| Literature DB >> 23356733 |
Ye Chen1, Mark A Stevens, Yongming Zhu, Jason Holmes, Hui Xu.
Abstract
BACKGROUND: Previous research on alkaline pretreatment has mainly focused on optimization of the process parameters to improve substrate digestibility. To achieve satisfactory sugar yield, extremely high chemical loading and enzyme dosages were typically used. Relatively little attention has been paid to reduction of chemical consumption and process waste management, which has proven to be an indispensable component of the bio-refineries. To indicate alkali strength, both alkali concentration in pretreatment solution (g alkali/g pretreatment liquor or g alkali/L pretreatment liquor) and alkali loading based on biomass solids (g alkali/g dry biomass) have been widely used. The dual approaches make it difficult to compare the chemical consumption in different process scenarios while evaluating the cost effectiveness of this pretreatment technology. The current work addresses these issues through pretreatment of corn stover at various combinations of pretreatment conditions. Enzymatic hydrolysis with different enzyme blends was subsequently performed to identify the effects of pretreatment parameters on substrate digestibility as well as process operational and capital costs.Entities:
Year: 2013 PMID: 23356733 PMCID: PMC3575303 DOI: 10.1186/1754-6834-6-8
Source DB: PubMed Journal: Biotechnol Biofuels ISSN: 1754-6834 Impact factor: 6.040
Central composite design of alkaline pretreatment of corn stover
| 1 | 0.052 | 74 | 102 |
| 2 | 0.100 | 95 | 75 |
| 3 | 0.070 | 130 | 75 |
| 4 | 0.070 | 95 | 120 |
| 5 | 0.088 | 116 | 102 |
| 6 | 0.052 | 74 | 48 |
| 7 a | 0.070 | 95 | 75 |
| 8 | 0.088 | 116 | 48 |
| 9 | 0.040 | 95 | 75 |
| 10 | 0.070 | 60 | 75 |
| 11 | 0.088 | 74 | 102 |
| 12 | 0.052 | 116 | 102 |
| 13 | 0.070 | 95 | 30 |
| 14 | 0.052 | 116 | 48 |
| 15 | 0.088 | 74 | 48 |
| 16 a | 0.070 | 95 | 75 |
a Center point of the central composite design.
Composition of washed pretreated corn stover solids
| 74 | 0.052 | 102 | 48.11 | 25.75 | 14.44 | 96.16 | 92.88 | 59.41 | 80.38 |
| 95 | 0.100 | 75 | 61.20 | 28.20 | 6.42 | 93.25 | 77.53 | 20.12 | 61.26 |
| 130 | 0.070 | 75 | 57.85 | 25.98 | 9.74 | 95.75 | 77.61 | 33.17 | 66.55 |
| 95 | 0.070 | 120 | 55.46 | 27.20 | 8.98 | 96.47 | 85.39 | 32.14 | 69.95 |
| 116 | 0.088 | 102 | 59.53 | 26.91 | 5.36 | 95.20 | 77.67 | 17.65 | 64.30 |
| 74 | 0.052 | 48 | 46.63 | 25.31 | 14.84 | 96.66 | 94.69 | 63.28 | 83.35 |
| 95 d | 0.070 | 75 | 54.60 | 26.16 | 8.37 | 97.64 | 84.44 | 30.81 | 71.91 |
| 116 | 0.088 | 48 | 60.24 | 27.53 | 4.74 | 96.89 | 79.92 | 15.69 | 64.68 |
| 95 | 0.040 | 75 | 45.25 | 25.06 | 15.20 | 97.69 | 97.64 | 67.50 | 86.80 |
| 60 | 0.070 | 75 | 48.48 | 25.18 | 12.19 | 97.55 | 91.44 | 50.47 | 80.90 |
| 74 | 0.088 | 102 | 54.03 | 25.64 | 8.06 | 95.83 | 82.07 | 29.40 | 71.31 |
| 116 | 0.052 | 102 | 50.67 | 24.68 | 13.36 | 95.70 | 84.13 | 51.94 | 75.95 |
| 95 | 0.070 | 30 | 51.60 | 26.00 | 11.48 | 96.43 | 87.68 | 44.13 | 75.14 |
| 116 | 0.052 | 48 | 49.43 | 25.03 | 14.07 | 96.46 | 88.13 | 56.50 | 78.46 |
| 74 | 0.088 | 48 | 54.34 | 25.54 | 9.35 | 97.13 | 82.39 | 34.38 | 71.87 |
| 95 d | 0.070 | 75 | 54.22 | 26.33 | 8.21 | 97.81 | 84.29 | 30.26 | 71.59 |
a The composition of insoluble solids are based on oven-dry weight. b Values are expressed as averages of three replicate samples. Coefficient of variation (CV) is below 2.1 %. c Values were calculated based on the total recovery, composition of alkaline pretreated, as well as that of raw corn stover. d Center point of the central composite design.
Statistical analysis of the effects of pretreatment parameters on corn stover xylan recovery and delignification
| R2 | 0.942 | 0.985 | ||
| Prob. > F | < 0.0001* | < 0.0001* | ||
| NaOH loading | −2.922 | < 0.0001* | 8.730 | < 0.0001* |
| Temperature | −0.002 | < 0.0001* | 0.003 | < 0.0001* |
| Time | −0.0003 | 0.015* | 0.001 | < 0.0001* |
| NaOH loading × temperature | 0.028 | 0.027* | 0.053 | 0.003* |
| NaOH loading × time | 0.008 | 0.374 | −0.014 | 0.272 |
| Temperature × time | −9.09 × e-6 | 0.258 | −1.376 × e-5 | 0.208 |
| NaOH loading × NaOH loading | 31.764 | 0.0218* | −137.865 | < 0.0001* |
| Temperature × temperature | −1.62 × e-6 | 0.865 | −8.50 × e-5 | < 0.0001* |
| Time × time | 8.93 × e-6 | 0.133 | −3.325 × e-5 | < 0.0003* |
a Numbers with asterisk indicate that the term has a significant effect at 95 % confidence interval.
Enzymatic hydrolysis of alkaline pretreated corn stover
| 74 | 0.052 | 102 | 47.35% | 45.56% | 45.53% | 42.32% | 56.79% | 55.30% |
| 95 | 0.100 | 75 | 82.31% | 75.67% | 76.75% | 58.67% | 88.19% | 79.84% |
| 130 | 0.070 | 75 | 59.83% | 67.21% | 57.28% | 52.16% | 88.42% | 79.87% |
| 95 | 0.070 | 120 | 69.63% | 70.47% | 67.17% | 60.17% | 83.98% | 77.39% |
| 116 | 0.088 | 102 | 82.63% | 76.62% | 78.66% | 59.51% | 94.12% | 84.55% |
| 74 | 0.052 | 48 | 49.29% | 42.53% | 47.65% | 40.27% | 64.21% | 58.07% |
| 95 d | 0.070 | 75 | 68.42% | 72.94% | 66.81% | 61.59% | 89.75% | 80.58% |
| 116 | 0.088 | 48 | 82.32% | 79.22% | 79.76% | 63.32% | 91.42% | 82.03% |
| 95 | 0.040 | 75 | 47.18% | 38.04% | 46.09% | 37.14% | 59.40% | 50.27% |
| 60 | 0.070 | 75 | 55.72% | 53.82% | 54.35% | 49.22% | 66.25% | 62.45% |
| 74 | 0.088 | 102 | 75.71% | 73.24% | 72.55% | 60.11% | 90.89% | 80.43% |
| 116 | 0.052 | 102 | 61.11% | 61.76% | 58.49% | 51.96% | 95.57% | 83.29% |
| 95 | 0.070 | 30 | 68.01% | 64.40% | 65.59% | 56.46% | 86.79% | 76.17% |
| 116 | 0.052 | 48 | 55.42% | 60.37% | 53.45% | 53.20% | 80.88% | 71.78% |
| 74 | 0.088 | 48 | 70.54% | 72.13% | 68.51% | 59.43% | 88.90% | 80.73% |
| 95 d | 0.070 | 75 | 68.71% | 73.00% | 66.99% | 61.95% | 89.95% | 81.20% |
a Values are expressed as averages of two replicate samples. Coefficient of variation (CV) is below 2.5%.b Glucose and xylose yield was calculated based on glucan and xylan content in pretreated and washed corn stover. c glucose and xylose yield was calculated based on glucan and xylan content in raw corn stover. d Glucan (or xylan) enzyme accessibility was defined as the fraction of glucan (or xylan) in biomass that can be converted to monomeric sugars by enzyme activities. They were obtained by measuring glucan or xylan conversions at an extremely high enzyme dosage (50 mg Cellic® CTec2/g glucan).
Statistical analysis of the effects of pretreatment parameters on corn stover hydrolysisa
| R2 | 0.951 | 0.966 | 0.914 | 0.939 | ||||
| Prob > F | < 0.0001* | < 0.0001* | < 0.0001* | < 0.0001* | ||||
| NaOH loading | 6.417 | < 0.0001* | 5.084 | < 0.0001* | 5.962 | < 0.0001* | 2.987 | < 0.0001* |
| Temperature | 0.002 | < 0.0001* | 0.002 | < 0.0001* | 0.001 | < 0.0001* | 0.001 | < 0.0001* |
| Time | 0.0003 | 0.159 | 0.0003 | 0.0592 | 0.0002 | 0.336 | 9.604 × e-5 | 0.467 |
| NaOH loading × temperature | −0.004 | 0.852 | −0.052 | 0.0017* | −0.004 | 0.835 | −0.042 | 0.0022* |
| NaOH loading × time | 0.004 | 0.786 | −0.006 | 0.594 | 0.0001 | 0.998 | −0.003 | 0.743 |
| Temperature × time | 6.139 × e-6 | 0.663 | 6.798 × e-6 | 0.491 | 4.46 × e-6 | 0.763 | 3.804 × e-7 | 0.948 |
| NaOH loading × NaOH loading | −26.181 | 0.263 | −86.943 | < 0.0001* | −43.260 | 0.086 | −76.638 | < 0.0001* |
| Temperature × temperature | −7.616 × e-5 | 0.0002* | −6.44 × e-5 | < 0.0001* | −7.753 × e-5 | 0.0002* | −5.918 × e-6 | < 0.0001* |
| Time × time | 8.50 × e-6 | 0.411 | −4.701 × e-6 | 0.514 | 5.53 × 10-6 | 0.628 | 3.898 × e-7 | 0.948 |
a Numbers with asterisk indicate that the term has a significant effect at 95 % confidence interval.
Figure 1Improvement of xylan conversion of alkaline pretreated corn stover by accessory hemicellulases.
Figure 2Effect of alkali solution concentration and biomass alkali loading on delignification of corn stover.
Figure 3Relationship between biomass alkali loading and (a) glucan and xylan conversion during hydrolysis and (b) glucan and xylan conversion for the combined processes of pretreatment and hydrolysis. Hydrolysis of pretreated corn stover was conducted at 8.5% total solids level.
Figure 4Relationship between alkali solution concentration and (a) glucan and xylan conversion in hydrolysis and (b) glucan and xylan conversion for the combined processes of pretreatment and hydrolysis. Hydrolysis of pretreated corn stover was conducted at 8.5 % total solids level.