NC State
BioResources
Aigner, D. J., Hinterholzer, L., Almhofer, L., Bischof, R. H., and Wrodnigg, T. (2023). “Conversion of xylose into D-xylitol using catalytic transfer hydrogenation with formic acid as H-donor,” BioResources 18(4), 8631-8652.

Abstract

d-Xylitol, a biomass-derived sweetener, is increasingly used in cosmetics and pharmaceutical products. The raw material for d-xylitol production, d-xylose, is easily accessible from dissolving pulp production. d-xylitol production involves the heterogeneously catalyzed hydrogenation of d-xylose; this process is energy intensive, as the use of H2 requires high pressure and temperature. This work examined catalytic transfer hydrogenation for xylose conversion into xylitol. Formic acid (FA) was used to replace H2 as the H-donor, as it is easily available, inexpensive, may be obtained from renewable sources, and it avoids the risks associated with the use of high-pressure inflammable gas. A variety of commercially available catalysts were screened to reveal the one enabling the highest yield. The experiments were performed at 40, 80, and 140 °C, with pure xylose as a model compound. Triethylamine (Et3N) was added to ensure sufficient conversion rates. Based on the preliminary studies an experimental design was created (Design Expert®), including the two best performing catalysts Ru/Al2O3 and Ru/C, to investigate the influence of temperature and H-donor and base concentration on xylitol yield. Ru/C resulted in maximum d-xylitol yield of 73.2 % at 100 °C, FA to d-xylose ratio 5:1 and Et3N to FA ratio 0.4.


Download PDF

Full Article

Conversion of Xylose into d-Xylitol using Catalytic Transfer Hydrogenation with Formic Acid as H-Donor

Danuta Joanna Aigner,a,* Lena Hinterholzer,a, c Lukas Almhofer,a Robert H. Bischof,b and Tanja Wrodnigg c

d-Xylitol, a biomass-derived sweetener, is increasingly used in cosmetics and pharmaceutical products. The raw material for d-xylitol production, d-xylose, is easily accessible from dissolving pulp production. d-xylitol production involves the heterogeneously catalyzed hydrogenation of d-xylose; this process is energy intensive, as the use of H2 requires high pressure and temperature. This work examined catalytic transfer hydrogenation for xylose conversion into xylitol. Formic acid (FA) was used to replace H2 as the H-donor, as it is easily available, inexpensive, may be obtained from renewable sources, and it avoids the risks associated with the use of high-pressure inflammable gas. A variety of commercially available catalysts were screened to reveal the one enabling the highest yield. The experiments were performed at 40, 80, and 140 °C, with pure xylose as a model compound. Triethylamine (Et3N) was added to ensure sufficient conversion rates. Based on the preliminary studies an experimental design was created (Design Expert®), including the two best performing catalysts Ru/Al2O3 and Ru/C, to investigate the influence of temperature and H-donor and base concentration on xylitol yield. Ru/C resulted in maximum d-xylitol yield of 73.2 % at 100 °C, FA to d-xylose ratio 5:1 and Et3N to FA ratio 0.4.

DOI: 10.15376/biores.18.4.8631-8652

Keywords: Catalytical transfer hydrogenation; Xylose; Formic acid; D-Xylitol; Ruthenium based catalysts; Ru/C, Ru/Al2O3

Contact information: a: Kompetenzzentrum Holz GmbH, Altenberger Straße 69, 4040 Linz, Austria; b: Lenzing AG, Werkstraße 2, 4860 Lenzing, Austria; c: IBioSys Institute of Chemistry and Technology of Biobased Systems, Graz University of Technology, Stremayrgasse 9, 8010 Graz, Austria;

* Corresponding author: d.aigner@wood-kplus.at

INTRODUCTION

Bio-based alternatives must be substituted for as many as possible resources of fossil origin as a means to reach the climate goals and to preserve the quality of life on Earth for future generations. Many potential biomass-originating chemicals are still underexploited, due to higher resulting production and purification costs compared to their petrochemical counterparts. This might change with the increase of CO2-pricing, thereby demanding low carbon emitting technologies. However, ongoing development of innovative production processes and sustainable resource management still have to be done to guarantee the most efficient use of the raw materials (Dean et al. 2005).

Lignocellulosic biomass is an ideal source for the production of chemicals and raw materials, as it lacks competition with the food industry, is inexpensive, and may be processed into a wide variety of products (Clements and Van Dyne 2005). Cellulose, hemicellulose and lignin, the main components of lignocellulosic feedstock, differ in chemical structure and properties, leading to manifold potential applications. Looking at textile fibers (viscose or lyocell) as the intended product, dissolving pulp with highest possible cellulose content is manufactured as a basic material, with the majority of lignin and hemicellulose remaining in the cooking liquor after the initial pulping step. The high energy content of the residual lignin, due to the aromatic structure, makes it well suited for energy generation, increasing the process sustainability. Hemicellulose, on the other hand, especially when originated from hardwood, is an excellent source of xylose and may be further processed into xylitol, which is in strong demand on the global market (Bozell and Petersen 2010; Felipe Hernández-Pérez et al. 2019; Delgado Arcaño et al. 2020). The content of hemicellulose in hardwood is 25 to 35%, dependent on species. Thus, it has great potential for valuable by-products. The worldwide demand for wood originated textile fibers is expected to constantly increase, due to population growth and limited availability of cotton cultivation areas. In parallel, the availability of hemicellulose as a renewable raw material will continue to grow (Gschwandtner 2022).

Besides wood pulp production effluents, xylose containing hemicellulose is present in several feedstocks (straw, reeds, grass, wood, paper waste, etc.). However, using effluents originating from an established process carried out on a large scale guarantees a constant supply of the required raw material and results in a significantly reduced environmental impact compared to the competitive biomass hydrolysis process. After xylose separation from the acidic pulping liquor, it is converted to xylitol by catalytic hydrogenation (Heikki et al. 1999; Delgado Arcaño et al. 2020). Although the production process is well-established, it involves several operational and economical drawbacks, due to laborious and energy-intensive purification and H2-containing steps (Melaja et al. 1977). The hydrogenation step is typically carried out in batch reactors at 80 to 140 °C and pressures up to 50 bar H2. The reaction conditions require cost-intensive infrastructure due to the hazard of H2 handling. Further, highly selective metal catalysts have to be used, to prevent side reactions and guarantee maximum xylitol yield, implying intensive xylose purification steps. Traditionally, Raney nickel (<0.1 mm) is used as catalyst. However, this catalyst has some disadvantages in batch production (toxicity, deactivation due to leaching and instability, formation of by-products such as aldonic acids). Considering the fact that xylitol is mainly used in food industry and cosmetics, catalyst toxicity presents a considerable risk and entails cost-intensive purification steps such as ion exchange, filtration, and crystallization. In recent years, a variety of noble metal based (Pt, Pd, Ru) catalysts have been developed, showing good activities and selectivity and with the potential to replace Raney nickel (Sánchez-Bastardo et al. 2018). The catalytic activity of the noble metals decreases in the order Ru>Ni>Rh>Pd, with Ru catalysts showing high activities especially in the neutral and basic range.

Ru has been preferred due to its ability to effectively hydrogenate ketones into alcohols under relatively mild reaction conditions in aqueous solutions (Seretis et al. 2020). As is the case for almost every catalyst, some limitations due to undesired reactions and inactivation may occur. Reduced catalyst performance caused by CO adsorption during CO2 hydrogenation was reported by Xu et al. (2020). A slightly reduced conversion velocity was observed when Ru/C was reused up to 5 times in hydrogenation of 1-methylpyrrole, due to nitrogen adsorption. Surprisingly, during the first reuse, significantly increased activity at room temperature was detected, compared to the fresh catalyst. The authors assigned the phenomenon to the removal of an initial RuO2 layer (Hegedűs et al. 2018). Especially when using Al2O3 as a support, the presence of chlorine significantly reduces the amount of the adsorbed hydrogen, due to selective site blocking. Therefore, one should keep that in mind as well (Lin et al. 2011).

Another interesting issue was demonstrated by Hua et al. (2021). In their work, the influence of the catalyst supporting material on the product composition of 2,5-hexanedione hydrogenation was investigated. Dependent on the support structure, different reaction routes were favored, resulting in different products, both using Ru as a catalyst (Hua et al. 2021).

Attempts were recently made to reduce the resources and energy consumption within the xylitol production process. In the one-pot method proposed by Yi and Zhang (2012), hydrolysis and the subsequent hydrogenation of xylose-containing hemicellulose is completed within a single reaction step. The reaction requires the addition of an acid and a metal catalyst. The absence of acid in the reaction mixture led to significantly reduced xylitol yields.

The challenging handling of the easily diffusing and inflammable hydrogen gas, as well as the fact that it is mostly generated from fossil raw materials, provide reasons for its replacement by less problematic hydrogenating agents, which is a promising opportunity to create greener, more sustainable, efficient, and safe process conditions. Catalytic transfer hydrogenation (CTH) with low molecular mass organic molecules (e.g., alcohols or acids), especially if originating from bio-based sources, are particularly suitable for that purpose. Espro et al. (2018) described the use of short-chain alcohols and formic acid as appropriate H-donors in transfer hydrogenation reactions. The possibility of transfer hydrogenation of glucose into sorbitol, involving biomass-derived alcohols was demonstrated by Garcia et al. (2019, 2021). However, the problematic Ni-containing catalysts were used in the experiments. An advancement in the reduction of different functional organic compounds such as nitroarenes, olefins, and carbonyl compounds was recently presented by Goyal et al. (2023). In their work, methanol was used as a hydrogen source in the presence of a commercially available Pt/C catalyst.

Besides the alcohols, formic acid has been successfully applied as an H-donor in CTH for the reduction of sugar derivatives or various biomass-derived molecules (Jicsinszky and Iványi 2001; Wang et al. 2021; Sultana et al. 2023). The reactions require relatively mild conditions and exclude the risk of handling hydrogen gas. Commercial hydrogenation technology usually requires large investments in hydrogen gas infrastructure and safety equipment. On this account formic acid displays high potential for future applications, especially for small decentralized bio-refinery approaches. Formic acid is formed during biomass conversion, e.g. in the course of kraft pulping, the formation of furfural or catalytic biomass oxidation (Reichert and Albert 2017; Bulushev and Ross 2018; Preuster and Albert 2018; Valentini et al. 2019). Formic acid can also be produced from CO2, which makes it a potentially carbon neutral reactant. However, the use of formic acid for transfer hydrogenation still requires metal catalysts. Noble metal catalysts, such as Ru, Au, Pd, and Pt, are preferentially used, due to their high activity in hydrogenation of different functional groups (Gilkey and Xu 2016).

In the literature, a combination of formic acid (FA) with organic/inorganic bases was shown to increase the efficiency of FA in CTH reactions (Gilkey and Xu 2016). In practice, it results in an increase of the complexity and costs of the process. Low-molecular-weight amines, such as triethylamine (Et3N), are often chosen, whereby the molar ratio of FA/Et3N has a considerable effect on the performance of the reaction (Zhou et al. 2012). Adding Et3N favors the formation of [NEt3H][CO2H] and enhances the reactivity of formate over the metal center. CO2 can then easily be liberated from the formate ion leaving the hydride ion on the surface of the metal. Subsequently, these active metal hydrides or dihydrogen complexes can hydrogenate the substrates (Nie et al. 2021). In Fig. 1, a reaction scheme of catalytic transfer hydrogenation of xylose using formic acid as the H-donor with Ru/C as a catalyst is shown.

Design of experiments (DoE) is an established tool to generate information with minimized experimental effort and is successfully applied in several research fields (Bowden et al. 2019; Almhofer et al. 2023a). Appropriate software supports the optimization of reaction conditions and statistical data evaluation in systems containing multiple variables and facilitates a graphical presentation of the results. A strategically planned and executed experiment can provide a great deal of information about the effects of one or more factors on a response variable. Therefore, it was an ideal solution for the optimization of the CTH reaction conditions to obtain the highest xylitol yield.

A more than fortyfold increase in xylitol production in the recent forty years illustrates the growing demand for the low-calorie sucrose substitute (Delgado Arcaño et al. 2020). Although d-xylitol is derived from cheap and abundant lignocellulosic biomass, its production process is expensive due to energy-intensive steps and the need for H2 as the hydrogenation agent.

Herein, an alternative method of d-xylitol production via catalytic transfer hydrogenation (CTH) of xylose without the use of an undesired Ni-catalyst was investigated.

 

Fig. 1. Reaction scheme of catalytical transfer hydrogenation of xylose using formic acid as an H-donor and Ru/C catalyst

EXPERIMENTAL

Materials

The chemicals used in the catalytic transfer hydrogenation experiments are listed in Table 1.

Table 1. Chemicals Used in the HTC Experiments

Ru/HTC and Ru/Al2O3 catalysts were kindly provided by Heraeus (Hanau, Germany). All the other catalysts tested were commercially available and were purchased from Thermo scientific and Sigma Aldrich. A compilation of the catalysts used is displayed in Table 2.

Chemicals used for the analyses described in the corresponding section were of analytical grade. More detailed information may be found in the referred publications.

Design Expert® Software (version 13.0.4.0, Stat-Ease Inc., Minneapolis, MN, USA) was used to design the optimization experiment, statistical analysis, and the resulting model graph creation.

Table 2. Catalysts Used in the Experiments and the Related Metal Content

Methods

Analytical methods

Quantification of d-xylose and d-xylitol was done by HPLC (anion exchange chromatography with pulsed amperometric detection) using a Dionex ICS 5000+ system with a Dionex CarboPac SA10 4×50 mm as pre-column and a Dionex CarboPac SA10 4×250 mm separation column (Almhofer et al. 2023b).

Xylonic acid concentration was determined by ion exchange chromatography with a Dionex CarboPac SA10 4 × 50 mm as pre-column and a Dionex CarboPac SA10 4 × 250 mm column (Wolfsgruber et al. 2023).

The furfural and furfuryl alcohol concentrations were quantified with reversed phase HPLC with UV detection using a Thermo BDS Hypersil C8 250 x 4.6 mm 5 μL column, as described by Almhofer et al. (2023b). The analysis of formate was performed with anion exchange chromatography with conductivity detection and external calibration. A Dionex IonPac AS11-HC 4×250 mm pre-column and a Dionex IonPac AS11-HC 4×250 mm separation column were used in a system described by Almhofer et al. (2023b).

The pH values of the solutions were measured before the CTH experiments using a HI1230 pH electrode connected to a HI83141 pH meter (both Hanna Instruments GmbH, Graz, Austria).

Catalyst screening

The catalyst screening experiments were carried out in 450 mL Parr reactors (Stainless steel/T316) at constant pressure of 5 bar N2, a temperature of 140 °C, and a constant stirring speed of 320 rpm. The stirring speed was chosen based on preliminary tests in which various catalysts were stirred in the reaction medium at room temperature. Stirring speed was chosen as the minimum speed at which the catalysts were homogeneously suspended. This was visually assessed in a transparent plastic reactor having the same size and geometry as the reaction vessels used in the main experiments. The temperature of 140 °C was chosen based on preliminary tests (data not shown).

To around 30 mL of deionized water in a 100 mL volumetric flask, 1.5 g FA, 0.6 g Et3N and 5 g d-xylose were added and filled up with deionized water. 50 mL of the obtained reaction mixture was volumetrically transferred to the reactor. The heterogeneous catalyst was added in an amount of 1.5 % w/w to xylose. The reactor was twice evacuated and flushed with N2 to remove air and the pressure was adjusted to 5 bar. After air removal, the reactor was heated, and the temperature was kept constant for 6 hours. Samples were taken after 3 hours through a cooling coil attached to the bottom drain valve. Before sampling, the coil was purged with double the volume of the sampling system. After the desired reaction time, the reactor was cooled with iced water. The catalyst was filtered off and washed with deionized water. The product solution was stored at 5 °C until analysis.

Optimization of hydrogenation conditions

Experiments involving the two best performing catalysts were designed using Design Expert® Software for the purpose of maximizing the xylitol yield by optimization of the reaction conditions. A Box-Behnken experimental design was suggested by the software to evaluate the influence of three parameters: temperature T, formic acid to xylose ratio FA:Xyl, and triethylamine to formic acid ratio Et3N:FA. The investigated ranges of T, FA:Xyl, and Et3N:FA were 70 to 130 °C, 1 to 5, and 0 to 0.4 respectively. The center point (T = 100 °C, FA:Xyl = 3, and Et3N:FA = 0.2) was replicated three times to reveal the reproducibility. Xylose conversion (XXyl), xylitol yield (YXylOH), and xylitol selectivity (SXylOH) were chosen as responses. The response data was transformed using the arcsine square root function to limit the results to the physical boundaries of 0 and 1. Design Expert statistical software was used for the analysis of variance (ANOVA) and model evaluation. All CTH experiments were performed similar to catalyst screenings, with a reduced time of 3 h and the conditions given by the experimental design program.

Equations

The equations of xylitol yield calculation (Eq. 1) and the selectivity of xylose conversion into xylitol (Eq. 2) were as follows:

where ct is the concentration after the reaction (gL-1); c0 is the initial concentration (gL-1), and M is the molar mass of the component (gmol-1).

RESULTS AND DISCUSSION

Preliminary Catalyst Screening

Six commercially available Ru and Pd catalysts on various support materials were screened for their ability to convert xylose into xylitol via CTH using formic acid as an H-donor. Concentrations of the reactants and additives were chosen similar to those typically reported in the literature for analogous CTH reactions (Jicsinszky and Iványi 2001; Sánchez-Bastardo et al. 2018; García et al. 2021). To assess the catalyst performances, xylitol, residual xylose, and furans (sum of furfural and furfuryl alcohol were analyzed in the reaction solutions. Figure 1 shows the product yields dependent on the catalyst used. Most catalysts produced xylitol in relatively low yields between 4.1% and 22.7%. Interestingly, with the Ru/Al2O3 catalyst from Thermo Scientific a high amount of the original xylose (32.0%) was found, indicating insufficient catalytic activity under the applied conditions. A small amount of xylose (1.4%) was also found in the residual solution of the Pd/Al2O3 catalyst, whereas all other catalysts displayed complete conversion of xylose. The different behavior of both Ru/Al2O3 catalysts should be pointed out. Despite similar composition, a marked difference in the performance and product composition was found. A possible explanation may be the individual particle size and structure of the supporting material or distinct production processes (Jędrzejczyk et al. 2020; Vilcocq et al. 2021).

Samples taken during the reaction revealed that xylose conversion was completed within 3 h. Therefore, in the subsequent optimization experiments, the reaction time was reduced to prevent xylitol degradation.

Another observed issue was the formic acid consumption rate exceeding the xylose conversion rate. The resulting lack of the hydrogenation agent led to unpredictable side reactions and the additional change of the pH value, favoring various isomerization and degradation reactions of sugars. High pH values (≥ 8) favor isomerization of xylose in xylulose and the formation of xylonic acid (Yadav et al. 2012). Therefore, an excess of formic acid was used in the subsequent experiments.

Furfural is known to form during acid catalyzed dehydration of xylose at high temperatures, and furfuryl alcohol may be produced via hydrogenation of furfural; hence, their concentrations were determined (Wang et al. 2021). Furans were only detected in low amounts (<1 %), except for the Ru/Al2O3 catalyst from Thermo scientific, where 11.9 % furfural and 1.0 % furfuryl alcohol were found. Generally, only a small fraction of the reaction products could be identified with standard methods used in carbohydrate characterization. That fact indicates complex sugar and furan degradation, due to the harsh reaction conditions. This assumption was supported by the dark colors of the residual solutions, which is typical for high molar mass polymerization products. Although the identification of the degradation products would be beneficial and may contribute to the understanding of the reaction, it has not been covered within the current project, as it requires time-consuming method development.

Fig. 2. Yields of xylitol, residual xylose, and furans for six commercially available catalysts in the CTH of xylose using formic acid as H-donor. The catalyst screening was done at a temperature of 140 °C for 6 h, with 50 g L−1 xylose, 15 g L−1 FA, 6 g L−1 Et3N, and a catalyst loading of 1.5 % w/w on xylose.*Thermo scientific **Hereaus

Optimization of Reaction Conditions by DoE

Based on the catalyst screening results, Ru/C (Thermo scientific) and Ru/Al2O3 (Heraeus) were chosen to further investigate the influence of the reaction conditions and to maximize the resulting xylitol yield. An experimental design approach was applied, compiling a set of 15 runs with varying conditions for each catalyst. Temperature (Factor A) was chosen as one of the impact factors, as its reduction generally contributes to the energy balance and concurrently to process efficiency. Further, to minimize undesired side reactions and incomplete xylose conversion due to a reduced hydrogen availability, the concentrations of formic acid and triethylamine were adapted. Enhanced FA/Xyl ratios of 1 to 5 (Factor B) were tested, to ensure a surplus of formic acid during the entire reaction time. Additionally, the influence of different amounts of triethylamine on the expected xylitol yield was investigated as the ratio of formic acid to triethylamine (Factor C:FA/Et3N). Considering the catalyst screening results, the reaction time was reduced to 3 h, to minimize the effect of xylitol degradation occurring at high temperatures and acidic conditions.

In Fig. 2, the response surfaces of the selectivity (a, b) and xylitol yield (c, d) obtained after data evaluation of the Ru/C experiments are shown. Comparing the diagrams, the influence of Et3N addition on both response values was quite pronounced. Without Et3N, the xylitol yields remained low (0 to 3.8 %), whereas at C = 0.4 actual yields of up to 73.2% were obtained with high selectivity and complete xylose conversion (Table 3). At the lowest temperature applied (70 °C) there was no d-xylitol formation. The highest d-xylitol yield and selectivity were obtained in experiment 15 (A = 100 °C, B = 5 eq. FA/Xyl, and C = 0.4).

The results of the experiments with C = 0.2 met the expectations placing in between those of the minimum and maximum C values (graphs not shown). According to the model, a further increase of xylitol yield appears possible with sufficiently high availability of H donor at temperatures slightly below 130 °C.

The reproducibility was calculated from the triplicates of the center point. An average of 56 ± 1.5 % resulted for both xylitol yield and selectivity, as xylose was entirely consumed during the reaction.

Fig. 3. Response surfaces after DoE using Ru/C as a catalyst. Selectivity and xylitol yield in dependence of Et3N concentration are shown. Figures (a) and (c) illustrate selectivity and xylitol yield without the addition of Et3N, figures (b) and (d) show the results with a Et3N:FA ratio of 0.4.

The model related equations describe the behavior of the response variables within the boundaries and may be used to make predictions about the response for given levels of each factor.

Table 3. Parameters of the Experimental Runs and the Resulting Response Values for the CTH with Ru/C

The statistical analysis of variance (ANOVA) and diagnostics were performed using Design Expert® software. The results are presented in Table 4. The evaluation of the responses Y(Xylitol) in a significant model, A, B, C, AB, AC, BC, A², B² and C² as the significant model terms (p-values < 0.05) and a non-significant Lack of Fit values. Similar results were obtained for S(Xylitol) with A, B, C, AB, AC, BC, A² and C² as the significant model terms.

The correlation coefficients between predicted and actual values of d-xylitol yield and selectivity experiments are listed in Table 5. High coefficient of determination indicates a higher reliability of the relationship between predicted and experimentally determined values. If the difference between the predicted and the adjusted R2 value is less than 0.2, the agreement is reasonable. A larger difference for d-xylitol yield may indicate a large block effect or a problem with the model or the provided data. Consideration must be given to model reduction, response transformation and outlier values. C.V. (coefficient of variation) describes the variation of the data and represents the accuracy and validity of the results. In this case, the C.V. of S(Xylitol) is significantly lower, compared to C.V. of Y(Xylitol), indicating less variation of the mean. A signal to noise ratio (Adeq. Precision) > 4 is indicating an adequate signal. The actual values by far exceed that level.

The highest d-xylitol yield of 36.2% was obtained with the Ru/Al2O3 catalyst at 130 °C, FA to d-xylose ratio of 3 and base to FA ratio 0.4. Similar to the Ru/C experiments, very low d-xylitol yields were obtained at 70 °C, demonstrating the necessity of Et3N addition independent of the catalyst used.

Table 4. Analysis of Variance (ANOVA) for Quadratic Model with Arcsin Transformation for Ru/C Catalyst

Table 5. Results of the Statistical Analysis of the Models for Y(Xylitol) and S(Xylitol) with Ru/C as Catalyst

According to the evaluated model, a further increase of xylitol formation appears possible with sufficiently high availability of H donor and temperatures over 130 °C. However, hereby the maximum selectivity at around 110 °C should be considered. Again, the results of the experiments with C = 0.2 were found in between those of the minimum and maximum C values (graphs not shown). The average of xylitol yield calculated form the triplicates at the center point conditions resulted in 15 ± 1.1 %, indicating a good reproducibility of the experiments. Interestingly, a selectivity of 52 ± 5.2 % was found, which was in the similar range to the value obtained with Ru/C.

Fig. 4. Response surfaces after DoE using Ru/Al2O3 as a catalyst. Selectivity and xylitol yield in dependence of Et3N concentration are shown. Figures (a) and (c) illustrate selectivity and xylitol yield without the addition of Et3N, figures (b) and (d) show the results with a Et3N:FA ratio of 0.4.

Table 6. Parameters of the Experimental Runs and the Resulting Response Values for the CTH with Ru/Al2O3