Integrated Process for Ethanol, Biogas, and Edible Filamentous Fungi-Based Animal Feed Production from Dilute Phosphoric Acid-Pretreated Wheat Straw
Integration of wheat straw for a biorefinery-based energy generation process by producing ethanol and biogas together with the production of high-protein fungal biomass (suitable for feed application) was the main focus of the present study. An edible ascomycete fungal strain Neurospora intermedia was used for the ethanol fermentation and subsequent biomass production from dilute phosphoric acid (0.7 to 1.2% w/v) pretreated wheat straw. At optimum pretreatment conditions, an ethanol yield of 84 to 90% of the theoretical maximum, based on glucan content of substrate straw, was observed from fungal fermentation post the enzymatic hydrolysis process. The biogas production from the pretreated straw slurry showed an improved methane yield potential up to 162% increase, as compared to that of the untreated straw. Additional biogas production, using the syrup, a waste stream obtained post the ethanol fermentation, resulted in a combined total energy output of 15.8 MJ/kg wheat straw. Moreover, using thin stillage (a waste stream from the first-generation wheat-based ethanol process) as a co-substrate to the biogas process resulted in an additional increase by about 14 to 27% in the total energy output as compared to using only wheat straw-based substrates.
KeywordsWheat straw Dilute acid pretreatment Filamentous fungi Bioethanol Biogas Integration N. intermedia
There are currently several technologies for ethanol from lignocelluloses that are successfully approved in pilot and demo plants. However, their economical aspects for successful commercial production are still a challenging issue. For the lignocellulose-based process to be economical, the concept of a “biorefinery” that combines the production of various biofuels, chemicals, heat or electricity, etc. using lignocellulosic waste materials has to be considered [1, 2, 3]. The concept of biorefinery can make use of the additional or intermediate products produced, maximizing the value derived from the feedstock according to the economical or market situations and the biomass availability. Among the various potential lignocellulose feedstocks for a biorefinery approach, wheat straw is a low-cost and abundantly available agricultural residue. According to the International Grains Council, wheat (with a straw to grain ratio of 1.3) is the second largest grain globally produced, with an estimated annual production of 747 million tons (for the year 2016–2017) . Presently, the process of bioethanol production from wheat straw, through microbial fermentation [5, 6, 7], or its conversion to biogas is studied extensively [8, 9, 10]. However, research based on an “integrated biorefinery” perspective, that focus on ethanol fermentation followed by biogas production, is not explored extensively. The wider availability of wheat straw makes it a suitable feedstock for biofuel production in the integrated biorefinery model. However, the recalcitrant nature of wheat straw (with its composition of 30–40% cellulose, 20–25% hemicellulose, and 20–25% lignin ) underscores the need for a pretreatment process prior to its sugar hydrolysis for biofuel production. In the integrated process, the choice of pretreatment is crucial as it is required for both ethanol and biogas processes. There have been many studies conducted previously on pretreatment of lignocellulosic biomass using different methods, of which the most common is the use of sulfur compounds (e.g., SO2 or sulfuric acid) as catalysts [12, 13]. The presence of sulfur, however, has proved to cause problems considering the biogas production in the integrated process . The presence of sulfate stimulates the growth of sulfate-reducing bacteria which can compete with methanogens on the available substrate. Increased activity of sulfate reducers will lead to reduced methane yield and simultaneously to increased hydrogen sulfide content in the produced biogas. Higher concentrations of hydrogen sulfide deteriorate the gas quality and can cause challenges in pipelines and tanks due to its corrosive nature [15, 16]. A pretreatment process using dilute phosphoric acid has been previously introduced by Nair et al. , wherein the presence of residual phosphate in the hydrolysate media serves as a nutrient source for microbial activity , enhancing the ethanol yield. The presence of phosphorus has also been reported to enhance the overall biogas yield in the previous studies using corn stover as a biogas substrate . Hence, in the present study, the dilute acid pretreatment using phosphoric acid is introduced for a combined ethanol and biogas process for the first time, with the pretreatment carried out in a demo-scale facility.
Considering the ethanol process from wheat straw, rendering the utilization of pentoses (C5 sugars) is a significant challenge, since Saccharomyces cerevisiae, the most robust ethanol-fermenting organism, in its wild type is unable to metabolize pentoses . Considerable research has been made during the past years to develop genetically modified S. cerevisiae that co-ferment C6 sugars (hexoses) and C5 sugars to ethanol at high yields, but has several technical limitations. An alternative method of pentose utilization and ethanol fermentation is achieved with the use of filamentous fungi. Many of the filamentous fungi have also been traditionally recognized as the source of nutritious, highly palatable functional foods by many societies around the globe . Hence, in the biorefinery model proposed in the present study, the ethanol fermentation of wheat straw is achieved by an ascomycete filamentous fungus, Neurospora intermedia (traditionally used for the preparation of an indigenous Indonesian food—oncom). The fungal biomass produced can be further utilized as a protein-rich animal or fish feed component . Moreover, the fungal biomass produced could potentially contribute to the increasing global feed demand, reaching close to one billion tones with an estimated annual turnover of about USD 400 billion .
Commercial wheat straw (92.4% dry content) for both laboratory and demonstration experiments was supplied by Lantmännen Agroetanol (Norrköping, Sweden). Straw, with the composition (g/g, dry basis) arabinan 0.048 ± 0.013, galactan 0.0053 ± 0.0015, glucan 0.315 ± 0.061, mannan 0.0047 ± 0.0011, and xylan 0.24 ± 0.08, was milled (0.2–0.25 mm) using a laboratory rotor beater mill before use. Cellulase enzyme Cellic CTec2 (Novozymes, Denmark) with 94 filter paper unit (FPU)/mL activity  was used for the hydrolysis. Thin stillage, a residual product from the wheat-based first-generation ethanol facility, was provided by Lantmännen Agroetanol, Sweden. The thin stillage had a natural pH of 3.5, with the composition of total solids (% w/v) 9.2 ± 0.4 and suspended solids (% w/v) 2.2 ± 0.6 and (g/L) total nitrogen 4.8 ± 0.5, xylose 0.8 ± 0.1, arabinose 1.5 ± 0.1, glycerol 7.0 ± 0, lactic acid 1.8 ± 0.1, acetic acid 0.21 ± 0.01, and ethanol 1.2 ± 0.2.
N. intermedia CBS 131.92 (Centraalbureau voor Schimmelcultures, Netherlands), an edible ascomycete fungus, was used for ethanol fermentation. The fungus was maintained on potato dextrose agar (PDA) plates containing (in g/L) potato extract 4, dextrose 20, and agar 15. Spore suspension was prepared by flooding the fungal plates with 20 mL sterile distilled water, and the spores were released by dispensing the mycelium with a disposable cell spreader. An inoculum of 30 mL spore suspension (with a spore concentration of 3–4 × 106 spores/mL) per liter of the medium was used for the cultivations. For preparing fungal biomass inoculum, the spores were inoculated into 100 mL YEPD broth containing (in g/L) dextrose 20, peptone 20, and yeast extract 10. The culture was incubated for 48 h at 35 °C and 125 rpm. The fungal biomass was then harvested at the end of the cultivation and used as the inoculum, with its dry weight calculated by drying the fungal biomass at 105 °C overnight.
Dilute Phosphoric Acid Pretreatment of Wheat Straw in the Demo Plant
Pretreatment of wheat straw (WS) was carried out at the Biorefinery Demo Plant (BDP), operated by SP (Technical Research Institute of Sweden) at Örnsköldsvik, Sweden. The reactions were performed in a 30-L one-step vertical plug flow continuous reactor with varying concentrations of acid continuously added in the feed screw prior to the reactor. Based on the preliminary laboratory study , two test runs were carried out at the demonstration plant at conditions (a) acid concentration 1.2% (w/v), residence time 7 min, and temperature 195 ± 2 °C with final slurry pH of 2.9 ± 0.1, designated hereafter as test run 1 (R1), and (b) acid concentration 0.7% (w/v), residence time 7 min, and temperature 201 ± 4 °C with final slurry pH of 3.4 ± 0.2, designated hereafter as test run 2 (R2). For each of the test runs, a total of 1000 L pretreated slurry was collected separately and stored.
Enzymatic Hydrolysis and Fermentation: Comparison of SSF and SHF Process
A comparison between simultaneous saccharification and fermentation (SSF) and separate hydrolysis and fermentation (SHF) experiments was carried out using dilute phosphoric acid-pretreated straw from the demo plant. Enzymatic hydrolysis was initiated at the solid loading of 7.5%, pH 5.5 ± 0.1, and enzyme loading of 10 FPU/g dry substrate . For SSF process, fungal spores (3.4 × 106 spores/mL) and enzymes were simultaneously added to the shake flask (100 mL working volume) and incubated at 35 °C for 120 h. While for SHF process, the addition of fungal spores (3.9 × 106 spores/mL) was achieved post the enzymatic hydrolysis for 48 h, and then, the fermentation was carried out for another 72 h. In both these processes, samples were collected every 24 h. Modified SHF experiments were also carried out to quantify the fungal biomass produced during the fermentation, wherein the solid particles from the enzymatically hydrolyzed (48 h) acid-pretreated straw were removed through centrifugation followed by vacuum filtration. The liquid hydrolysate (filtrate) was inoculated with fungal biomass (0.95 g dry biomass/L media), and then, the fermentation was carried out for another 72 h. The wet fungal biomass was harvested and dried at 105 °C overnight, to determine the biomass dry weight content.
Scale-Up in an Airlift Bioreactor
The scale-up experiments (SSF) were carried out in a bench-scale airlift bioreactor (4.5 L) (Belach Bioteknik, Sweden), with a working volume of 3.5 L, by the simultaneous addition of enzyme (10 FPU/g substrate) and fungal biomass (12.5 ± 0.8 mg dry biomass/L media) with a final substrate loading of 7.5% (w/w) of dry matter content that was maintained. Airlift liquid circulation was achieved by an internal loop with cylindrical geometry with a diameter of 58 mm, height of 400 mm, and thickness of 3.2 mm and was used to achieve the airlift liquid circulation. Aeration at the rate of 1.0 volumeair/volumemedia/min (vvm) was maintained throughout the cultivation, using a sintered stainless steel air sparger with a pore size of 90 μm. Filtration of inlet air was achieved by using a membrane filter (0.1-μm pore size, Whatman, Florham Park, NJ, USA). The cultivation was carried out at pH 5.5 ± 0.2 initially adjusted with 1 M NaOH. The fermentation was carried out at a temperature of 35 ± 2 °C for 120 h.
Batch Anaerobic Digestion
Batch digestion assays were performed according to the method described by Hansen et al.  using thermophilic inoculum obtained from a large-scale digester treating municipal solid waste at 55 °C (Borås Energi och Miljö AB, Borås, Sweden). The digesters used were serum glass bottles with a total volume of 118 mL, closed with butyl rubber seals and aluminum caps. Each flask contained 40 mL of inoculum and 0.25 g volatile solids (VSs) of untreated wheat straw and pretreated straw from test R1 and test R2 (see Dilute Phosphoric Acid Pretreatment of Wheat Straw in the Demo Plant section) to achieve a VS ratio of inoculum to substrate of 2:1. The effluent from fungal fermentation (ethanol process in Enzymatic Hydrolysis and Fermentation: Comparison of SSF and SHF Process section) was subjected to rotary evaporation process for ethanol separation, preparing the syrup for the biogas production process which is designated hereafter as syrup R1 and syrup R2 (from test run 1 and test run 2, respectively). The loss of water during the evaporation process was compensated by distilled water addition. Batch anaerobic digestion of the syrup was also carried out at similar conditions to the untreated or pretreated straw samples. Considering the availability of thin stillage (a waste stream from the wheat-based first-generation process), the methane production from thin stillage alone, and its combination with syrup R1 and R2 (at the ratio of 1:1 based on the VS content), was also investigated. Furthermore, digester containing inoculum alone was used as blanks for the determination of the gas production of the inoculum itself. The headspace of each bottle was flushed with a mixture of 80% nitrogen and 20% carbon dioxide to obtain anaerobic conditions. Gas samples were withdrawn regularly from the headspace of each bottle, and the accumulated methane production was determined using gas chromatography.
The total solid (TS), suspended solid (SS), volatile solid (VS), and total sugar content in the untreated and phosphoric acid-pretreated wheat straw biomass was measured according to the National Renewable Energy Laboratory (NREL) methods [27, 28]. High-performance liquid chromatography (Waters 2695, Waters Corporation, USA) was used to analyze the liquid fractions from the pretreated, enzyme hydrolyzed, and fermented wheat straw biomass. A hydrogen ion-based ion exchange column (Aminex HPX-87H, Bio-Rad Hercules, CA, USA) at 60 °C with a Micro-Guard Cation H guard column (Bio-Rad) and 0.6 mL/min 5 mM H2SO4 as eluent was used for the analyzes of glucose, ethanol, acetic acid, furfural, and 5-hydroxymethyl-furfural. On the other hand, for the separation of glucose, mannose, galactose, cellobiose, xylose, and arabinose, a lead (II)-based column (Aminex HPX-87P, Bio-Rad) at 85 °C with a set of two Micro-Guard Deashing, followed by a Micro-Guard Carbo-P guard column (Bio-Rad) and 0.6 mL/min ultrapure water as eluent, was used. Separation of ethanol from the fungal fermented slurry was achieved using a large-scale evaporator (Laborota 20, Heidolph, Schwabach, Germany). The methane production was measured using a gas chromatograph (Auto System PerkinElmer, Inc., Waltham, MA) equipped with a packed column (PerkinElmer, 60x1, 800OD, 80/100, Mesh) and a thermal conductivity detector (PerkinElmer) with an injection temperature of 150 °C. Nitrogen was used as carrier gas, with a flow rate of 23 mL/min at 60 °C. The gas sampling was performed with a 250-μL pressure-tight gas syringe (VICI, Precision Sampling Inc., LA). All methane volumes are presented under the standard conditions (temperature 273 K and pressure 101,325 Pa). Structural changes in the pretreated wheat straw were investigated using a Fourier transform infrared (FTIR) spectrometer (Impact 410 iS10, Nicolet Instrument Corp., Madison, WI, USA). The spectrum data was developed by Nicolet OMNIC 4.1 software (Nicolet Instrument Corp.) and analyzed by eFTIR (Essential FTIR, USA). The crystallinity index was calculated as the ratio of the absorbance at wavenumber 1420 and 898 cm−1 . The viscosity of the pretreated slurry was determined using a Brookfield digital viscometer model DV-E (Chemical Instruments AB, Sweden).
Results and Discussion
Validation of Dilute Acid Pretreatment at the Biorefinery Demonstration Plant
Chemical composition profile of dilute acid-pretreated wheat straw from the demonstration plant, treated at conditions acid conc. 1.2%, residence time 7 min, and temperature 195 ± 2 °C, i.e., R1, and acid conc. 0.7%, residence time 7 min, and temperature 201 ± 4 °C, i.e., R2
Composition of the liquid fraction (g/L)
Composition of the solid fraction (g/g dry matter substrate)
6.6 ± 0.2
5.04 ± 0.1
0.028 ± 0.001
0.031 ± 0.003
4.6 ± 0.4
2.8 ± 0.2
0.246 ± 0.02
0.302 ± 0.010
31.6 ± 0.1
15.8 ± 0.4
0.028 ± 0.007
0.016 ± 0.003
2.8 ± 0.1
2.1 ± 0.0
5.6 ± 0.4
3.2 ± 0.3
0.53 ± 0.02
0.39 ± 0.02
Enzymatic Hydrolysis and Fermentation
Integrated Process Efficiency and Energy Output
Three different process scenarios are described in the present study for the biogas process (Fig. 4). Accordingly, (a) the pretreated wheat straw at two different conditions (as described in Validation of Dilute Acid Pretreatment at the Biorefinery Demonstration Plant section), (b) ethanol-separated fungal fermentation slurry (designated as syrup), and (c) thin stillage from first-generation starch-based ethanol process were used either directly or in combinations for the anaerobic digestion process. In general, all process streams connected to R1 pretreatment of straw gave higher methane yields (Fig. 5). Higher acid addition during the pretreatment, i.e., R1 conditions (1.2% acid, 195–197 °C), led to slightly higher concentrations of sugars (Table 1) in the pretreated slurry compared to those of R2 conditions (0.7% acid, 201–204 °C). The presence of higher amounts of inhibitors in the R1 hydrolysate however did not affect the biogas system, which is much diluted as opposed to the conditions used for fermentation and fungal cultivation . Nevertheless, inhibitory substances (about 0.12 ± 0.002 g/g dry substrate wheat straw) resulting from the harsher pretreatment conditions (R1) most likely affected the ethanol production but not the biogas production, since both ethanol and biomass productions were lower after R1 treatment (Fig. 3). On the other hand, there were more fermentable sugars (about 0.42 ± 0.014 g/g dry substrate straw) remaining in the waste streams coming from the process, which, in turn, were available for biogas production, leading to about the same amount of methane (Fig. 5) from both the syrup (process alternative b on Fig. 4) and from the co-digestion of thin stillage and syrup mixture (process alternatives b and c on Fig. 4). Hence, while targeting biogas production, R1 treatment conditions are more beneficial, with the ethanol production step being excluded at times. After R1 treatment, almost three times more biogas can be produced from the treated straw (0.30 ± 0.033 Nm3 CH4/kg VS) corresponding to an increase by about 162%, compared to the methane potential of untreated straw (0.12 ± 0.024 Nm3 CH4/kg VS). Additionally, only a small difference (i.e., an increase by about 7.4% for R1) between the methane yields of the straw samples treated under the different conditions was observed (Fig. 5). Hence, the choice for the treatment conditions can be determined by comparing the energy demand needed for the treatment and the surplus energy produced in the form of improved methane production due to the treatment. At the optimum conditions using R1 and R2 pretreated slurry, an energy equivalent of about 16.8 and 15.7 MJ/kg dry wheat straw (higher heating values) was observed in the form of methane from the anaerobic digestion process, with about 161 and 144% improvement in the energy values of the untreated straw. On the other hand, the pretreatment with mild acid concentration (R2) is preferable for the integrated ethanol and biogas processes. With an ethanol yield of 0.16 kg and methane yield potential of 0.20 ± 0.005 Nm3 (per kg substrate and high heating values) from R2 hydrolysate and syrup, respectively, a combined energy output of 15.85 MJ/kg was obtained in this case. This corresponds to an increase in the energy output by about 10%, considering the heat generation potential of the untreated straw. In an integrated process of bioethanol, biohydrogen, and biogas production process, Kaparaju et al.  has reported an energy output from the biogas production of hydrothermal pretreated (at 180 °C for 15 min) wheat straw which was approximately 10% higher than that of untreated wheat straw.
Considering an integrated process scenario, the thin stillage and syrup (straw hydrolysate post the fungal cultivation) are co-digested; a slightly higher methane production can be achieved compared to the process where only the thin stillage is used in anaerobic digestion (Fig. 5). While using thin stillage and syrup R1 and R2 as the biogas substrate separately, an overall energy output of 12.4, 13.7, and 10.9 MJ/kg, respectively, was obtained. Whereas at the integrated process using the mixture of thin stillage and syrup R1 or R2, about 3.6 or 19.7%, respectively, increase in the energy output was observed compared to those obtained using the syrup R1 and R2 alone (Fig. 5). Hence, together with the ethanol production from the pretreated wheat straw, the integration of thin stillage for utilization in the biogas process can result in about 27 or 14% increase in the energy output from syrup R1 or R2, respectively (Figs. 3 and 5). In similar research studies for example, while using steam-pretreated oat straw to produce ethanol and biogas, Dererie et al.  reported an energy output of 9.5–9.8 MJ/kg dry straw, calculated from the amounts of ethanol and biogas produced. Similar energy output yields of 9.2 and 9.8 MJ/kg from corn stover pretreated with 0.2% sulfuric acid together with different combinations of pretreated slurry and thin stillage preparations had been reported previously .
Furthermore, an additional economic value is the N. intermedia fungal biomass obtained in the present study, with the crude protein content of 516 ± 34 mg/g dry fungal biomass, which could potentially be used as animal/fish feed . Considering its protein, amino acid, lipid, and fatty acid composition as well as its high amino acid profile, N. intermedia biomass is a potential source of high-quality nutrients for feed applications . The US Grains Council has announced an increased export of feed grains, reaching 100 million metric tons during 2015–2016 (http://www.grains.org). However, the demand for alternate protein concentrates within feeds is projected to exceed at a high rate, such as, for example, soymeal (at the price of 438 USD/ton) at about 2.8 million tons by 2020 . Hence, there is a clear market potential for the use of an alternate protein source, such as the edible fungal biomass, produced in this integrated process, as an animal feed component. Moreover, the fungal biomass could also replace part of the fishmeal or soybean meal or to be added as an extract in the aquatic feed . Thus, the current integrated process could potentially make new revenue streams for the existing wheat-based ethanol facilities in terms of lignocellulose (straw) based biofuels, i.e., ethanol and biogas, as well as fungal biomass for feed applications.
In this study, different process scenarios are described for the integrated biorefinery model for ethanol, biogas, and edible fungi-based animal feed production. Accordingly, at the optimum conditions, the integrated second-generation process line results in about 90% of the theoretical maximum ethanol (based on the glucan content of the substrate wheat straw) and about 1.53 to 3.71 g/L dry fungal biomass, together with the methane yield potential in the range of 0.19 to 0.30 Nm3 CH4/kg VS (depending on the varying combinations of waste streams utilized for biogas production). The best overall energy output was obtained from wheat straw treated at higher acid concentrations as it resulted in a methane yield, by about 162% higher as compared to that of untreated straw. However, a detailed study on the techno-economic analysis of the different integrated process scenarios (which was not discussed in the present study) is also required for industrial applications and hence is open for the future studies.
The Swedish Energy Agency and the Swedish Research Council (Formas) are gratefully acknowledged for the financial support. The authors also acknowledge Lantmännen Agroetanol, Sweden, for providing the thin stillage used in this research work.
- 2.Luo, G., Talebnia, F., Karakashev, D., Xie, L., Zhou, Q., & Angelidaki, I. (2011). Enhanced bioenergy recovery from rapeseed plant in a biorefinery concept. Bioresource Technology, 102. doi: 10.1016/j.biortech.2010.09.071.
- 4.IGC (2016) Grain Market Report GMR 470 INTERNATIONAL GRAINS COUNCIL http://www.igc.int/downloads/gmrsummary/gmrsumme.pdf. Accessed Sept 2016.
- 7.Paschos, T., Xiros, C., & Christakopoulos, P. (2015). Simultaneous saccharification and fermentation by co-cultures of Fusarium oxysporum and Saccharomyces cerevisiae enhances ethanol production from liquefied wheat straw at high solid content. Industrial Crops and Products, 76, 793–802.CrossRefGoogle Scholar
- 11.Joelsson, E., Dienes, D., Kovacs, K., Galbe, M., & Wallberg, O. (2016). Combined production of biogas and ethanol at high solids loading from wheat straw impregnated with acetic acid: experimental study and techno-economic evaluation. Sustainable Chemical Processes, 4(1), 1–19. doi: 10.1186/s40508-016-0058-5.CrossRefGoogle Scholar
- 17.Nair, R. B., Lundin, M., Brandberg, T., Lennartsson, P. R., & Taherzadeh, M. J. (2015). Dilute phosphoric acid pretreatment of wheat bran for enzymatic hydrolysis and subsequent ethanol production by edible fungi Neurospora intermedia. Industrial Crops and Products, 69, 314–323.CrossRefGoogle Scholar
- 19.Tian, Y., Zhang, H., Mi, X., Wang, L., Zhang, L., & Ai, Y. (2016). Research on anaerobic digestion of corn stover enhanced by dilute acid pretreatment: mechanism study and potential utilization in practical application. Journal of Renewable and Sustainable Energy, 8(2).Google Scholar
- 24.Adney B, Baker J (2008) Measurement of cellulase activities. Laboratory Analytical Procedure, NREL/TP-510-42628.Google Scholar
- 25.Nair RB, Lundin M, Lennartsson PR, Taherzadeh MJCJ-R (2016) Optimizing dilute phosphoric acid pretreatment of wheat straw in the laboratory and in a demonstration plant for ethanol and edible fungal biomass production using Neurospora intermedia. Journal of Chemical Technology & Biotechnology.Google Scholar
- 27.Sluiter A, Hames B, Hyman D, Payne C, Ruiz R, Scarlata C, Wolfe J (2008) Determination of total solids in biomass and total dissolved solids in liquid process samples. NREL Laboratory Analytical Procedures for standard biomass analysis. NREL Technical Report No NREL/TP-510-42621.Google Scholar
- 28.Sluiter A, Hames B, Ruiz R, Scarlata C, Sluiter J, Templeton D, et al. (2012) Determination of structural carbohydrates and lignin in biomass. NREL Laboratory Analytical Procedures for standard biomass analysis. NREL/TP-510-42618.Google Scholar
- 31.Agrawal, R., Satlewal, A., Gaur, R., Mathur, A., Kumar, R., Gupta, R. P., & Tuli, D. K. (2015). Pilot scale pretreatment of wheat straw and comparative evaluation of commercial enzyme preparations for biomass saccharification and fermentation. Biochemical Engineering Journal, 102, 54–61.CrossRefGoogle Scholar
- 35.Ferreira, J. A., Lennartsson, P. R., & Taherzadeh, M. J. (2015). Production of ethanol and biomass from thin stillage by Neurospora intermedia: a pilot study for process diversification. Engineering in Life Sciences.Google Scholar
- 38.Bauer, A., Bösch, P., Friedl, A., & Amon, T. (2009). Analysis of methane potentials of steam-exploded wheat straw and estimation of energy yields of combined ethanol and methane production. Journal of Biotechnology, 142. doi: 10.1016/j.jbiotec.2009.01.017.
- 41.Dererie, D. Y., Trobro, S., Momeni, M. H., Hansson, H., Blomqvist, J., Passoth, V., Schnurer, A., Sandgren, M., & Stahlberg, J. (2011). Improved bio-energy yields via sequential ethanol fermentation and biogas digestion of steam exploded oat straw. Bioresource Technology, 102, 4449–4455.CrossRefGoogle Scholar
- 43.FAO. (2012). SOFIA: the state of world fisheries and aquaculture. Rome: Food and Agriculture Organization (http://www.fao.org/docrep/013/i1820e/i1820e00.htm). Accessed Sept 2016.Google Scholar
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