In this study, a continuous stirred-tank reactor (CSTR) coupled with up-flow anaerobic sludge beds (UASBs) reactor was successfully developed for enhancing methane production and carbon recovery rate from cornstalks. Acetic acid production was higher in regions A than in B and C. The methane percentage achieved at 75.98% of total gas and methane production of cornstalks was up to 520.07 mL/g, during the stable operation period. The carbon of recovery rate, represented substrates converted to methane gas, reached 69.32% in stable stage. Microbial community structure analysis revealed that Paludibacter, Prevotella/Clostridium sensu stricto, and Caldisericum were the dominant bacteria for the degradation of cellulose, lignin, and other refractory macromolecules in regions A, B, and C, respectively. Methanobacterium and Methanolinea were the two major genera, accounting for methanogenesis generation.

  • Energy recovery, Three-stage fermentation, Cornstalks, CSTR-UASBs, Microbial community analysis.

In the last decades, with increasing energy demands and concerns about environmental impacts (Liu et al. 2022), the anaerobic fermentation process, which benefits from its efficient performance in waste and energy recovery (Wang et al. 2019a, 2019b), has been regarded as a viable way to produce bio-methane (around 50–70% of total gas) for replacing conventional energy sources (Cavinato et al. 2012; Baena-Morenol et al. 2019). Agricultural wastes, such as wheat and corn straws are abundant in carbohydrate contents, and are preferred renewable organic sources for the anaerobic digestion (Mahmoodi et al. 2018).

Two-stage anaerobic digestion (AD) process, which divides the digestion process into the hydrolysis and fermentation processes, has often been proposed as a feasible approach for producing bio-gas from various organic resources (Martinez-Perez et al. 2007). In a two-stage AD process, the degradation efficiency, energy recovery and stability of fermentation and methanogenesis phases were promoted (Luo et al. 2011). Pakarinen et al. (2009) obtained a higher hydrogen and methane production after NaOH pre-treatment step. Diamantis et al. (2014) also proved that two-stage CSTR-UASB system enhanced methane recovery as compared to the single-stage system. Co-digestion is another technology for improving the methane yield, which is also limited by the substrate supply (Wei 2016). Although two-stage AD could separate the whole digestion process into hydrolysis and gas production, the drawbacks of low energy recovery and low efficiency of chemical oxygen demand (COD) utilization still existed in recently studies (Wang et al. 2019a, 2019b). Therefore, further explorations are urgently needed to further advance the utilization and recovery radio of carbon in AD process.

The hydrolysis process of lignocellulose in cornstalks is considered as another rate-limiting step of the fermentation, which is one of the critical challenges of the anaerobic digestion of agricultural wastes (Cheng & Liu 2012). Although some methods, such as pretreatment of carbon resources (Wang et al. 2017), bioaugmentation (Zhang et al. 2015) and co-digestion (Almomani & Bhosale 2020), have been explored and applied to improve the fermentation process, shortcomings of the current technologies still need to be further studied. For instance, the traditional thermal and chemical pre-treatments need large amount of energy and chemical input, which also generated inhibitory, biologically non-degradable compounds and higher costs (Mulat et al. 2018). In addition, the chemicals residual would also produce inhibitory or toxic compounds (Fu et al. 2020). Therefore, developing simple and practical methods for pretreatment was significant.

In this study, a novel three-stage anaerobic fermentation reactor was explored for digestion of cornstalks. The innovation points of this study could be summarized as follows: (a) This reactor fully utilized the acidic environment in region A as a pre-treated process, replacing of the traditional steam-explosion or alkaline pretreatment (Mulat et al. 2018), for decomposing the lignocellulose of cornstalks. (b) There was no extra water supplied during experiments by intermittently suppling substrate without extra water added and recycling discharges for saving water resource and further reuse the residual carbon. (c) This study took advantage of CSTR for treating the high-density of solid cornstalks and UASB for transport liquid VFAs. As a result, the relative acid pH in region A was suitable for hydrolysis and VFAs produced and the relative alkaline pH was good for methanogenesis. The functional microbial communities and diversities in different districts were also discussed for high throughput sequencing for revealing the biological mechanism in this system.

Materials of anaerobic fermentation

The corn straw was harvested from Taigu farm, Shanxi Province, before being cut into 3–5 cm pieces after natural air-drying. The inoculated activated sludge was taken from the Zhengyang sewage treatment plant in Jinzhong City, Shanxi Province. The characteristics of the inoculum and substrate (tested in triplicate) are shown in Table 1.

Table 1

Characteristics of the inoculum and substrate (tested in triplicate)

CharacteristicsInoculum (activated sludge)Substrate (corn straw)
Moisture content (%) 65.71 ± 2.03 6.79 ± 1.01 
Total solid (TS, %) 34.29 ± 2.03 93.21 ± 1.15 
Volatile solid (VS, % of TS) 56.41 ± 1.03 84.76 ± 2.29 
C (% of TS) – 39.21 ± 1.80 
N (% of TS) – 2.07 ± 0.19 
H (% of TS) – 6.51 ± 0.53 
C/N – 18.94 ± 1.05 
Cellulose (% of TS) – 47.55 ± 2.12 
Hemicellulose (% of TS) – 20.51 ± 1.74 
Lignin (% of TS) – 10.54 ± 0.91 
CharacteristicsInoculum (activated sludge)Substrate (corn straw)
Moisture content (%) 65.71 ± 2.03 6.79 ± 1.01 
Total solid (TS, %) 34.29 ± 2.03 93.21 ± 1.15 
Volatile solid (VS, % of TS) 56.41 ± 1.03 84.76 ± 2.29 
C (% of TS) – 39.21 ± 1.80 
N (% of TS) – 2.07 ± 0.19 
H (% of TS) – 6.51 ± 0.53 
C/N – 18.94 ± 1.05 
Cellulose (% of TS) – 47.55 ± 2.12 
Hemicellulose (% of TS) – 20.51 ± 1.74 
Lignin (% of TS) – 10.54 ± 0.91 

Note: ‘–’ means this parameter was not tested.

Experimental set-up and operation procedure

The inoculated activated sludge was taken from Zhengyang sewage treatment plant in Jinzhong City, Shanxi Province. The characteristics of the inoculum and substrate (tested in triplicate) are shown in Table 1. The agitator and a downward three phase separator were set in region A to avoid the suspend sludge released, increasing the contact area between sludge and straw, and improving the substrate transfer efficiency. The rotating speed of the agitator was 15 r/min. An upward three phase separator were set in regions B and C for separating gas produced and sludge. The running time of hydrolysis was usually 10 times shorter compared to the methane producing process (Fox & Pohland 1994). Based on the mechanism of three-stage fermentation, this system was designed as the following three functional stages: hydrolysis process (region A), VFA production (region B), and methane production (region C), respectively. As shown in Figure 1, a CSTR reactor (region A, 30 L, a radius of 11 cm and a height of 78 cm) was implemented using polypropylene amalgamated with UASBs (region B, 15 L and C, 5 L).
Figure 1

(a) Schematic diagram and (b) photograph of the CSTR-UASBs reactor.

Figure 1

(a) Schematic diagram and (b) photograph of the CSTR-UASBs reactor.

Close modal

Different functional (hydrolysis, acidification, and fermentation) sludge was enriched in the three regions to decrease the acidification effect on the methanogenesis process and the production of biogas residue/slurry and to increase the substrate utilization efficiency. The waste sludge was then discharged after the effluent re-entered the area through the backflow pipe for reaction until the high solids reactant reaction was complete. The sludge in regions B and C would be kept for the following high solid fermentation.

To incubate and start up the reactor, the number of corn cornstalks were periodically increased. The cornstalks were provided as 200 mg/L, 500 mg/L, and 750 mg/L at the operation time of 0–20 days, 21–40 days, and 41–130 days. The supplemented inorganic nutrients contained (mg/L): K2HPO4 (125), MgCl2·6H2O (15), FeSO4·7H2O (25), CuSO4·5H2O (5), CoCl2·5H2O (0.125), NH4HCO3 (5,240), and NaHCO3 (6,720) (Endo et al. 1982). No extra water was added during the whole periods.

Electrochemical and chemical measurements

The concentrations of -N, -N, and -N were measured three times a day, following the standard methods (APHA 2005). Temperature and pH were measured by the temperature and pH meters (MT InPro6800, MT FE28, and MT Company). VFAs concentrations were determined using a gas chromatograph. TS and VS of the granular sludge were analyzed according to standard methods (APHA 2005). The concentrations of VFAs and methane were determined by Agilent 4004A gas chromatography.

DNA extraction and microbial community analysis

DNA from the sample was sampled at the end of the whole experiment and extracted using the Bacteria DNA Isolation Kit Components (MOBIO), in accordance with the manufacturer's instructions. Polymerase chain reaction (PCR) amplification was performed as described in a previous study (Xie et al. 2020). The PCR amplification of the V4–V5 region of the 16S rRNA gene was conducted using bacterial universal primers 907R (5′-CCGTCAATTCMTTTRAGTTT-3′) and 515F (5′-GTGCCAGCMGCCGCGG-3′). The compositions of the PCR products were identified by pyrosequencing on the Illumina Miseq sequencer platform (Shanghai Biozeron, China). SigmaPlot 14.0 was employ for raw sequences analysis.

The OLR and COD concentration changes of the CSTR-UASBs reactor

The variations of OLR and COD concentration in three regions A, B, and C throughout the whole experimental periods are presented in Figure 2. The step of increasing the OLR of the reactor from 0.20 to 0.75 g/L/d) was employed to initiate the CSTR-UASBs fermentation system. As result, the reactor maintained at a stable state from day 40 to 130, during which the amount of organic acid produced was essentially equal to the amount of COD consumed. Since the volume in region A was higher than that of region B and C, the average COD concentration in region A achieved 7,070.2 mg/L, which was significant higher than in region B (3,850.4 mg/L) and C (1,950.0 mg/L) during the third period. The constant COD concentration in the reactor revealed that the speed of utilization of organic compounds and the rate of production of small molecule organic acids were in balance during the operation.
Figure 2

The concentrations of COD in (a), (b), (c) and the OLR of the CSTR-UASBs reactor.

Figure 2

The concentrations of COD in (a), (b), (c) and the OLR of the CSTR-UASBs reactor.

Close modal

VFAs and total acid produced performance

In this amalgamated system, the lignocellulosic of cornstalks substrates was first hydrolyzed by hydrolytic bacteria to produce cellulose hydrolase (Zhao et al. 2017). The VFAs and acid concentrations from the direct microbial conversion of UASB-CSTRs reactor were examined, and the results are shown in Figure 3. In the initial stage of start-up, the VFAs of acetic acid, propionic acid, and N-butyric acid remained relatively stable, due to the OLR of substrates employed. When the OLR increased to a high level of 0.75 g/L/d, the cornstalk was difficult to decompose, and it was agreed that the acetic acid content showed a decreasing trend from day 60 to day 110. Then, the hydrolysis capacity of straw started to increase with increasing straw content and the presence of cellulase during the operation. The acetic acid content started to rebound and stabilize from day 110 to 155. Conversely, the methanogenic bacteria were highly enriched during the stable incubation, while the rate of producing acetic acid was lower than the speed of utilizing acetic acid by methanogens. The amounts of acetic acid presented decreasing trends, accordingly. In normal operation, the acetic acid concentration decreased sequentially in the three regions, which was consistent with the function of the three regions. The concentrations of propionic acid and N-butyric showed a similar trend to that of acetic acid, exhibiting a decline followed by a rebound at the end of the run period. It was noted that propionic acid and N-butyric acid declined relatively slowly after elevating the OLR of region C on day 40 compared to region A, demonstrating that the abundance of acidogenic bacteria in region C was much lower than the region A. The total acid concentration showed a gradual decrease in three regions from day 60, and kept constant after 40 days of culture. Since the average concentration of acetic acid was much higher than propionic acid and N-butyric the total acid represented similar variations with acetic acid, accordingly.
Figure 3

The concentrations of VFAs and total acid in CSTR-UASBs reactor.

Figure 3

The concentrations of VFAs and total acid in CSTR-UASBs reactor.

Close modal

Gas production

The gas production, methane production and methane yield of the reactor are shown in Figure 4. The methane production rate reached a stable and high state early in the operation process, indicating relatively high activity of both acid-producing bacteria and methanogenic bacteria in the reactor and a stable start-up effect in the early stages. The gas production of methane and total gas increased from 4.1 L and 6.5 L to 22.6 L and 29.0 L in the period from day 40 to 130. With the increase of OLR and the enrichment of methanogenic bacteria, the methane percentage reached 75.98% during the stable period from day 70 to 130, which are much high than previous studies (Liang et al. 2022; Zhang et al. 2022). Methane production of cornstalks exhibited the value of 520.07 mL/g, which is 3.16 times higher than the recent study from Pan et al. (2022). The methanogenic substrate utilization in this study was calculated to be 43.2%. Based the calculation for the carbon of recovery rate from cornstalks to methone also achieved as high as 69.32% in this stage.
Figure 4

The amounts of gas production and the methane percentage of gas.

Figure 4

The amounts of gas production and the methane percentage of gas.

Close modal

Microbial community structure analysis

The process of methane production by anaerobic fermentation is a complex process that requires the joint action of different microorganisms. Methanogens (Archaea) and acidogenic bacteria (bacteria) play a major role in the process of fermentation (Kong et al. 2018). Acidogenic bacteria provide methanogens with appropriate redox potential and fermentation substrate. Methanogens alleviate the inhibition feedback effect caused by early acid and hydrogen accumulation due to volatile acid depletion. Therefore, acidogenic bacteria and methanogens restrict and contact each other to complete anaerobic fermentation in this amalgamated CSTR-UASBs reactor. According to the Chao1 index analysis, The results indicated that, among the three zones of the reactor, zone A was the most active acid-producing zone and zone B was the most active methanogenic region. Therefore, during the stable operation of the reactor, the content of volatile acid in three chambers decreases in the order of A, B, and C.

Figure 5 summarizes the taxonomic classification of the bacterial sequences from regions A, B, and C after completing the entire experiment at the two phylum and genus levels. At the phylum level, the four most predominant phyla were Proteobacteria, Bacteroidetes, Firmicutes, and Chloroflexi (Sun et al. 2015), which were considered to be the most common phylum related to organic matter hydrolysis and volatile acid production (Zhou et al. 2015). The total proportion of these four phyla in the regions of A, B, and C were 75.18%, 74.74%, and 60.03%, respectively. Since the phyla of Bacteroidetes, Chloroflexi, and Firmicutes were the most direct participant in the process of hydrolysis and acid production, their abundance tended to decrease from region A to region C. Figure 6 and Table 2 show the horizontal distribution of Archaea phylum level in the three regions. Euryarchaeota and Crenarchaeota were the most detected phyla, while the majority of methanogens in anaerobic fermentation belonged to Euryarchaeota. The total proportion of these two phyla maintained similar in the regions of A, B, and C, accounting for 95.20%, 96.91%, and 96.32%, respectively. It is noteworthy that Euryarchaeota showed an upward trend in region B, indicating that its methane production capacity is the strongest, which is consistent with the actual situation.
Figure 5

Distributions of archaeal (a) and bacterial (b) community at the phylum level.

Figure 5

Distributions of archaeal (a) and bacterial (b) community at the phylum level.

Close modal
Figure 6

Heatmaps of archaeal (a) and bacterial (b) community at genera level.

Figure 6

Heatmaps of archaeal (a) and bacterial (b) community at genera level.

Close modal

At the genus level, as shown in Figure 6, Paludibacter (7.20%) was the dominant bacteria in region A, degrading cellulose and other macromolecules. Prevotella (15.31%) and Clostridium sensu stricto (10.23%) of bacteria were dominant bacteria in region B. Prevotella was closely associated with the production of volatile acids, degradation of lignin, cellulose, hemicellulose and other refractory macromolecular substances. Clostridium sensu stricto is a typical cellulose decomposing bacterium, that decomposes lignin, cellulose, and other volatile organic compounds after decomposition into monosaccharides (Lawson & Rainey 2015). The dominant bacterium in zone C was Caldisericum, accounting for 6.11% of the total bacteria. The main function of Caldisericum is to degrade sugars and produce volatile organic compounds.

The functions of bacteria in the three regions are roughly similar, but it can be seen that the sequence numbers of various bacterial communities vary considerably. The main function of area A is to degrade macromolecular substances such as cellulose and to produce volatile organic compounds by degrading sugars. Some of these substrates will be produced by hydrogen and carbon dioxide. However, this part of cellulose will not be completely degraded but will enter region B with the water flow. The main function of region B is to degrade cellulose and other substances. Cellulose degradation results in the production of volatile organic compounds, and a large number of cellulose degrading functional bacteria was detected in region B. Some sugars that have not yet produced volatile acid will enter area C, in the meantime. The microorganisms in region C will further decompose and produce acids. The generated volatile organic compounds will continue to circulate to zone A, where methanogenic reactions with water flow occur.

Table 2

Reactor dominant bacteria genus level distribution

GenusA (%)GenusB(%)GenusC (%)
Paludibacter 7.2 Prevotella 15.31 Caldisericum 6.11 
Macellibacteroides 5.86 Clostridium sensu stricto 10.23 Longilinea 2.53 
Treponema 4.5 Caldisericum 2.45 Clostridium sensu stricto 2.36 
SR1_genera_incertae_sedis 3.86 Megasphaera 1.97 Parcubacteria_genera_incertae_sedis 2.3 
Bacteroides 3.58 Longilinea 1.82 Ottowia 2.08 
Sporobacter 3.54 Parcubacteria_genera_incertae_sedis 1.67 Treponema 1.69 
Saccharofermentans 3.4 Azospira 1.67 Methanothrix 1.64 
GenusA (%)GenusB(%)GenusC (%)
Paludibacter 7.2 Prevotella 15.31 Caldisericum 6.11 
Macellibacteroides 5.86 Clostridium sensu stricto 10.23 Longilinea 2.53 
Treponema 4.5 Caldisericum 2.45 Clostridium sensu stricto 2.36 
SR1_genera_incertae_sedis 3.86 Megasphaera 1.97 Parcubacteria_genera_incertae_sedis 2.3 
Bacteroides 3.58 Longilinea 1.82 Ottowia 2.08 
Sporobacter 3.54 Parcubacteria_genera_incertae_sedis 1.67 Treponema 1.69 
Saccharofermentans 3.4 Azospira 1.67 Methanothrix 1.64 

It can be seen from Table 3 that the dominant bacteria in region A are Methanobacterium (33.84%) and Methanthrix (10.66%). Methanobacterium is a genus of strictly anaerobic archaea and hydrogen trophic methanogenic bacteria, which mainly uses hydrogen and carbon dioxide as substrates for methanogenesis production (Zhu et al. 2017). Methanothrix is one of the most common methanogenic archaea with the methanogenic substrate is acetic acid, which cannot use hydrogen and carbon dioxide to produce methane. Methanobacterium and Methanthrix are also the dominant genera in region B. However, the content of Methanobacterium was 16.51%, which was lower than that in region A (33.84%). Methanothrix accounted for 27.28% of community genera, which was higher than that of region A (10.66%), because of the excess of acid in zone A, which led to the inhibition of acetic acid. Therefore, Methanobacterium, mainly utilizes hydrogen and carbon dioxide to produce methane and play a major role in methane production. After entering zone B, the concentration of volatile acid decreases, and methanthrix gradually replaces Methanobacterium as the dominant flora. Methanthrix remains the dominant species in region C, however the content of Methanolinea (18.1%) increased rapidly compared with region A and B. There are many metabolic pathways of Methanolinea, which can not only use hydrogen and carbon dioxide to generate methane, but also can use formic acid, acetic acid and other volatile substances to generate methane. This is due to the presence of hydrogen, carbon dioxide, acetic acid and other volatile acids in region C, the levels of which do not inhibit methanogens. Therefore, multiple methanogenic pathways can be carried out together, which contributes to the enrichment of Methanolinea.

Table 3

Reactor dominant archaea genus level distribution

GenusA (%)GenusB (%)GenusC(%)
Methanobacterium 33.84 Methanothrix 27.28 Methanothrix 28.9 
Methanothrix 10.66 Methanobacterium 16.51 Methanolinea 18.1 
Methanolinea 5.76 Methanoregula 10.63 Methanomassiliicoccus 6.48 
Methanomassiliicoccus 4.68 Methanolinea 8.1 Methanoregula 4.08 
Methanospirillum 4.63 Methanospirillum 2.45 Methanospirillum 3.64 
GenusA (%)GenusB (%)GenusC(%)
Methanobacterium 33.84 Methanothrix 27.28 Methanothrix 28.9 
Methanothrix 10.66 Methanobacterium 16.51 Methanolinea 18.1 
Methanolinea 5.76 Methanoregula 10.63 Methanomassiliicoccus 6.48 
Methanomassiliicoccus 4.68 Methanolinea 8.1 Methanoregula 4.08 
Methanospirillum 4.63 Methanospirillum 2.45 Methanospirillum 3.64 

Based on the microbial analysis, the main function of region A is the hydrolysis of straw cellulose and acid production of polysaccharides. The remaining cellulose flows into region B, where a large number of cellulolytic bacteria are enriched for cellulolysis. Some of the substrates produced after decomposition can be directly acidified, while other parts will be decomposed in in region C for acid production. Enrichment of hydrogen and carbon dioxide, as well as appropriate concentrations of acetic acid and other substances, diversify methane production.

In this study, a novel CSTR-UASBs hybrid reactor was successfully established for a three-stage anaerobic fermentation process of corn cornstalks. The results showed that the methane production rate could achieve 75.98% and methane produced from cornstalks was 520.07 mL/g. Paludibacter, Prevotella/Clostridium sensu stricto, and Caldisericum were detected the dominant bacteria of regions A, B, and C, responsible for the degradation of cellulose, lignin, cellulose, and other refractory macromolecular substance. Methanobacterium in regions A and B were mainly used for methanogenesis production, while Methanolinea can be used to produce methane gas from acetic acid and other organic substances.

This research was supported by the Ministry of Environmental Protection of the People's Republic of China (Major Science and Technology Program, No. 2019YFC0408601 and 2019YFC0408602), the National Natural Science Foundation of China (NSFC, No. 52070139; 52100155; 42177057), the Natural Science Foundation of Youth Fund of Shanxi Province (No. 202103021222009), and the Foundation Research Program of Shanxi Province, China (No. 202103021224099; 20210302124347).

All relevant data are included in the paper or its Supplementary Information.

The authors declare there is no conflict.

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