2) − (0.00676158 × Time2) |
| Optimal pretreatment condition | 5% loading ratio, 128.4 °C temperature, 71.83 min time | |
| Predicted sugar yield | 51.96 mg |
Figure 2Contour plots representing the relation between the pretreatment factors on sugar yields using EMIM-Ac.
Figure 3SEM images of biomass portraying the effects of EMIM-Ac pretreatment on biomass morphology. (A) Untreated rice straw and (B) EMIM-Ac pretreated rice straw using water as an anti-solvent at the optimal condition.
Figure 4Reducing sugar yield attained from enzymatic saccharification of pretreated biomass with fresh and recycled EMIM-Ac and using various types of anti-solvent (A1M5—Acetone:Methanol (1:5), M1A5—Methanol:Acetone (1:5)). Alphabets indicate the results of ANOVA analysis, and different alphabet means significantly different (p < 0.05).
Figure 5FT-IR spectra of untreated and pretreated rice straw for wavenumbers between 400–1700 cm−1 using EMIM-Ac pretreatment with various types of anti-solvents.
The FTIR spectrum with different wavenumbers representing different functional groups in chemical derivatives of lignocellulosic biomass.
| Peak, cm–1 | Functional Group Assignment | References |
|---|---|---|
| 897 | β-glycosidic linkage; vibration of amorphous cellulose | [ |
| 1060 | Bond Stretching in C–O of homo and heteropolysaccharide | [ |
| 1246 | C–O stretching of phenolics in lignin | [ |
| 1321 | Stretching vibration of C=O in syringyl, guaiacyl group | [ |
| 1373 | Deformation of C–H in homo and heteropolysaccharide | [ |
| 1430 | C–H2 bending of cellulose | [ |
| 1460 | Deformations in C–H bonds of lignin | [ |
| 1510 | Vibration in aromatic skeleton of lignin | [ |
| 1637 | Phenolics in lignin | [ |
Figure 6FT-IR spectra of untreated and pretreated rice straw for wavenumbers between 400–1700 cm−1 using EMIM-Ac pretreatment after five times recycle with various types of anti-solvents.
Figure 7Ethanol concentration and reducing sugar yield obtained from enzymatic hydrolysis of pretreated rice straw by recycled EMIM-Ac and utilizing methanol as an antisolvent. Small alphabet indicate the results of ANOVA analysis, and different alphabet means significantly different (p < 0.05).
Comparison with previous studies to produce ethanol from IL-pretreated lignocellulosic biomass with various types of ionic liquids and anti-solvents.
| Biomass | Pretreatment Conditions | Anti-Solvent | Sugar Concentration | Ethanol Concentration | References |
|---|---|---|---|---|---|
| Wood powder | 15% solid loading, 120 °C, 2 h | Dimethyl formamide | Glucose: 31 g/100 g biomass | 3 g/L | [ |
| Yellow pine wood | 5% solid loading, 140 °C, 45 min | - | 26.89 g/100 g biomass | 2.6 g/L | [ |
| Barely straw | 5.26% solid loading, 105 °C, 7.5 h | Water | 36.3 g glucose/100 g biomass | 18.5 g/L | [ |
| Water hyacinth | 5.89% solid loading, 120 °C, 180 min | Water | 4.5 g/100 g biomass | 1.3 g/L | [ |
| Rice straw | 15% solid loading, 120 °C, 5 h | Water | 44.3 g glucose/100 g biomass | 1.92 g/L | [ |
| Rice straw | R0, 5% solid loading, 128.4 °C, 71.83 min | Methanol | 57.3 mg/100 mg biomass | 5.9 g/L | This study |