Physical and chemical characterization of agroindustrial wastes
Table 2 summarizes the initial characterization in terms of physical and chemical parameters of the agroindustrial residues obtained after sampling and conditioning of the samples.
The samples were conditioned at a concentration of TS between 2.5-4% to not clog the ducts in anaerobic reactors, which is recommended in specialized literature [42]. The organic material content is represented in the volatile solids since, during the incineration of VS, the residual products represent an inorganic or mineral phase that cannot volatilize; therefore, a high biodegradability can be inferred [43].
On the other hand, the pH in both the agroindustrial residues and the waste mixture is slightly acidic (5.9–6.56); however, Charalambous [44] indicate that the anaerobic biomass can acclimatize to a moderately low pH (5–6).
The concentration of total and soluble COD (5630.315 ± 145 and 4160 ± 71 g L− 1 respectively) present in agroindustrial wastes is attributed to their organic nature. Each type of biomass contains various organic and inorganic elements that considerably affect the digestion process [45]. However, different authors have reported the presence of cellulose and lignin in agroindustrial residues [46–48], which can hardly be degraded by hydrolytic microorganisms [49].
The increase in biogas production depends directly on the substrates content [50], with carbohydrates, proteins, and lipids constituting a large part of the biomass destined for biogas production systems [51]. In this sense, the concentration of proteins in the mixture of agroindustrial residues reported was 19.57 ± 0.42%. According to Braun [52], they are not considered an ideal substrate for biogas generation due to the high production of toxic compounds and inhibitory effects. Even so, the availability of nitrogen (3.12 ± 0.27% N-total in the wastes mixture) under balanced conditions is fundamental for the generation of cells, producing equivalent moles of ammoniacal nitrogen, in addition to the alkalinity of bicarbonate [53].
Carbohydrates consisting of easily fermentable sugars present degradation and a high potential for biogas production in short periods; on the contrary, residues composed of lignocellulosic carbohydrates show slow degradability [45]. In this sense, the SCW (4761 ± 245 mg. L− 1) presented the highest carbohydrate content in the three residues used, a residue considered to have lignocellulosic content. In general, carbohydrate-rich substrates tend to have low C/N ratios, impair cell formation, and reduce biogas production rates [54], so co-digestion processes are considered attractive to balance the properties of these substrates [50].
About the lipids concentration, the physicochemical residual sludge presented a higher concentration (4312 ± 015 mg. L− 1) than poultry manure and SCW; However, lipids are among the compounds with the most significant potential for biogas production; they present a slow degradation in the digesters, often requiring previous treatments to accelerate the process [55, 56].
Table 2
Physical and chemical characterization of agroindustrial wastes
Parameters/ Waste
|
Physicochemical Sludge
(PS)*
|
Excreta of Broiler Chicken
(EBC)*
|
Sugar Cane Waste
(SCW)*
|
Mixture
(60% PS, 20% EBC, 20% SCW) *
|
Total solids (% m·v− 1)
|
3.5 ± 0.5
|
3.98 ± 0.98
|
2.84 ± 0.43
|
3.44 ± 0.31
|
Volatile solids (% m·v− 1)
|
85.42 ± 0.63
|
74.98 ± 0.46
|
87.37 ± 0.61
|
82.59 ± 0.83
|
pH
|
6.5 ± 0.36
|
6.56 ± 0.41
|
5.90 ± 0.46
|
6.32 ± 0.21
|
COD Total (mg. L− 1)
|
8654 ± 114
|
3122 ± 098
|
3923 ± 102
|
5630.315 ± 145
|
COD Soluble (mg. L− 1)
|
1324 ± 96
|
1852 ± 030
|
723 ± 26
|
4160 ± 71
|
Carbohydrates (mg. L− 1)
|
2368 ± 422
|
3500 ± 125
|
4761 ± 245
|
862 ± 059
|
Lipids (mg. L− 1)
|
4312 ± 015
|
3045 ± 090
|
1061 ± 043
|
2500 ± 082
|
N-Total (%)
|
3.82 ± 0.37
|
4 ± 0.40
|
1.19 ± 0.61
|
3.12 ± 0.27
|
Proteins (%)
|
20.02 ± 1.89
|
23.14 ± 4
|
6.98 ± 2.13
|
19.57 ± 0.42
|
*Data are given as mean ± SD, n = 5 |
Effect of acid pre-treatment on the solubilization of organic matter in the mixture of agroindustrial wastes
Figure 1 shows the percentages of the degree of solubilization (% SD) obtained consecutively from acid pre-treatments. In general, the rate of solubilization increased with the increase in the application of the dose of acetic acid and exposure time, showing a linear behavior. Values of 8%, 11.8%, and 15.3% SD were obtained by applying a dose of 4% and exposure times of 30, 60, and 90 min, respectively, results that obey the equation %SD = 0.1652 T + 1.3398 where T is the exposure time (R2 = 0.9534) (Fig. 1c). Likewise, when applying a dose of 3% acetic acid, the results could be described by the equation %SD = 0.143 T + 1.2733 where T and R2 = 0.9445 (Fig. 1b), the reported average values of %SD were 7.2%, 10.3%, and 13.3 % for times o 30, 60 and 90 min respectively. Regarding the 2% dose, the average values of %SD for the 30, 60, and 90 exposure times reported were 4%, 6.7%, and 9.4%, respectively, a linear behavior that is described by the equation %SD = 0.1032 T + 0.3904 where T and R2 = 0.9894 (Fig. 1c).
The statistical analysis revealed that the acid pre-treatment, the exposure time, and the interaction between both factors had a significant effect (p ≤ 0.05) on the percentage of solubilization of organic matter present in the mixture of agroindustrial residues.
Furthermore, a higher dose of acetic acid and a longer exposure time will increase the percentage of the degree of solubilization, an effect that can be attributed to the fact that acetic acid breaks the bonds and transforms non-biodegradable materials into biodegradable compounds that can be used as a substrate in anaerobic digestion, emphasizing the effect on substrates with lignocellulosic composition [57], extracellular polymeric substances may also become more bioavailable [58], contributing to the conversion of slowly biodegradable particulate organic materials into readily biodegradable low molecular weight compounds [59].
The influence of the pre-treatment on the biodegradability of the raw material varies according to the pre-treatment and the type of substrate [60], Devlin [61] indicate that an increase in soluble COD suggests that the acid pre-treatment contributes to the decomposition of the polymers present in the substrates into monomers or oligomers by breaking the bonds and that it can be observed in the soluble COD values obtained in this study (Table 3).
Table 3
Summary of values soluble COD and percent solubilization degree APT
Acid
pre-treatment
|
%SD*
|
sCOD
mg sCOD.L− 1 *
|
4% 90 min
|
15.3 ± 0.75
|
5020 ± 42.4
|
4% 60 min
|
11.8 ± 0.25
|
4825 ± 14.1
|
4% 30 min
|
8 ± 0.56
|
4612 ± 31.8
|
3% 90 min
|
13.3 ± .19
|
4907 ± 10.6
|
3% 60 min
|
10.3 ± 0.31
|
4724 ± 17.7
|
3% 30 min
|
7.2 ± 0.19
|
4567 ± 10
|
2% 90 min
|
9.4 ± 0.31
|
4692 ± 17.7
|
2% 60 min
|
6.7 ± 0.17
|
4535 ± 86.1
|
2% 30 min
|
4 ± 0.31
|
4387 ± 17.7
|
Raw agroindustrial wastes
|
0
|
4160 ± 23.1
|
*Data are given as mean ± SD, n = 3 |
Biochemical Methane Potential (BMP) Tests
Anaerobic biodegradability tests were carried out with the mixture of pretreated and raw agroindustrial residues in batch operation to evaluate the effect of acid pre-treatment on VS removal, biogas production, and biogas and methane yield.
The experimental results of the accumulated production of biogas during the batch tests are shown in Fig. 2, in which it is observed that the reactors fed with the raw agroindustrial waste mixture were the ones that generated the lowest volume of biogas (744 ± 5.6 mL). At the same time, the pre-treatment with a dose of 4% acetic acid and a contact time of 90 min was the one that generated a greater volume of accumulated biogas (2990 ± 14.4 mL). The statistical analysis revealed that applying the acid pre-treatment, the exposure time, and the interaction between both factors had a significant effect (p ≤ 0.05) on the accumulated biogas production.
Based on the above, it is verified that applying acidic pre-treatments in the mixture of agroindustrial residues (physicochemical sludge, poultry manure, and SCW) favors the accumulated biogas production is attributed to the fact that the pre-treatment improves the degradation long-chain and/or lignocellulosic compounds present in agroindustrial wastes, this fraction being decreasing and consequently increasing the soluble contents available for the microorganisms in the reactors to biogas produce [62]; in addition, previous studies have reported that the use of co-digestion processes favors the biogas production. The effect of pretreatment and anaerobic co-digestion of food waste (FW) and waste activated sludge (WAS) was assessed by the reductions of total suspended solids (TSS), volatile suspended solids (VSS), COD removal and methane production. Thermal treatment and anaerobic digestion reduced VSS up to 43.4% (FW) and 43.1% (FW þ WAS) by increasing the solubilization of the feedstock. Methane yields of ultrasonic treatment reached 206.4 (FW) and 326.3 (FW + WAS) mL CH4 g− 1 VSS removed which were 50.5 and 56.2% higher than that of the control. Results showed that each pre-treatment gave distinctive effect on different feedstocks due to dissimilar composition. Co-digestion conferred superior result than mono digestion with FW or WAS [63].
Gosh [64] evaluated the potential of co-digestion for utilizing the Organic fraction of Municipal Solid Waste (OFMSW) and sewage sludge (SS) for enhanced biogas production. Metagenomic analysis was performed to identify the dominant bacteria, archaea, and fungi, changes in their communities with time, and their functional roles during anaerobic digestion (AD). The cumulative biogas yield of 586.2 mL biogas g VS-1 with the highest methane concentration of 69.5% was observed under an optimum ratio of OFMSW: SS (40:60 w.w− 1).
The effect of mechanical, chemical, thermal, and hybrid pre-treatment on anaerobic digestion of fruit-juice industrial waste (FW) co-digested with municipal sewage sludge (MSS). The pre-treatment of the substrates with ultrasonication, microwave, weak alkali-acid caused an increase in cumulative biogas production of approximately 20.9, 14.9, 8.1, and 5.2%, respectively. Beside this, thermal and strong acid-alkali pre-treatment reduced biogas production. The highest cumulative biogas and methane yield was increased with hybrid pre- treatment which contains ultrasonication (US) and alkali (AL) pretreatment by 36% and 49%, respectively. Also, compared to untreated mixture, the soluble COD, carbohydrate, and protein removal efficiencies were increased from 42.6–65.6%, 65.1–86.6%, and 17.3–62.4%, respectively for US-AL pretreatment [65].
For all the above, pre-treatments in the anaerobic co-digestion process are attractive for generating energy from substrates such as sewage sludge, organic waste, and agro-industrial wastes.
The main components of biogas are methane and carbon dioxide, nitrogen, hydrogen, oxygen, and hydrogen sulfur, water, and saturated hydrocarbons such as propane and ethane in small quantities, with methane being the gas present in the mixture of most significant interest due to its caloric potential [66]. Therefore, the importance of determining biogas yields and methane, the BMP tests results are shown in Table 4. According to the statistical analysis, there was a significant effect on the yield of biogas and methane (p ≤ 0.05) when applying acid pre-treatments and increasing the time of exposure, noting the most significant impact with the pre-treatment with a dose of 4% acetic acid and a contact time of 90 min. In anaerobic digestion processes, incorporating a pre-treatment enhances the removal of organic material and reduces the lag phase of methanogenesis, leading to increased CH4 production [66].
AD has been considered one of the appropriate processes for the valuation of waste based on the syntrophic mechanisms of microbial communities [67]. The biogas production through AD from organic waste such as primary sludge, waste activated sludge [68], sewage sludge with mixed cafeteria food waste [67], waste from food alone [69], organic fraction of municipal solid waste [50], bird litter [4], among others, have been investigated. Favorable results have been obtained for co-digesting said substrate and/or applying some pre-treatment. The biogas produced from AD can be converted into biomethane (CH4) and used in heat/power generation [70], and the digestate residue can be used as fertilizer [71–73].
Table 4
Results anaerobic digestion batch APT
Acid
pre-treatment
|
Y biogas *
L bio g VSrem−1
|
Y CH4 *
L CH4 g VSrem−1
|
Accumulative biogas *
mL
|
VS removed*
(g)
|
VS reduction efficiency*
(%)
|
Hidraulic Retention Time (HRT)*
(d)
|
4% 90 min
|
1857.2 ± 7.5
|
1392.9 ± 5.65
|
2990 ± 14.4
|
1.61 ± 0.01
|
57.50
|
11
|
4% 60 min
|
1842.6 ± 25.9
|
1382 ± 19.41
|
2755 ± 77.78
|
1.50 ± 0.02
|
53.39
|
11
|
4% 30 min
|
1670.8 ± 44.3
|
1253.1 ± 33.25
|
2364 ± 50.91
|
1.42 ± 0.01
|
50.54
|
13
|
3% 90 min
|
1691.7 ± 73.5
|
1218 ± 52.91
|
2697.5 ± 81.32
|
1.60 ± 0.02
|
59.96
|
11
|
3% 60 min
|
1679.2 ± 39.9
|
1209.1 ± 28.75
|
2485 ± 35.36
|
1.48 ± 0.01
|
52.86
|
13
|
3% 30 min
|
1531 ± 10.3
|
1102.3 ± 14.04
|
2197 ± 11.31
|
1.44 ± 0.03
|
51.25
|
15
|
2% 90 min
|
1236.3 ± 14.8
|
877.8 ± 10.52
|
1910 ± 14.14
|
1.55 ± 0.01
|
55.18
|
11
|
2% 60 min
|
1099.7 ± 24.09
|
780.8 ± 17.10
|
1611 ± 19.80
|
1.47 ± 0.05
|
52.32
|
13
|
2% 30 min
|
675.5 ± 4.3
|
479.6 ± 3.07
|
939 ± 15.56
|
1.38 ± 0.04
|
47.86
|
17
|
Raw agroindustrial wastes
|
609.9 ± 11.7
|
426.9 ± 8.19
|
744 ± 5.66
|
1.22 ± 0.01
|
43.57
|
19
|
*Data are given as mean ± SD, n = 3 |
The reduction of VS (Fig. 3) is another factor determining the efficiency of pre-treatment methods for biogas production from co-digestion processes [74]. In this study, VS removal and HRT were selected, which was obtained after meeting the 38% VS removal criteria for US EPA [72] vector attraction reduction requirements.
The removal efficiency of VS from the mixture of crude agroindustrial residues was 43.57% with an HRT of 19 days, which was exceeded with the application of acid pre-treatments in the proposed exposure times, a fact that is verified through the analysis statistical, which reflected the significant effect (p ≤ 0.05) of the acid pre-treatment in the removal of VS. Importantly, acid pre-treatment decreased HRT from 2d (Pre-treatment 2% 30 min) to 8d (in most pre-treatments). Generally, a HRT (approx. 15–20 days) is needed to reach an acceptable level of VS destruction and biogas production [73]. Likewise, the enhanced killing of VS in a shorter HRT is likely due to the acidic pre-treatment killing cells and extracellular polymeric substances releasing intracellular and extracellular constituents [74].
For all the above and based on the results obtained, it was decided to carry out the semi-continuous operation of the reactor fed with the mixture of agroindustrial waste (sludge, poultry manure, and SCW) pre-treated with a dose of 4% acetic acid and an exposure time of 90 min, in the same way, a comparison was made with a control test.
Semicontinuous anaerobic digestion tests
Figure 3 shows the behavior in biogas production before applying the acid pre-treatment (dose of acetic acid 4% 90 min) and the control test during the semi-continuous anaerobic digestion using different OLR.
The daily production of biogas increased as the OLR increased, for the reactor fed with the mixture of raw agroindustrial residues, the average biogas production was 403.8 ± 148, 909.6 ± 224.4 and 1675.4 ± 265.3 mL d− 1 for OLR of 1 .2 and 3 Kg VS m− 3. d− 1 respectively, maintaining an average daily production of 995.6 ± 212.56 mL d− 1 during the 90 days of operation, however, biogas production was exceeded by the reactor fed with the mixture of agroindustrial wastes pre-treated with doses of acid. 4% acetic acid of 90 min exposure time, obtaining average biogas productions of 610 ± 191.1, 1181 ± 323.6 and 2341 ± 413.5 mL d− 1 for OLR of 1,2 and 3 Kg VS m− 3. d− 1 respectively, the average production during the 90 days of operation was 1450 ± 780 mL d− 1, exceeding by 45.6% the average production of the reactor fed with the mixture of raw agroindustrial residues, likewise, the statistical analysis revealed that there is a significant effect (p ≤ 0.05) when applying an acid pre-treatment on biogas production.
On the other hand, the biogas yield (Table 5) reported was 0.70 ± 0.12, 0.74 ± 0.11, and 0.85 ± 0.07 Lbiogas gVSrem−1 for OLR of 1,2 and 3 Kg VS m− 3. d− 1 in the reactor fed with a mixture of raw agroindustrial waste, while the reactor used for the digestion of the mixture of agroindustrial waste pretreated with a dose of 4% acetic acid and an exposure time of 90 min obtained biogas yields of 0.88 ± 0.21, 0.92 ± 0.15 and 0.99 ± 0.09 Lbiogas gVSrem−1 for OLR of 1,2 and 3 Kg VS m− 3. d− 1, being more significant than those of the crude mixture. In general, these positive results can be attributed to the chemical properties of the components of the raw material and to the concentrations of nutrients present in the mixture of agroindustrial wastes, which is advantageous to provide a combined food for the activation and adequate function in the AD of methanogenic microorganisms [48, 75–76].
Similarly, the acid pre-treatment resulted in a higher conversion of organic components to methane. The methane yield in the two digesters (fed with the raw mixture and pretreated) was statistically significant (p ≤ 0.05), observing an effect on the increase in methane yield as the organic load in both reactors increased. In the first period of operation with OLR of 1 Kg VS m− 3. d− 1, the effect of the acid pre-treatment became visible by reporting 26.5% more methane yield than the control test, while for the periods of operation where OLR of 2 and 3 Kg VS m− 3 d− 1were applied, the effect of the pre-treatment in combination with the increase in OLR was reflected in 38.4% and 23.3%, respectively, higher than the control test.
Thermal, chemical, enzymatic, and combined pre-treatments have been reported to improve the methane production of lignocellulosic materials [46, 79–80]. Biomass pre-treatments are studied mainly to increase the concentration of compounds with higher biodegradability [81]. However, while the pre-treatments could improve the accessibility of organic matter and its conversion to methane compared to non-pretreated substrates [82], the excessive solubilization of organic matter could negatively affect the methane yields [83].
Table 5
Accumulated biogas, biogas, and methane yield, in the semicontinuous AD
OLR
(Kg VS m− 3.d− 1)
|
Parameter
|
Raw agroindustrial wastes
|
ATP
(4% 90 min)
|
1
|
Daily biogas production*
(mL d− 1)
|
403.8 ± 148
|
610 ± 191.1
|
Biogas yield*
(Lbiogas gVSrem−1)
|
0.70 ± 0.12
|
0.88 ± 0.21
|
Methane yield*
(LCH4 gVSrem−1)
|
0.49 ± 0.14
|
0.62 ± 0.07
|
2
|
Daily biogas production*
(mL d− 1)
|
909.6 ± 224.4
|
1181 ± 323.6
|
Biogas yield*
(Lbiogas gVSrem−1)
|
0.74 ± 0.11
|
0.92 ± 0.15
|
Methane yield*
(LCH4 gVSrem−1)
|
0.52 ± 0.09
|
0.72 ± 0.11
|
3
|
Daily biogas production*
(mL d− 1)
|
1675.4 ± 265.3
|
2341 ± 413.5
|
Biogas yield*
(Lbiogas gVSrem−1)
|
0.85 ± 0.07
|
0.99 ± 0.09
|
Methane yield*
(LCH4 gVSrem−1)
|
0.60 ± 0.14
|
0.74 ± 0.08
|
*Data are given as mean ± SD, n = 3 |
Organic matter reduction is an important parameter used to assess the efficiency of anaerobic digesters. This study evaluated the percentage of SV removal efficiency in the acid pre-treatment and the control test for three organic load indices. The VS fluctuations observed during the 90 days of AD are shown in Fig. 4.
In this study, the SV removal efficiency percentage was 30.7 ± 9.1, 35.2 ± 4.7, and 36.5 ± 5.4% for OLR of 1, 2 and 3 Kg SV m− 3. d− 1 respectively for the control test, while, for the digester fed with a mixture of pretreated agroindustrial residues, the % removal efficiency of VS reported for OLR of 1, 2 and 3 Kg VS m− 3. d− 1 were 33.4 ± 8.8, 38.3 ± 4.9, and 40.5 ± 5.3%, respectively. The most significant elimination of VS was observed when operating with an OLR of 3 Kg VS m− 3. d− 1 and with the mixture of agroindustrial residues pretreated with acetic acid.
The application of the acid pre-treatment allowed HRT reduction due to the release of easily biodegradable organic components under anaerobic conditions [23]. This parameter is one of the most critical factors in the AD process; Conventional anaerobic digestion decreased HRT as OLR increased. This behavior was observed in the same way in the reactors with pre-treatment. However, when operating with the maximum OLR, a decrease of 5 days in the HRT was achieved when operating the semi-continuous anaerobic process with a pre-treated agroindustrial waste mixture, compared to the control test, reached an HRT of 19 days (Table 6). The decrease in HRT was of great importance because prolonged RHT can cause the death of microorganisms due to the lack of nutrients; in contrast, short HRTs can result in cell intoxication or low methane yield. VFA accumulation can also result from short HRT [42]. However, the pH values (Table 6) were maintained during the 90 days of operation of the anaerobic reactors, ranging between 6.98–7.78 and maintaining the necessary conditions for the operation of the anaerobic system.
Table 6
SV removal, HRT, and pH in the semicontinuous AD
OLR
(Kg VS m− 3 d− 1)
|
Raw agroindustrial wastes
|
ATP
(4%,90 min)
|
SV removal efficiency
(%)
|
HRT
|
pH
|
SV removal efficiency
(%)
|
HRT
|
pH
|
1
|
30.7 ± 9.1
|
20
|
6.98
|
33.4 ± 8.8
|
16
|
7.07
|
2
|
35.2 ± 4.7
|
19
|
7.03
|
38.3 ± 4.9
|
15
|
7.78
|
3
|
36.5 ± 5.4
|
19
|
7.25
|
40.5 ± 5.3
|
15
|
7.67
|
*Data are given as mean ± SD, n = 3