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Article

Sugarcane Bagasse Hydrolysis Enhancement by Microwave-Assisted Sulfolane Pretreatment

by
Patricia Portero-Barahona
1,2,
Enrique Javier Carvajal-Barriga
1,
Jesús Martín-Gil
2 and
Pablo Martín-Ramos
3,*
1
CLQCA, Neotropical Centre for the Biomass Research, School of Biological Sciences, Pontifical Catholic University of Ecuador, Avda. 12 de Octubre 1076 y Roca, Quito 170303, Ecuador
2
Agriculture and Forestry Engineering Department, ETSIIAA, Universidad de Valladolid, Avenida de Madrid 44, 34004 Palencia, Spain
3
EPS, Instituto Universitario de Investigación en Ciencias Ambientales de Aragón (IUCA), Universidad de Zaragoza, Carretera de Cuarte, s/n, 22071 Huesca, Spain
*
Author to whom correspondence should be addressed.
Energies 2019, 12(9), 1703; https://doi.org/10.3390/en12091703
Submission received: 19 April 2019 / Revised: 28 April 2019 / Accepted: 30 April 2019 / Published: 6 May 2019
(This article belongs to the Special Issue Biomass Pretreatment and Biomass Conversion to Biofuels)

Abstract

:
Sugarcane bagasse is the major by-product of the sugarcane industry and, due to its abundant availability, it has been extensively studied for lignocellulosic bioconversion in the production of bioethanol and other value-added commercial products. In the study presented herein, a combined pretreatment using sulfolane, TiO2 and alkali microwave irradiation (MW-A) was assessed for the dissolution of lignin prior to enzymatic saccharification of holocellulose. Total reducing sugars (TRS) and saccharinic acid yields were investigated. The increase in NaOH concentration up to 5% and in temperature from 120 °C to 140 °C were found to have a positive influence on both yields. While increasing the reaction time from 5 to 60 min only led to an increase in TRS yield <2%, a reaction time of 30 min almost doubled the saccharinic acids production. TRS yields and saccharinic acid production were approximately 5% and 33% higher when the sulfolane-TiO2 reaction medium was used, as compared to MW-A in water, reaching up to 64.8% and 15.24 g/L of saccharinic acids, respectively. The proposed MW-A pretreatment may hold promise for industrial applications, given the good TRS yields obtained, and the associated enzyme and time/energy savings. The use of sulfolane-TiO2 reaction medium is encouraged if saccharinic acids are to be recovered too.

Graphical Abstract

1. Introduction

In recent decades, several strategies for the valorization of biomass and its associated waste have been extensively researched for the production of energy and bioproducts. In this context, second-generation (2G) bioethanol from lignocellulosic biomass as a raw material has gained interest in the development and application of sustainable technologies [1].
Lignocellulosic materials are complex structures formed mainly by cellulose, hemicellulose and lignin. For lignocellulosic ethanol production, three steps are required: (i) a pretreatment, which converts the recalcitrant lignocellulosic structure into cellulosic and hemicellulosic intermediates; (ii) an enzymatic hydrolysis, in which enzymes hydrolyze cellulose and hemicellulose polymers to fermentable sugars such as glucose and xylose, respectively; and (iii) a fermentation stage, in which ethanol is produced by microorganisms.
Thus, the goal of the pretreatment is to disrupt the polymeric components of the lignocellulosic matrix, increasing availability of cellulose and hemicellulose so that they can be converted into monosaccharides and bioethanol in subsequent steps. Nonetheless, lignin is a recalcitrant structure that hinders the enzymes accessibility to aforementioned polysaccharides [2]. Hence, one of the most challenging stages in the second-generation ethanol production process is the pretreatment (dissolution of lignin) prior to enzymatic saccharification of holocellulose [3].
A number of different strategies have been assayed to disrupt the macromolecular structure that binds the matrix of cellulose, hemicellulose and lignin [4]. The choice of an appropriate pretreatment—according to the physical and chemical characteristics of the biomass to be converted into ethanol—is essential for the fractionation of lignocellulosic biomass, lignin removal, the reduction of cellulose crystallinity and the increase in material porosity, resulting in an increase in the amount of fermentable sugars released to the medium [5].
Numerous technologies involving physical and chemical pretreatments—applied separately, simultaneously, or in a sequential manner—have been investigated [6]. Physical pretreatments include: mechanical comminution [7], thermal methods (pyrolysis, steam explosion and hydrothermal) [8,9], microwave irradiation [10] and ultrasonic treatment [11]. On the other hand, chemical pretreatments that make use of acidic catalysts [12], alkalis [13], ionic liquids [14] and organosolvs [15] have also been received extensive attention in the literature.
Combined physical-chemical pretreatments have been reported to have a synergistic effect on the dissolution of lignin, improving subsequent enzymatic saccharification [16,17]. In this regard, microwave irradiation combined with chemical catalysts (acids, alkalis, organosolvs and ionic liquids) holds particular promise in comparison with other heating systems [18,19]. The main advantage of microwave irradiation (MWI) pretreatments over those based on conventional heating systems is that a homogeneous distribution of heat in the substrate can be achieved, while the latter generate temperature gradients in the biomass. In the MWI-based approach, the molecular collisions generated by dielectric polarization and rapid heat transfer break the complex structure of lignocellulose, resulting in shorter reaction times and in a higher energy efficiency [7,20].
Apropos of the chemical pretreatments, several studies have reported on the efficiency of orgasolvs for the conversion of lignocellulosic biomass into hydrolyzed cellulose and high-purity lignin, allowing for the recovery of valuable byproducts and improving the economic viability of the overall cellulosic ethanol process [21]. In this type of pretreatment, the lignocellulosic material is subjected to an organic solvent, with or without catalysts [22]. Low-boiling alcohols, such as ethanol and methanol, have been widely used as organosolvs due to their low cost and easy recovery in the process, but they require operating at a high pressure and hence special equipment that is expensive to purchase and operate has to be used [23]. High-boiling alcohols, such as ethylene glycol or glycerol, can also be used at low temperatures and pressure, but their recovery requires more energy [24].
The search for alternative solvents amenable to be used in lignocellulose pretreatments has led to the consideration of sulfolane, which features several interesting properties: it has a high chemical and thermal stability, and presents solvent properties for the extraction of aromatic hydrocarbons [25]. Thus, sulfolane can be used for the delignification of lignocellulosic materials, given the fact that lignin is a complex molecule composed mainly by aromatic alcohols such as p-coumaryl alcohol, coniferyl alcohol and sinapyl alcohol.
Further, during the pretreatment stage, other platform chemicals can be recovered [26]. For instance, saccharinic acids can be used for the preparation of various fine chemicals; as complexing agents for heavy metals [27], radionuclides and other materials; or as energy sources for aerobic and anaerobic bacteria [28].
In the study presented herein, the effect of a combined pretreatment of sugarcane bagasse (SCB) using organosolv (sulfolane) and alkali microwave irradiation was assessed, with the aim of finding the best pretreatment conditions for a more efficient subsequent enzymatic hydrolysis. Secondarily, the production of saccharinic acids during the pretreatment was also monitored.

2. Materials and Methods

2.1. Raw Materials and Reagents

Sugarcane bagasse was supplied by a local sugar production company (Ingenio Azucarero del Norte, Imbabura, Ecuador) and was used as the lignocellulosic raw material. The lignocellulosic material was dried, physically processed (cut, milled) and sieved (<100 µm). Titanium dioxide (TiO2; CAS 1317-70-0; anatase, nanopowder, 99.7%), sulfolane (C4H8O2S; CAS 126-33-0; 99%), 3,5-dinitrosalicylic acid (DNS; CAS 609-99-4; 98%), barbituric acid (C4H4N2O3; CAS 67-52-7; 99%), 2,4,5,6-tetrahydroxyhexanoic acid (C6H12O6; CAS 1518-59-8), sodium hydroxide (NaOH; CAS 1310-73-2; ≥97%), sodium (meta)periodate (NaIO4; CAS 7790-28-5; ≥99.0%) and sodium (meta)arsenite (NaAsO2; CAS 7784-46-5; ≥90%) were purchased from Sigma Aldrich Química S.A. (Madrid, Spain). Phosphoric acid (H3PO4, CAS 7664-38-2; 85%) was supplied by Panreac Química SLU (Castellar del Vallès, Spain). Cellic® Ctec2 y Cellic® Htec2 enzymes were donated by Novozymes (Bagsværd, Denmark).

2.2. Vibrational and SEM Characterization

The vibrational spectra were characterized with a Nicolet iS50 (Thermo Scientific, Waltham, MA, USA) Fourier-Transform Infrared (FTIR) spectrometer equipped with a diamond attenuated total reflection (ATR) module. Spectra were collected in the 400–4000 cm−1 region with a 1 cm−1 spectral resolution, averaging 64 scans.
Scanning electron microscopy (SEM) images were obtained with a FlexSEM 1000 (Hitachi, Chiyoda, Tokyo, Japan) apparatus.

2.3. Organosolv on Alkali Microwave-Assisted Pretreatment

SCB pretreatments were carried out in a Milestone Srl (Sorisole, Italy) Ethos-One microwave oven, with and without sulfolane as an organosolv medium and with TiO2 as a co-catalyst of the reaction. The effect of the organosolv was tested in alkali conditions, for which 0.5%, 1%, 3% and 5% NaOH solutions were tested. The experiment was carried out by mixing 10% (w/v) of SCB (dry biomass, particles < 100 µm), 0.2% (w/v) of TiO2, and a 1:1 (v/v) NaOH solution to sulfolane ratio. The final concentration of sulfolane in the reaction was 50% (v/v) [29]. In pretreatments without organosolv medium, sulfolane and TiO2 were replaced by distilled water. Finally, this mixture was subjected to sonication (with a probe-type UIP1000hdT ultrasonicator; Hielscher, Teltow, Germany; 1000 W, 20 kHz) for 1 min and to irradiation in a microwave oven at different temperatures (120, 130 and 140 °C) and for various reaction times (5, 15, 30, 45 and 60 min). After pretreatment, the solid residue was separated by centrifugation, at 5000 rpm for 10 min. The solid fraction was repeatedly washed with distilled water until a neutral pH was reached, and was dried at 105 °C for 24 h.

2.4. Enzymatic Hydrolysis

The enzymatic hydrolysis of the solid residues obtained from the pretreatments was carried out using Cellic® Ctec2 and Cellic® Htec2 enzymes. For the reactions, a loading of Cellic® Ctec 2 of 10 filterpaper units (FPU)/g of substrate and 20% Cellic® Htec2 (based on the amount of Cellic® Ctec2 loading) was added to a 50 mM sodium citrate buffer (pH 4.8), and then the solid substrate was mixed up to 15% (w/v). Enzymatic hydrolysis experiments were performed in triplicate at 50 °C, 100 rpm for 72 h.

2.5. Total Reducing Sugars Measurements

The total amount of reducing sugars (TRS) in the enzymatic hydrolysates was determined spectrometrically according to the DNS method (Miller, 1959). The hydrolysate was filtered and 2 mL of the filtrate were mixed in a test tube with 2 mL of DNS reagent. The test tube was incubated in a boiling water bath for 10 min and immediately immersed in an ice bath to stop the reaction. The solution of the sample and the DNS reagent was calibrated with distilled water to a final volume of 15 mL and the absorbance of the solution was measured at 540 nm. Glucose was used for the calibration curve. The TRS yield was obtained with Equation (1):
TRS   ( % ) = Concentration   of   TRS   ( g · L 1 ) Initial   biomass   concetration   ( g · L 1 ) × 100

2.6. Saccharinic Acid Measurements

Saccharinic acids were spectrometrically quantified according to the method proposed by Ko [30]. In a tube, 0.2 M sodium (meta)periodate (0.1 mL) and the hydrolysate resulting from SCB alkaline pretreatment (0.2 mL) were mixed. The mixture was left in incubation at room temperature for 20 min, and then sodium arsenite 5% (1 mL) and barbituric acid (1.5 mL) were added. The solution was heated at 100 °C for 30 min, cooled to room temperature, and the absorbance was determined at 486 nm. The same procedure was applied to the standard (2,4,5,6-tetrahydroxyhexanoic acid) to determine the calibration curve.

2.7. Statistical Analysis

The data was statistically processed by using IBM (Armonk, NY, USA) SPSS Statistics v.25 software, performing an analysis of variance (ANOVA). The means of experiments were compared using Tukey’s HSD (honestly significant difference) test with a significance level of 0.05.

3. Results and Discussion

3.1. Vibrational and SEM Characterization

The ATR-FTIR spectra of the untreated and treated SCB samples are depicted in Figure 1. Both pretreated and treated residues exhibited a peak at around 2900 cm−1, which indicates -CH2 stretching; a peak at 897 cm−1, which indicates β-glucosidic linkages (present in cellulose and xylan); and a strong band at 1031 cm−1, attributed to C–O–C stretching from cellulose and hemicelluloses [31].
The treated bagasse presented a notable decrease in the absorbance of peaks attributed to lignin, such as the one at 1729 cm−1, attributed to ferulate and p-coumarate esters [32]; those at 1603 cm−1 and 1513 cm−1, ascribed to the vibration of the aromatic ring [33]; the one at 1374 cm−1, associated with syringyl group [34]; and the one at 832 cm−1, attributed to the C-H out of plane bending vibrations in the p-hydroxyphenyl propane units [35]. While the increased intensity of the band at 898 cm−1 showed an increase in cellulose content due to the delignification, the decrease in intensity of the band at around 1369 cm−1 indicated an increase in amorphous cellulose [36]. Therefore, all these alterations in the FTIR-ATR spectra are consistent with the effectiveness of the two MWI treatments for lignin removal.
Representative SEM micrographs of both untreated and treated SCB are shown in Figure 2. Changes in morphology could be observed after MWI treatment in both media, resulting in a more flaky structure. Nonetheless, they were slightly more evident in the sulfolane-based medium than in the water-based medium, suggesting a higher degree of attack for the former.

3.2. Influence of Sodium Hydroxide Concentration, Temperature and Reaction Time on TRS Yield

3.2.1. NaOH Concentration

An increase in TRS yields was observed when the alkali concentration was increased from 0.5% to 5%, both with and without organosolv (Table 1). This can be ascribed to the fact that NaOH is one of the strongest base catalysts, and its effectiveness for the pretreatment of lignocellulosic biomass has been evidenced by a higher degree of enzymatic hydrolysis compared to other alkaline pretreatments in the literature [37,38].
The alkaline pretreatment reactions include the dissolution of lignin and hemicellulose, and the de-esterification (saponification) of intermolecular ester bonds cross-linking hemicellulose and lignin. During the NaOH pretreatment reaction, NaOH is dissociated into hydroxide ion (OH) and sodium ion (Na+) [13], and the increase in the concentration of hydroxide ions increases the rate of the hydrolysis reaction. This is consistent with the results obtained in this study, in which the increase in TRS production was evident when NaOH concentration was increased to 3% and 5%, reaching yields of up to 61.1% and 64.8%, respectively. Significant differences were found for both pretreatments, with sulfolane-TiO2 (Table 2) and without sulfolane-TiO2 (Table A1).
In an investigation carried out by Hoşgün [39], pretreatments at different NaOH concentrations in the 2 to 10% (w/v) range were tested on lignocellulosic material (hazelnut shells). The results evidenced that the increase in NaOH concentration led to greater lignin removal. TRS yields improved up to a NaOH concentration of 6%, but further increase resulted in a decrease in TRS production.

3.2.2. Temperature

In the enzymatic hydrolysis of lignocellulosic biomass (sweet sorghum stalks) pretreated with organosolv using an acid catalyst, Ostovareh et al. [40] reported that an increase in temperature (100–160 °C) improved enzymatic conversion. However, Koo et al. [41] showed that enzymatic hydrolysis was barely affected beyond 140 °C, thus suggesting that the pretreatment would not need to be conducted at higher temperatures.
In the study presented herein, in line with Ostovareh et al. [40], temperature was found to be an important parameter, resulting in significant differences (Table 2 and Table A1): the increase in temperature from 120 °C to 140 °C improved the formation of TRS from enzymatic hydrolysis of SCB by approximately 5%.

3.2.3. Reaction Time

Although significant differences were also found among the five reaction times assayed (Table 2 and Table A1), it is worth noting that it would be parameter that had the smallest influence: the increase in reaction time from 5 to 60 min only resulted in a 1.9% increase in TRS yield.
Wang et al. [42] reported that pretreatments with organosolv (2-propanol) at higher temperatures (ranging from 200 to 220 °C) and longer reaction times (60 and 120 min) in an autoclave facilitated enzymatic hydrolysis. In contrast, the use of MWI—even under milder conditions (in terms of temperatures and reaction times, such as those used as in this study)—would noticeably speed up the process, resulting in TRS yields of up to 62.9% in only 5 min.
In view of aforementioned results, NaOH 5%, 140 °C and 5 min would be the most appropriate conditions for the pretreatment of lignocellulosic biomass with sulfolane in alkaline conditions under MWI, from the point of view of sugar yield.

3.3. Influence of Sodium Hydroxide Concentration, Temperature and Reaction Time on Saccharinic Acids Yield

3.3.1. NaOH Concentration

In a similar fashion to the TRS yield, saccharinic acids production systematically increased as NaOH concentration was increased (Table 3). Significant differences were found between the four assayed concentrations for both pretreatment media: TiO2 + sulfolane (Table 4, top) and water (Table A2). Improvement factors of up to 3.24 and 2.65 were obtained for the water and sulfolane media, respectively, depending on the other two parameters under study.

3.3.2. Temperature

Statistically significant differences in the saccharinic acids production were also detected as a function of temperature (Table 4, center; Table A2): Depending on the reaction time and NaOH concentration, improvement factors when the temperature was increased from 120 °C to 140 °C ranged from 1.15 to 2.33 for the water pretreatment medium, and from 1.18 to 1.88 for the sulfolane medium.

3.3.3. Reaction Time

In relation to the effect of reaction time, the behavior differed from that reported above for the TRS yield. In this case, a significant improvement in saccharinic acids production occurred when the reaction time was increased from 5 to 30 min (Table 4, bottom; Table A2). The enhancement factor was in the 1.2–2.9 range for the water-based medium, and in the 1.4–2.3 range for the sulfolane medium, depending on temperature and NaOH concentration. Further increase of the reaction time (to 45 and 60 min) did not lead to additional saccharinic acids production.
Taking all parameters into account, the best combination in terms of saccharinic acid production was NaOH 5%, 140 °C and 30 min. In these conditions, 11.31 g/L and 15.08 g/L were obtained for the water-based and the sulfolane-based pretreatments, respectively (i.e., the sulfolane medium resulted in a 33% higher production).

3.4. Effect of the Pretreatment Reaction Medium

3.4.1. TRS Yield

The statistical analysis showed significant differences between the two reaction media (Table 5), indicating that sulfolane-TiO2 promoted the production of TRS, attaining yields of up to 64.8% (vs. yields of up to 59.5% for the pretreatment without the addition of sulfolane-TiO2). This relatively small difference points at the very positive impact of MWI, regardless of the reaction medium.
In the studies carried out by Peng et al. [43,44] in which MWI pretreatment was assayed on microcrystalline cellulose, they reported that noticeably shorter times were needed in order to reach a favorable saccharides yield. Moreover, in the assays conducted by Lai et al. [45], and Podschun et al. [46], pretreatments with different heating systems that included a steam-alkali-chemical combination, conventional thermo-chemical (NaOH) and microwave-alkali (MW-A) pretreatments on lignocellulosic biomass were compared. They demonstrated that the MW-A was the most effective method for the disruption of lignocellulosic materials and for improving enzyme saccharification, suggesting that it may be the best alternative due to its lower energy consumption and shorter reaction times, which make it economically viable in industrial scale processes.

3.4.2. Saccharinic Acids

Apropos of saccharinic acids production, statistically significant differences were also detected between the two reaction media (Table 6), with a higher production of these byproducts for sulfolane-TiO2-based pretreatment.

3.5. Comparison with Other Pretreatment Conditions Reported in the Literature

Table 7 shows a comparison of the pretreatment efficiency attained through the proposed procedure vs. those achieved with other pretreatments reported in the literature for SBC. It should be stressed that the lack of a common agreement in relation to the units (results may be expressed in terms of glucose yield, TRS production -in mg/g or in g/L-, etc.) jeopardizes a direct comparison among studies. Comparisons of the yields below should therefore be taken with caution.
In view of Table 7, it may be inferred that higher yields may be attained with other pretreatments, but at the expense of higher enzyme loadings and longer pretreatment times. As noted by Mithra et al. [47], the cost of enzymatic hydrolysis stage is critical in the low-cost production of 2G ethanol. Thus, the proposed MW-A approach, with much shorter processing times, regardless of the chosen reaction medium, may be regarded as an interesting option for industrial applications from the cost-efficiency point of view. Moreover, the system may be supplemented with detoxification chemicals to further reduce cellulase dosage [47,48,49]. Further research to explore this possibility is under way.

4. Conclusions

The use of sulfolane-TiO2 in combination with alkali MWI pretreatment was assessed on SCB. The use of sulfolane as a solvent resulted in 5% higher TRS yields and 33% higher saccharinic acids production than the water-based medium. The former led to TRS yields of up to 64.8% and 15.24 g/L of saccharinic acids, while the water-based treatment led to TRS and saccharinic acid yields of up to 59.5% and 11.31 g/L, respectively. Regardless of the reaction medium, the best results were attained for a NaOH concentration of 5% at a temperature of 140 °C. In relation to the reaction time, 5 min was found to be the best choice for TRS production, while 30 min would optimize saccharinic acids production. While the MW-A in water approach may be preferable with a view to industrial applications due to environmental and cost factors, the sulfolane-TiO2 medium clearly outperforms it if saccharinic acids are to be recovered as high-added value byproducts. Regardless of the chosen reaction medium, the proposed MW-A pretreatment results in high glucose yields with short reaction times and enzyme-associated savings.

Author Contributions

Conceptualization, E.J.C.-B. and J.M.-G.; formal analysis, P.P.-B., E.J.C.-B., J.M.-G. and P.M.-R.; funding acquisition, E.J.C.-B.; investigation, P.P.-B.; methodology, E.J.C.-B. and J.M.-G.; resources, J.M.-G.; supervision, E.J.C.-B. and J.M.-G.; validation, P.M.-R.; visualization, P.M.-R.; writing—original draft, P.P.-B. and P.M.-R.; writing—review & editing, P.M.-R.

Funding

This research was funded by Neotropical Center for Biomass Research (CNIB) of the Pontifical Catholic University of Ecuador (PUCE).

Conflicts of Interest

The authors declare no conflicts of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. Mention of trade names or commercial products in this article is solely for the purpose of providing specific information and does not imply recommendation or endorsement.

Appendix A

Table A1. Tukey’s HSD test results for the MW-A pretreatment in water medium in relation to the TRS yield (%). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
Table A1. Tukey’s HSD test results for the MW-A pretreatment in water medium in relation to the TRS yield (%). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
T (°C)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
12042.9210.15942.60843.235A
13045.7970.15945.48446.111 B
14047.6560.15947.34347.969 C
NaOH (% w/v)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
0.532.6020.18332.24032.964A
139.5660.18339.20439.928 B
352.9560.18352.59453.318 C
556.7090.18356.34757.071 D
Time (min)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
1544.4710.20544.06644.875A
544.4360.20544.03144.841A
3045.4530.20545.04945.858 B
4546.3210.20545.91646.726 C
6046.6100.20546.20547.015 C
LS means: least-squares means.
Table A2. Tukey’s HSD test results for the MW-A pretreatment in water medium in relation to the saccharinic acids yield (g/L). Analysis of the differences between the categories with a confidence interval of 95% for: Temperature (top), NaOH concentration (center) and time (bottom).
Table A2. Tukey’s HSD test results for the MW-A pretreatment in water medium in relation to the saccharinic acids yield (g/L). Analysis of the differences between the categories with a confidence interval of 95% for: Temperature (top), NaOH concentration (center) and time (bottom).
T (°C)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
1203.1880.0153.1603.217A
1304.9020.0154.8744.931 B
1405.9780.0155.9496.007 C
NaOH (% w/v)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
0.52.9450.0172.9112.978A
13.8270.0173.7943.860 B
34.6610.0174.6274.694 C
57.3260.0177.2937.359 D
Time (min)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
53.0460.0193.0083.083A
153.1840.0193.1473.221 B
305.6990.0195.6615.736 C
455.7430.0195.7065.780 C
605.7770.0195.7405.815
LS means: least-squares means.

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Figure 1. Attenuated total reflection-Fourier-transform infrared (ATR-FTIR) spectra of sugarcane bagasse (SCB) samples: before treatment (black); after microwave irradiation (MWI) treatment with NaOH 3% at 140 °C for 60 min in the water-based medium (red), and in the sulfolane-based medium (blue).
Figure 1. Attenuated total reflection-Fourier-transform infrared (ATR-FTIR) spectra of sugarcane bagasse (SCB) samples: before treatment (black); after microwave irradiation (MWI) treatment with NaOH 3% at 140 °C for 60 min in the water-based medium (red), and in the sulfolane-based medium (blue).
Energies 12 01703 g001
Figure 2. SEM micrographs of SCB samples at 4000× magnification: (a) before treatment; after MWI treatment with NaOH 3% at 140 °C for 60 min in the (b) water-based medium and in the (c) sulfolane-based medium.
Figure 2. SEM micrographs of SCB samples at 4000× magnification: (a) before treatment; after MWI treatment with NaOH 3% at 140 °C for 60 min in the (b) water-based medium and in the (c) sulfolane-based medium.
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Table 1. Total reducing sugars (TRS) production from enzymatic hydrolysis of SCB for different temperatures, NaOH concentrations and reaction times, with and without sulfolane-TiO2.
Table 1. Total reducing sugars (TRS) production from enzymatic hydrolysis of SCB for different temperatures, NaOH concentrations and reaction times, with and without sulfolane-TiO2.
PretreatmentT (°C)NaOH Concentration (% w/v)TRS Yield (%)
5 min15 min30 min45 min60 min
MW-A only (without sulfolane-TiO2)1200.529.7 ± 1.0829.5 ± 2.1330.0 ± 0.9230.7 ± 1.2831.0 ± 2.43
135.2 ± 1.2135.3 ± 0.3336.4 ± 1.0236.9 ± 1.3437.4 ± 1.11
349.0 ± 2.4749.3 ± 0.5150.9 ± 1.5052.0 ± 0.5852.2 ± 1.04
553.5 ± 1.9953.0 ± 2.3654.4 ± 0.1955.8 ± 0.9256.1 ± 0.51
1300.531.5 ± 0.4231.5 ± 1.8132.1 ± 0.5832.6 ± 0.9232.9 ± 1.02
139.1 ± 0.6339.5 ± 0.9840.7 ± 1.3641.8 ± 0.7342.0 ± 0.67
352.4 ± 1.7953.0 ± 1.5153.3 ± 1.7954.7 ± 1.0655.0 ± 2.39
556.1 ± 1.5856.0 ± 2.3757.0 ± 0.5457.2 ± 1.5157.4 ± 1.42
1400.535.0 ± 1.2735.0 ± 1.2035.4 ± 1.6735.7 ± 0.1936.2 ± 0.26
140.8 ± 0.7340.6 ± 0.7041.9 ± 0.9842.6 ± 0.3343.3 ± 1.04
353.3 ± 0.5153.0 ± 0.1754.2 ± 0.7555.7 ± 0.6056.3 ± 1.44
558.0 ± 0.2657.6 ± 0.2959.0 ± 0.3560.0 ± 0.9859.5 ± 1.60
MW-A + Sulfolane-TiO21200.530.4 ± 1.7530.6 ± 1.9431.2 ± 0.6731.6 ± 0.7732.0 ± 2.07
136.9 ± 0.7036.8 ± 0.4237.9 ± 0.1938.3 ± 0.7938.5 ± 0.26
352.4 ± 0.7752.0 ± 0.5153.4 ± 0.6054.7 ± 0.8855.0 ± 0.17
555.3 ± 0.6756.7 ± 0.4857.8 ± 0.3358.0 ± 0.9657.8 ± 0.88
1300.533.9 ± 0.8433.6 ± 0.3534.7 ± 1.4435.0 ± 0.9235.3 ± 0.86
142.3 ± 0.8842.0 ± 1.1742.7 ± 0.7544.1 ± 2.8144.4 ± 1.64
355.3 ± 1.1855.7 ± 0.9256.8 ± 1.2157.0 ± 1.1157.6 ± 1.18
561.1 ± 0.4460.8 ± 1.0762.1 ± 0.4863.6 ± 0.7963.9 ± 1.37
1400.535.9 ± 0.9536.2 ± 0.9236.5 ± 0.6037.1 ± 0.7737.8 ± 1.34
144.2 ± 0.9243.7 ± 0.6344.1 ± 0.6345.1 ± 0.3944.9 ± 0.86
356.1 ± 0.1956.5 ± 0.7757.6 ± 0.9358.0 ± 0.6061.1 ± 0.79
562.9 ± 0.7762.8 ± 0.7764.1 ± 0.5864.6 ± 0.8764.8 ± 0.35
Table 2. Tukey’s HSD test results for the MW-A + sulfolane-TiO2 pretreatment in relation to the TRS yield (%). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
Table 2. Tukey’s HSD test results for the MW-A + sulfolane-TiO2 pretreatment in relation to the TRS yield (%). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
T (°C)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
12044.8650.13944.59045.140A
13049.0940.13948.81949.369 B
14050.7020.13950.42750.977 C
NaOH (% w/v)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
0.534.1160.16133.79934.434A
141.7290.16141.41242.047 B
355.9510.16155.63356.268 C
561.0850.16160.76861.403 D
Time (min)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
547.2260.18046.87147.581A
1547.2850.18046.93047.640A
3048.2410.18047.88648.596 B
4548.9240.18048.56849.279 BC
6049.4270.18049.07249.782 C
LS means: least-squares means.
Table 3. Saccharinic acids production from enzymatic hydrolysis of SCB for different temperatures, NaOH concentrations and reaction times, with and without sulfolane-TiO2.
Table 3. Saccharinic acids production from enzymatic hydrolysis of SCB for different temperatures, NaOH concentrations and reaction times, with and without sulfolane-TiO2.
PretreatmentT (°C)NaOH Concentration (% w/v)Saccharinic Acids (g/L)
5 min15 min30 min45 min60 min
MW-A only (without sulfolane-TiO2)1200.51.19 ± 0.041.41 ± 0.102.44 ± 0.172.51 ± 0.172.42 ± 0.12
11.75 ± 0.182.12 ± 0.092.93 ± 0.223.01 ± 0.043.05 ± 0.16
32.18 ± 0.142.34 ± 0.073.44 ± 0.073.52 ± 0.143.56 ± 0.08
53.86 ± 0.043.82 ± 0.146.05 ± 0.045.99 ± 0.076.20 ± 0.04
1300.52.02 ± 0.102.16 ± 0.063.95 ± 0.104.07 ± 0.004.15 ± 0.05
12.10 ± 0.112.32 ± 0.135.57 ± 0.105.65 ± 0.145.61 ± 0.07
32.30 ± 0.072.77 ± 0.056.60 ± 0.136.38 ± 0.066.64 ± 0.12
56.34 ± 0.156.30 ± 0.067.64 ± 0.187.70 ± 0.107.76 ± 0.12
1400.52.34 ± 0.042.26 ± 0.104.35 ± 0.144.47 ± 0.094.43 ± 0.03
12.50 ± 0.152.44 ± 0.086.08 ± 0.106.12 ± 0.106.16 ± 0.10
32.93 ± 0.043.09 ± 0.058.02 ± 0.098.10 ± 0.068.06 ± 0.10
57.05 ± 0.147.19 ± 0.1111.31 ± 0.1011.39 ± 0.0911.29 ± 0.29
MW-A + sulfolane-TiO21200.52.81 ± 0.212.91 ± 0.484.57 ± 0.124.37 ± 0.184.49 ± 0.02
13.03 ± 0.173.17 ± 0.154.98 ± 0.315.08 ± 0.224.94 ± 0.32
33.22 ± 0.133.36 ± 0.105.61 ± 0.185.67 ± 0.195.71 ± 0.12
55.73 ± 0.125.85 ± 0.208.04 ± 0.098.18 ± 0.188.14 ± 0.30
1300.52.89 ± 0.213.22 ± 0.085.20 ± 0.105.22 ± 0.005.32 ± 0.19
13.13 ± 0.223.30 ± 0.166.54 ± 0.166.64 ± 0.316.68 ± 0.14
33.54 ± 0.283.88 ± 0.287.45 ± 0.257.60 ± 0.217.56 ± 0.29
57.66 ± 0.157.86 ± 0.3410.52 ± 0.2210.48 ± 0.2110.68 ± 0.10
1400.53.32 ± 0.263.56 ± 0.195.85 ± 0.085.81 ± 0.125.93 ± 0.20
13.64 ± 0.083.88 ± 0.207.13 ± 0.167.27 ± 0.167.17 ± 0.14
33.88 ± 0.093.95 ± 0.128.93 ± 0.159.00 ± 0.139.14 ± 0.08
58.25 ± 0.148.41 ± 0.2615.08 ± 0.1114.92 ± 0.0715.24 ± 0.19
Table 4. Tukey’s HSD test results for the MW-A + sulfolane-TiO2 pretreatment in relation to the saccharinic acids yield (g/L). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
Table 4. Tukey’s HSD test results for the MW-A + sulfolane-TiO2 pretreatment in relation to the saccharinic acids yield (g/L). Analysis of the differences between the categories with a confidence interval of 95% for: temperature (top), NaOH concentration (center) and time (bottom).
T (°C)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
1204.9920.0254.9425.042A
1306.2680.0256.2186.318 B
1407.5180.0257.4687.568 C
NaOH (% w/v)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
0.54.3640.0294.3064.421A
15.1040.0295.0465.162 B
35.9010.0295.8435.958 C
59.6690.0299.6129.727 D
Time (min)LS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
54.2590.0334.1944.323A
154.4460.0334.3824.511 B
307.4900.0337.4267.555 C
457.5200.0337.4557.584 C
607.5820.0337.5187.647 C
LS means: least-squares means.
Table 5. Tukey’s HSD test results for the TRS yield (%). Analysis of the differences between the two reaction media with a confidence interval of 95%. “1” stands for the pretreatment medium with sulfolane-TiO2 and “2” for the medium without it.
Table 5. Tukey’s HSD test results for the TRS yield (%). Analysis of the differences between the two reaction media with a confidence interval of 95%. “1” stands for the pretreatment medium with sulfolane-TiO2 and “2” for the medium without it.
ContrastDifferenceStandardized DifferenceCritical ValuePr > DiffSignificant
2 vs. 1−2.762−20.1551.967<0.0001Yes
Tukey’s d critical value:2.781
CategoryLS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
245.4580.09745.26845.649A
148.2200.09748.03048.411 B
LS means: least-squares means.
Table 6. Tukey’s HSD test results for the saccharinic acids yield (g/L). Analysis of the differences between the two reaction media with a confidence interval of 95%. “1” stands for the pretreatment medium with sulfolane-TiO2 and “2” for the medium without it.
Table 6. Tukey’s HSD test results for the saccharinic acids yield (g/L). Analysis of the differences between the two reaction media with a confidence interval of 95%. “1” stands for the pretreatment medium with sulfolane-TiO2 and “2” for the medium without it.
ContrastDifferenceStandardized DifferenceCritical ValuePr > DiffSignificant
2 vs. 1−1.570−63.6261.969<0.0001Yes
Tukey’s d critical value:2.785
CategoryLS MeansStandard ErrorLower Bound (95%)Upper Bound (95%)Groups
24.6900.0174.6554.724A
16.2590.0176.2256.294 B
LS means: least-squares means.
Table 7. Comparison of the yield results presented herein with the reported literature.
Table 7. Comparison of the yield results presented herein with the reported literature.
PretreatmentSaccharification ConditionsYieldReference
Reaction Medium and CatalystsT
(°C)
Time
(min)
Glucose
(%)
TRS
(mg/g)
Methanol (65% w/v) + soda-green liquor (1.5 mL/g substrate)120180Enzymatic hydrolysis with 18 FPU cellulases/g biomass, at 50 °C for 72 h95.7747.4 *[50]
Ethanol:H2O (60:40, v/v) + FeCl3 (0.025 mol·L−1)16060Enzymatic hydrolysis with 20 FPU cellulase/g dried substrate, at 50 °C for 72 h93.8732.6 *[49]
Enzymatic hydrolysis with 20 FPU cellulase/g dried substrate + Tween-80 (150 mg/g substrate), at 50 °C for 6 h92.5722.4 *
Ethanol:water (50:50, v/v) + green liquor (mainly sodium carbonate and sodium hydroxide, 0.5–1.5 mL/g dry substrate) + anthraquinone (0.1% w/v)120180Enzymatic hydrolysis with 12 FPU cellulases/g biomass + 18 CBU cellobiase/g biomass, 48 °C, 72 h94.6738.8 *[51]
Biphasic solution of n-propanol (588 g/kg), water (400 g/kg) and H2SO4 (12 g/kg) + (NH4)2SO4 (400 g/kg) to promote formation of a biphasic solution14090Enzymatic hydrolysis with 20 FPU cellulases/g biomass, at 50 °C for 72 h86.1672.4 *[52]
Water/ethanol/ethyl acetate/formic acid (43:20:16:21% v/v)16040Enzymatic hydrolysis with 15 FPU cellulases/g biomass, at 50 °C for 72 h84.5659.9 *[53]
Water:sulfolane (1:1 v/v) + TiO2 (0.2% w/v), NaOH 5%1405Enzymatic hydrolysis with 10 FPU cellulase/g dried substrate, at 50 °C for 72 h80.5 *629.0This study
Water, NaOH 5%74.3 *580.0
Ethanol: Water (1:1, v/v) + high-pressure CO2 (6.8 MPa)
+ additional liquid hot water pretreatment at 180 °C for 20 min.
11245Enzymatic hydrolysis with 10 FPU of cellulases/g biomass + 20 IU β-glucosidase/g biomass, at 50 °C for 72 h63.7497.5 *[54]
Methyl isobutyl ketone (MIBK): Methanol: Water (16:68:16, v/v) + H3PO4 (5% w/w) activated carbon18060Hot compressed water at 225 °C, 10 min58.3455.3 *[55]
H2SO4 (0.1 M) 120120Enzymatic hydrolysis with 10 FPU cellulases/g biomass, at 50 °C for 48 h57.9 *452.3[56]
CH3ONa (0.6% w/w) + 80% glycerol13060Enzymatic hydrolysis with 6 FPU cellulases/g biomass + 6.3 U of xylanase/g biomass, at 45 °C for 72 h48.0374.9 *[57]
Ethanol: Water (40:60, v/v)19530Enzymatic hydrolysis with 10 FPU cellulases/g biomass, at 50 °C for 60 h40.3314.7 *[58]
* A conversion factor of 7.81 was used to transform glucose yield (%) into TRS (mg/g), taking as a reference the average values reported by Rabelo et al. [59].

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Portero-Barahona, P.; Carvajal-Barriga, E.J.; Martín-Gil, J.; Martín-Ramos, P. Sugarcane Bagasse Hydrolysis Enhancement by Microwave-Assisted Sulfolane Pretreatment. Energies 2019, 12, 1703. https://doi.org/10.3390/en12091703

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Portero-Barahona P, Carvajal-Barriga EJ, Martín-Gil J, Martín-Ramos P. Sugarcane Bagasse Hydrolysis Enhancement by Microwave-Assisted Sulfolane Pretreatment. Energies. 2019; 12(9):1703. https://doi.org/10.3390/en12091703

Chicago/Turabian Style

Portero-Barahona, Patricia, Enrique Javier Carvajal-Barriga, Jesús Martín-Gil, and Pablo Martín-Ramos. 2019. "Sugarcane Bagasse Hydrolysis Enhancement by Microwave-Assisted Sulfolane Pretreatment" Energies 12, no. 9: 1703. https://doi.org/10.3390/en12091703

APA Style

Portero-Barahona, P., Carvajal-Barriga, E. J., Martín-Gil, J., & Martín-Ramos, P. (2019). Sugarcane Bagasse Hydrolysis Enhancement by Microwave-Assisted Sulfolane Pretreatment. Energies, 12(9), 1703. https://doi.org/10.3390/en12091703

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