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Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 35
ENHANCING ENERGY RECOVERY FROM RAW GLYCEROL VIA
ULTRASOUND-ASSISTED ANAEROBIC DIGESTION
R. J. E. MARTINS
Technology and Management School, Bragança Polytechnic University, 5300-253 Bragança, LSRE-LCM
Laboratory of Separation and Reaction Engineering-Laboratory of Catalysis and Materials, Faculty of
Engineering, University of Porto, Rua Dr. Roberto Frias, ALICE - Associate Laboratory in Chemical
Engineering, FEUP, Porto, Portugal. Corresponding Author Email: rmartins@ipb.pt
Abstract
Anaerobic digestion of crude glycerol derived from biodiesel production is being studied as an alternative
to valorization through methane production. The high organic load (1800 g COD L-1) of crude glycerol can
cause kinetic stress, leading to inhibition of methanogenic microorganisms. To overcome this issue, an
alternative approach is the use of ultrasound energy, which promotes cell wall and membrane disruption
and releases intracellular material that enhances biodigestion. Considering this alternative, the main
objective of this study was to test ultrasound pretreatment to facilitate the subsequent anaerobic digestion
of crude glycerol.
Keywords: Anaerobic Digestion, Biogas Production, Crude Glycerol, Energy Recovery, Ultrasound Pre-
Treatment.
1. INTRODUCTION
Biodiesel production is a significant source of crude glycerol, a versatile by-product with
numerous applications in various industrial processes. However, the purity of crude
glycerol can vary considerably, ranging from 23% to 87% [1,2]. To meet specific
requirements for its use, impurities must be effectively removed, leading to increased
selling costs and potential economic challenges [3,4]. Moreover, the expanding
production of biodiesel has resulted in an oversupply of glycerol, causing a commercial
devaluation that has a direct impact on the price of biodiesel. Consequently, it has
become increasingly imperative to explore alternative methods for valorizing glycerol [4].
One particularly promising approach for the valorization of crude glycerol is through
biotransformation, employing microorganisms to convert it into compounds of higher
economic value. Anaerobic digestion systems have been extensively studied, utilizing
crude glycerol as a valuable substrate for the production of methane and hydrogen [5,6].
In order to enhance the efficiency of the digestion process, ultrasound treatment has
emerged as a valuable physical pre-treatment method [7,8]. By subjecting microbial cells
to ultrasound energy, the cell walls and membranes are disrupted, leading to the release
of intracellular materials that promote biodigestion. Additionally, ultrasound facilitates the
disaggregation of biological flocs and the transformation of large organic particles into
smaller, more easily digestible entities [9]. Therefore, the primary objective of this study
was to investigate the energy valorization potential of crude glycerol through anaerobic
digestion, with a focus on enhancing the overall efficiency by incorporating ultrasound
pretreatment.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 36
2. MATERIALS AND METHODS
Complete Mixing Batch Digester
In a completely mixed batch digester (500 mL), 300 mL of inoculum and crude glycerol
at concentrations of 0.2%, 1.7%, and 3.2% were added (Figure 1). Based on the
characteristics of glycerol, potassium nitrate (C:N ratio of 25:1), disodium phosphate (C:P
ratio of 120:1), and sodium bicarbonate (2 g L-1) were added. Anaerobic treatment was
evaluated both with and without ultrasound pre-treatment. The physical pretreatment
followed a methodology in which each sample was placed in ultrasound equipment
(Selecta, 9 L) (Figure 2) for one hour per day, until reaching a total treatment time of 3,
9, and 15 h.
Figure 1: Experimental Layout (Batch Reactor and Methane Sensor)
Daily biogas production (% CH4 and volume), COD (initial, after 15 days, and final-30
days), total solids (TS), volatile solids (VS), suspended solids (SS) (15 days and final-30
days) [10], and carboxylic acids in the digested material [11] were evaluated using a 2^2
factorial design. The experiment was conducted with temperature control in the
mesophilic phase ranging from 35 °C to 40 °C.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 37
Figure 2: Ultrasound Equipment
Continuous Trials in an Upflow Anaerobic Sludge Blanket (UASB) Reactor
After conducting initial tests in a fully mixed batch digester, the most favorable
experimental conditions were assessed in a UASB reactor with a capacity of 16.5 liters
(Figure 3).
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 38
Figure 3: Experimental setup of UASB Reactor
The UASB reactor was operated with an 11.5-day Hydraulic Retention Time (HRT). The
reactor was continuously fed at an organic loading rate of 0.2% v/v glycerol; 0.34 kg COD
m-3 d-1 (Condition A - weeks 1-3); 0.34 kg COD m-3 d-1 with an additional 15 h of
ultrasound treatment (Condition B, weeks 4 and 5). The reactor feed (Figure 2 - 1 to 3)
was pumped using a peristaltic pump controlled by a timer. The pump was operated for
15 min at a flow rate of 2 mL min-1, followed by a 15-minute pause, and this cycle
continued. This feeding pattern resulted in a daily flow rate of 1440 mL d-1 and an 11.5-
day HRT. The internal temperature of the reactor was maintained between 40 °C and 45
°C. The effluent from a 7-liter settling tank was pumped (Figure 2 - 12) and recirculated
back to the UASB reactor (Figure 2 - 13) at a rate of 16 mL min-1. This recirculation
process occurred four times per day, with each cycle lasting for 15 min. The pH and
temperature of the reactor were closely monitored. Furthermore, various parameters,
such as gas volume, methane percentage, solids series, phosphorus, COD [10], and
carboxylic acids in the residual material after anaerobic digestion [11], were analyzed and
evaluated.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 39
3. RESULTS AND DISCUSSION
Batch Experiments
By utilizing the glycerol exposure time to ultrasound and substrate concentration values,
the methane percentage (% CH4) was determined as an indicator of gas quality.
Statistical analysis employing a 2^2 factorial design resulted in Equation 1, which
exhibited an R2 value of 99.88% and a p-value of 0.003, thereby demonstrating the
rejection of the null hypothesis.
𝐶𝐻4(%) = 27.943 + 0.01 𝑇0 − 3.11 𝑇3 + 3.03 𝑇9 + 0.07 𝑇15 + 47.16 𝑆0.2% − 22.85 𝑆1.7% −
24.32 𝑆3.2% (1)
where: CH4(%), Methane percentage; T, ultrasound exposure time (h); S0.2%, 0.2%
glycerol substrate; S1.7%, 1.7% glycerol substrate; S3.2%, 3.2% glycerol substrate.
Based on Figure 4, a lower glycerol concentration in the feed and a higher specific energy
input (Esp) contributed to improved gas quality (C) and increased methane production,
both in terms of glycerol mass (A) and SV (B). Bougrier et al. [12] have noted that an
increase in Esp leads to a decrease in the d50 value (representing particles with a
diameter equal to or smaller than the original size).
Figure 4: Relation between Esp and Substrate Concentration with the Analyzed
Parameters
This decrease in particle size enhanced the contact area between the particles and
microorganisms. Additionally, the VS/TS ratio (Figure 4 - D) decreases with higher Esp
and lower glycerol loading, indicating a less stabilized sludge during the microorganism
growth phase [13,14].
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 40
According to Weemaes and Verstraete [9], the exposure of microbial cells to ultrasound
energy releases intracellular materials. For the 0.2% glycerol concentration, the methane
volume increased from 575 to 707 mL after 15 h of substrate exposure to ultrasound,
representing a 23% increase. In contrast, for 1.7% glycerol concentration and 9 h of
ultrasound exposure, the methane volume obtained was 55 mL. For the 3.2% glycerol
concentration, the methane volume was 23.5 mL for a 3-hour period.
The experimental trials in which glycerol was pretreated with ultrasound showed
significant COD removal, ranging from 30% to 80%, as depicted in Figure 5. These
removal values were similar to those obtained by Ma et al. [15], who achieved 75% COD
removal in the anaerobic co-digestion of glycerol and potato processing wastewater (2
mL glycerol L-1 wastewater) in a continuous UASB reactor, and by Silvestre et al. [16],
who achieved 57% COD removal in the co-digestion of glycerol (1.25% v/v) and sewage
sludge in a continuous complete mixing reactor. However, these values were lower than
those reported by Athanasoulia et al. [17] achieved COD removal rates ranging from 88%
to 96.4% in the co-digestion of crude biodiesel glycerol and domestic wastewater sludge.
The production of the three identified acids was highest when using a glycerol
concentration of 1.7% and a 9-hour ultrasound treatment. In the case of 0.2% glycerol,
only oxalic acid was detected, whereas for 3.2% glycerol, both oxalic acid and glutaric
acid were produced (Figure 6). During anaerobic digestion, glycerol is converted to
propionic acid. If this acid is not metabolized by acetogenic or methanogenic
microorganisms, it accumulates in the final digestion product.
Additionally, the concentration of propionic acid increases with higher glycerol loading
because excessive organic loading affects the subsequent stages of acidogenesis
[17,18]. The formation of glutaric acid is directly linked to the activity of the lipase
enzymes released by microorganisms [19]. Glutaric acid was not detected at low glycerol
concentrations (0.2%); however, it was produced at concentrations of 1.7% and 3.2%
glycerol.
Figure 5: COD Removal: Ultrasound Pretreatment of Glycerol
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 41
Figure 6: Carboxylic Acid in Digestate, with Substrate Pre-Treatment by
Ultrasound
The results obtained for a glycerol concentration of 0.2% showed the most satisfactory
outcomes in terms of both biogas volume and quality, with a methane percentage of 78%.
Increasing the ultrasound exposure from 3 h to 15 h led to a significant increase in
methane production: 70% based on volatile solids (VS) concentration, 60% based on
feed chemical oxygen demand (COD) mass, and 60% based on glycerol mass.
Comparing biogas production without ultrasound pretreatment to that with 15 h of
pretreatment at a glycerol concentration of 0.2%, there was an increase of 23% based
on VS concentration, 40% based on feed COD mass, and 23% based on glycerol mass
(Table 1).
Wang et al. [20] demonstrated that anaerobic digestion coupled with ultrasound
pretreatment, using a power of 200 W and a frequency of 9 kHz for various time periods,
resulted in methane production increases of 15%, 38%, 68%, and 75% for 10, 20, 30,
and 40 min, respectively. Similarly, Martinez et al. [8] observed a 14% increase in
methane production in a batch anaerobic reactor utilizing ultrasound pre-treatment with
sewage sludge. This can be attributed to the ultrasound-induced floccule disaggregation
and oxidative breakdown of recalcitrant compounds (Table 1).
However, for feed with glycerol concentrations of 3.2% and 1.7%, methane production
was considerably low, indicating that the impact of ultrasound pre-treatment was not
significant. The limiting factor appeared to be the production of volatile fatty acids during
the intermediate stage, likely because of the high COD concentration in the feed, which
adversely affected the overall digestion process performance (Table I). This inhibition of
anaerobic digestion was also observed by Athanasoulia et al. [17], who used 4% glycerol
as the substrate.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 42
Table 1: Biogas and Methane Production in Experimental Trials with Glycerol
Pretreatment by Ultrasound
Time
ultras
ound
(h)
Substr
ate
(%)
Esp
CH4
(%)
COD
(g L-1
)
L
biogás
kg-1
COD
L CH4
kg-1
COD
VS
(g L-1
)
L
biogas.
kg-1
VS
L CH4
kg-1
VS
L biogás
kg-1
glycerol
L CH4 kg-
1
glycerol
- 0.2 - 75 1.1 705 530 5.9 129 97 1248 938
3 0.2 586 70 1.1 581 409 5.4 116 82 1028 723
15 0.2 2846 77 1.1 848 652 5.1 181 139 1501 1153
- 3.2 - 3.6 17.4 35.4 1.3 13.5 46 1,7 63 2.3
3 3.2 215 2.2 17.4 62 1.4 12 89 2 110 2.4
15 3.2 1387 2.1 17.4 7.5 0.16 9.1 14 0.3 13 0.3
- 1.7 - 5.1 9.2 34.7 1.8 14.4 22 1.1 61 3.1
9 1.7 1029 8.1 9.2 73 5.9 6.4 105 8.5 129 11
Continuous trials - UASB (Upflow Anaerobic Sludge Blanket) reactor
In continuous experiments conducted using an Upflow Anaerobic Sludge Blanket (UASB)
reactor, COD removal reached a maximum of 20% for a feed rate of 0.34 kg COD m-3 d-
1 (A). Pre-treatment of glycerol with ultrasound significantly enhanced COD removal,
resulting in removal efficiencies ranging from 60 to 69% (B) (Figure 7 - [1]). The average
phosphorus consumption was 2 and 0.8 mg L-1 for A and B, respectively (Figure 7 - [2]).
Pretreatment facilitated the initial breakdown of molecules during hydrolysis and
acidogenesis, leading to higher COD removal and reduced phosphorus removal
requirements in the anaerobic digestion process.
The VS/TS ratio, which represents the biomass concentration in the reactor, is typically
considered optimal around 0.67 for UASB reactors [13,14]. In this study, the ratio
obtained was slightly lower than the literature values (ranging from 0.44 to 0.61).
However, no direct correlation was observed between this ratio and the methane
production. The average TS removal rates were 30 and 45% for A and B, respectively.
Lin et al. [21] reported that the co-digestion of landfill leachate and sewage resulted in a
45% reduction in volatile solids (VS). In the experimental feed, volatile solids accounted
for 64% and 74% of the feed composition in treatments A and B, respectively. Ultrasound
treatment was found to contribute to particle size reduction, as previously discussed.
In the case of the continuously operated Upflow Anaerobic Sludge Blanket (UASB)
reactor, the formation of three specific carboxylic acids was observed, which
corresponded to the findings from the batch digestion experiments. Oxalic acid was
consistently present throughout the experimental period, with concentrations ranging
between 9 and 18 mg L-1 (equivalent to a loading rate of 0.34 kg COD m-3 d-1 in condition
A) and 11 to 13 mg L-1 (0.34 kg COD m-3 d-1 with an additional 15-hour ultrasound
treatment in condition B). The formation of glutaric acid, associated with microbial lipase
activity [19], was observed at the 0.34 kg COD m-3 d-1 loading rate. The production of
propionic acid under conditions A and B was a result of the metabolic pathways described
by Silva et al. [22]. Notably, the formation of acid was more pronounced in condition A
than in condition B, along with higher phosphorus consumption.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 43
Figure 7: Concentration at the inlet, outlet, and removal of [1] COD and [2]
phosphorus in the UASB reactor
In the continuously fed UASB reactor with a loading rate of 0.34 kg COD m-3 d-1, the
methane volume generated through anaerobic digestion varied between 1.3 and 3.6 m³
CH4 kg-1 glycerol d-1 (condition A). However, when an identical feed underwent a 15-hour
ultrasound pretreatment, the daily methane production over a 15-day period ranged from
3.2 to 4.0 m³ CH4 kg-1 glycerol (condition B) with an average daily production of 3.6 m³
CH4 kg-1 glycerol. Ultrasound pretreatment resulted in a significant 43% increase in
methane production compared to the control assay, surpassing the 23% increase
observed in the batch system.
The higher methane production observed under condition B was directly correlated with
increased removal rates of Chemical Oxygen Demand (COD) (60-69%) and Total Solids
(TS) (74%), as well as a lower concentration of carboxylic acids in the digested material
(88 g L-1). The average methane production of 3.7 m³ CH4 L-1 glycerol and 560 L CH4 kg-
1 COD removed m-3 (condition B) exceeded the values reported in the literature. Nghiem
et al. [23] achieved methane production of 1.3 m³ CH4 L-1 glycerol in a completely mixed
digester (50 L) during the co-digestion of 0.63% (v/v) glycerol with sewage sludge.
The quality of biogas, expressed as a percentage of methane, describes the variations
observed in the digester throughout the process. For a feeding rate of 0.34 kg COD m-3
d-1, the methane percentage ranged from 62% to 79% (Condition A) and 79% to 81%
(Condition B), without and with ultrasound pretreatment, respectively. Athanasoulia et al.
[17] studied the co-digestion of sewage sludge with different glycerol concentrations in a
continuously stirred tank anaerobic digester and obtained 78% methane in the biogas.
Using a continuous UASB reactor, Ma et al. [15] achieved a methane concentration of
59% during the co-digestion of potato processing wastewater and glycerol.
For the gas quality assessment, the energy gains were estimated according to Eriksson
[24], considering the current price of electricity at 0.1652 € per kWh. The calculations
related to biogas production per mass of glycerol and volatile solids (VS) concentration.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 44
When comparing the energy gains in euros per amount of substrate added, a lower
glycerol concentration yielded better results. Moreover, ultrasound pretreatment
increased the energy gain by 42%, ranging from 4.70 to 6.40 € per kg of glycerol (average
of 5.80 € per kg glycerol). The production in relation to the VS concentration showed an
87% increase from Condition A to Condition B, corresponding to values between 157 €
and 357 € per kg of VS (Condition A) (average of 306 € per kg of VS), which is
represented in Figure 8.
Figure 8: Economic Value of Biogas Generated in the UASB Reactor
4. CONCLUSIONS
The batch digestion experiments yielded the most satisfactory results when conducted
with a glycerol concentration of 0.2% and subjected to a 15-hour ultrasound pretreatment.
The composition of the obtained biogas corresponded to 77% methane, and the volume
reached 1153 L CH4 kg-1 glycerol. In the UASB reactor, with a feeding rate of 0.34 kg
COD m-3 d-1 and ultrasound pretreatment, a methane volume of 4000 L CH4 kg-1 glycerol
was achieved.
Regarding the economic value of the biogas generated with ultrasound pretreatment,
there was a 43% increase in the added value compared to the same loading rate without
pretreatment (5.80 € per kg glycerol). This value exceeded the corresponding increase
in energy valorization observed in the batch experiment, which amounted to 23%. The
batch experiment also recorded the highest volume of production and superior biogas
quality (79–81% CH4). Additionally, this experimental setup was associated with the
highest removal rates of COD (60–69%) and TS (74%), along with the lowest
concentration of carboxylic acids in the digested material (88 g L-1).
Acknowledgment
This work was supported by LA/P/0045/2020 (ALiCE), UIDB/50020/2020 and UIDP/50020/2020 (LSRE-
LCM), funded by national funds through FCT/MCTES (PIDDAC).
The authors thank the Superior School of Technology and Management, Bragança Polytechnic University,
Portugal.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 45
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Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
ISSN: 1671-5497
E-Publication: Online Open Access
Vol: 42 Issue: 11-2023
DOI: 10.5281/zenodo.10153128
Nov 2023 | 46
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Available in: <http://www.intechopen.com/> Access in: 2 jun. 2023.

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ENHANCING ENERGY RECOVERY FROM RAW GLYCEROL VIA ULTRASOUND-ASSISTED ANAEROBIC DIGESTION

  • 1. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 35 ENHANCING ENERGY RECOVERY FROM RAW GLYCEROL VIA ULTRASOUND-ASSISTED ANAEROBIC DIGESTION R. J. E. MARTINS Technology and Management School, Bragança Polytechnic University, 5300-253 Bragança, LSRE-LCM Laboratory of Separation and Reaction Engineering-Laboratory of Catalysis and Materials, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, ALICE - Associate Laboratory in Chemical Engineering, FEUP, Porto, Portugal. Corresponding Author Email: rmartins@ipb.pt Abstract Anaerobic digestion of crude glycerol derived from biodiesel production is being studied as an alternative to valorization through methane production. The high organic load (1800 g COD L-1) of crude glycerol can cause kinetic stress, leading to inhibition of methanogenic microorganisms. To overcome this issue, an alternative approach is the use of ultrasound energy, which promotes cell wall and membrane disruption and releases intracellular material that enhances biodigestion. Considering this alternative, the main objective of this study was to test ultrasound pretreatment to facilitate the subsequent anaerobic digestion of crude glycerol. Keywords: Anaerobic Digestion, Biogas Production, Crude Glycerol, Energy Recovery, Ultrasound Pre- Treatment. 1. INTRODUCTION Biodiesel production is a significant source of crude glycerol, a versatile by-product with numerous applications in various industrial processes. However, the purity of crude glycerol can vary considerably, ranging from 23% to 87% [1,2]. To meet specific requirements for its use, impurities must be effectively removed, leading to increased selling costs and potential economic challenges [3,4]. Moreover, the expanding production of biodiesel has resulted in an oversupply of glycerol, causing a commercial devaluation that has a direct impact on the price of biodiesel. Consequently, it has become increasingly imperative to explore alternative methods for valorizing glycerol [4]. One particularly promising approach for the valorization of crude glycerol is through biotransformation, employing microorganisms to convert it into compounds of higher economic value. Anaerobic digestion systems have been extensively studied, utilizing crude glycerol as a valuable substrate for the production of methane and hydrogen [5,6]. In order to enhance the efficiency of the digestion process, ultrasound treatment has emerged as a valuable physical pre-treatment method [7,8]. By subjecting microbial cells to ultrasound energy, the cell walls and membranes are disrupted, leading to the release of intracellular materials that promote biodigestion. Additionally, ultrasound facilitates the disaggregation of biological flocs and the transformation of large organic particles into smaller, more easily digestible entities [9]. Therefore, the primary objective of this study was to investigate the energy valorization potential of crude glycerol through anaerobic digestion, with a focus on enhancing the overall efficiency by incorporating ultrasound pretreatment.
  • 2. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 36 2. MATERIALS AND METHODS Complete Mixing Batch Digester In a completely mixed batch digester (500 mL), 300 mL of inoculum and crude glycerol at concentrations of 0.2%, 1.7%, and 3.2% were added (Figure 1). Based on the characteristics of glycerol, potassium nitrate (C:N ratio of 25:1), disodium phosphate (C:P ratio of 120:1), and sodium bicarbonate (2 g L-1) were added. Anaerobic treatment was evaluated both with and without ultrasound pre-treatment. The physical pretreatment followed a methodology in which each sample was placed in ultrasound equipment (Selecta, 9 L) (Figure 2) for one hour per day, until reaching a total treatment time of 3, 9, and 15 h. Figure 1: Experimental Layout (Batch Reactor and Methane Sensor) Daily biogas production (% CH4 and volume), COD (initial, after 15 days, and final-30 days), total solids (TS), volatile solids (VS), suspended solids (SS) (15 days and final-30 days) [10], and carboxylic acids in the digested material [11] were evaluated using a 2^2 factorial design. The experiment was conducted with temperature control in the mesophilic phase ranging from 35 °C to 40 °C.
  • 3. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 37 Figure 2: Ultrasound Equipment Continuous Trials in an Upflow Anaerobic Sludge Blanket (UASB) Reactor After conducting initial tests in a fully mixed batch digester, the most favorable experimental conditions were assessed in a UASB reactor with a capacity of 16.5 liters (Figure 3).
  • 4. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 38 Figure 3: Experimental setup of UASB Reactor The UASB reactor was operated with an 11.5-day Hydraulic Retention Time (HRT). The reactor was continuously fed at an organic loading rate of 0.2% v/v glycerol; 0.34 kg COD m-3 d-1 (Condition A - weeks 1-3); 0.34 kg COD m-3 d-1 with an additional 15 h of ultrasound treatment (Condition B, weeks 4 and 5). The reactor feed (Figure 2 - 1 to 3) was pumped using a peristaltic pump controlled by a timer. The pump was operated for 15 min at a flow rate of 2 mL min-1, followed by a 15-minute pause, and this cycle continued. This feeding pattern resulted in a daily flow rate of 1440 mL d-1 and an 11.5- day HRT. The internal temperature of the reactor was maintained between 40 °C and 45 °C. The effluent from a 7-liter settling tank was pumped (Figure 2 - 12) and recirculated back to the UASB reactor (Figure 2 - 13) at a rate of 16 mL min-1. This recirculation process occurred four times per day, with each cycle lasting for 15 min. The pH and temperature of the reactor were closely monitored. Furthermore, various parameters, such as gas volume, methane percentage, solids series, phosphorus, COD [10], and carboxylic acids in the residual material after anaerobic digestion [11], were analyzed and evaluated.
  • 5. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 39 3. RESULTS AND DISCUSSION Batch Experiments By utilizing the glycerol exposure time to ultrasound and substrate concentration values, the methane percentage (% CH4) was determined as an indicator of gas quality. Statistical analysis employing a 2^2 factorial design resulted in Equation 1, which exhibited an R2 value of 99.88% and a p-value of 0.003, thereby demonstrating the rejection of the null hypothesis. 𝐶𝐻4(%) = 27.943 + 0.01 𝑇0 − 3.11 𝑇3 + 3.03 𝑇9 + 0.07 𝑇15 + 47.16 𝑆0.2% − 22.85 𝑆1.7% − 24.32 𝑆3.2% (1) where: CH4(%), Methane percentage; T, ultrasound exposure time (h); S0.2%, 0.2% glycerol substrate; S1.7%, 1.7% glycerol substrate; S3.2%, 3.2% glycerol substrate. Based on Figure 4, a lower glycerol concentration in the feed and a higher specific energy input (Esp) contributed to improved gas quality (C) and increased methane production, both in terms of glycerol mass (A) and SV (B). Bougrier et al. [12] have noted that an increase in Esp leads to a decrease in the d50 value (representing particles with a diameter equal to or smaller than the original size). Figure 4: Relation between Esp and Substrate Concentration with the Analyzed Parameters This decrease in particle size enhanced the contact area between the particles and microorganisms. Additionally, the VS/TS ratio (Figure 4 - D) decreases with higher Esp and lower glycerol loading, indicating a less stabilized sludge during the microorganism growth phase [13,14].
  • 6. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 40 According to Weemaes and Verstraete [9], the exposure of microbial cells to ultrasound energy releases intracellular materials. For the 0.2% glycerol concentration, the methane volume increased from 575 to 707 mL after 15 h of substrate exposure to ultrasound, representing a 23% increase. In contrast, for 1.7% glycerol concentration and 9 h of ultrasound exposure, the methane volume obtained was 55 mL. For the 3.2% glycerol concentration, the methane volume was 23.5 mL for a 3-hour period. The experimental trials in which glycerol was pretreated with ultrasound showed significant COD removal, ranging from 30% to 80%, as depicted in Figure 5. These removal values were similar to those obtained by Ma et al. [15], who achieved 75% COD removal in the anaerobic co-digestion of glycerol and potato processing wastewater (2 mL glycerol L-1 wastewater) in a continuous UASB reactor, and by Silvestre et al. [16], who achieved 57% COD removal in the co-digestion of glycerol (1.25% v/v) and sewage sludge in a continuous complete mixing reactor. However, these values were lower than those reported by Athanasoulia et al. [17] achieved COD removal rates ranging from 88% to 96.4% in the co-digestion of crude biodiesel glycerol and domestic wastewater sludge. The production of the three identified acids was highest when using a glycerol concentration of 1.7% and a 9-hour ultrasound treatment. In the case of 0.2% glycerol, only oxalic acid was detected, whereas for 3.2% glycerol, both oxalic acid and glutaric acid were produced (Figure 6). During anaerobic digestion, glycerol is converted to propionic acid. If this acid is not metabolized by acetogenic or methanogenic microorganisms, it accumulates in the final digestion product. Additionally, the concentration of propionic acid increases with higher glycerol loading because excessive organic loading affects the subsequent stages of acidogenesis [17,18]. The formation of glutaric acid is directly linked to the activity of the lipase enzymes released by microorganisms [19]. Glutaric acid was not detected at low glycerol concentrations (0.2%); however, it was produced at concentrations of 1.7% and 3.2% glycerol. Figure 5: COD Removal: Ultrasound Pretreatment of Glycerol
  • 7. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 41 Figure 6: Carboxylic Acid in Digestate, with Substrate Pre-Treatment by Ultrasound The results obtained for a glycerol concentration of 0.2% showed the most satisfactory outcomes in terms of both biogas volume and quality, with a methane percentage of 78%. Increasing the ultrasound exposure from 3 h to 15 h led to a significant increase in methane production: 70% based on volatile solids (VS) concentration, 60% based on feed chemical oxygen demand (COD) mass, and 60% based on glycerol mass. Comparing biogas production without ultrasound pretreatment to that with 15 h of pretreatment at a glycerol concentration of 0.2%, there was an increase of 23% based on VS concentration, 40% based on feed COD mass, and 23% based on glycerol mass (Table 1). Wang et al. [20] demonstrated that anaerobic digestion coupled with ultrasound pretreatment, using a power of 200 W and a frequency of 9 kHz for various time periods, resulted in methane production increases of 15%, 38%, 68%, and 75% for 10, 20, 30, and 40 min, respectively. Similarly, Martinez et al. [8] observed a 14% increase in methane production in a batch anaerobic reactor utilizing ultrasound pre-treatment with sewage sludge. This can be attributed to the ultrasound-induced floccule disaggregation and oxidative breakdown of recalcitrant compounds (Table 1). However, for feed with glycerol concentrations of 3.2% and 1.7%, methane production was considerably low, indicating that the impact of ultrasound pre-treatment was not significant. The limiting factor appeared to be the production of volatile fatty acids during the intermediate stage, likely because of the high COD concentration in the feed, which adversely affected the overall digestion process performance (Table I). This inhibition of anaerobic digestion was also observed by Athanasoulia et al. [17], who used 4% glycerol as the substrate.
  • 8. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 42 Table 1: Biogas and Methane Production in Experimental Trials with Glycerol Pretreatment by Ultrasound Time ultras ound (h) Substr ate (%) Esp CH4 (%) COD (g L-1 ) L biogás kg-1 COD L CH4 kg-1 COD VS (g L-1 ) L biogas. kg-1 VS L CH4 kg-1 VS L biogás kg-1 glycerol L CH4 kg- 1 glycerol - 0.2 - 75 1.1 705 530 5.9 129 97 1248 938 3 0.2 586 70 1.1 581 409 5.4 116 82 1028 723 15 0.2 2846 77 1.1 848 652 5.1 181 139 1501 1153 - 3.2 - 3.6 17.4 35.4 1.3 13.5 46 1,7 63 2.3 3 3.2 215 2.2 17.4 62 1.4 12 89 2 110 2.4 15 3.2 1387 2.1 17.4 7.5 0.16 9.1 14 0.3 13 0.3 - 1.7 - 5.1 9.2 34.7 1.8 14.4 22 1.1 61 3.1 9 1.7 1029 8.1 9.2 73 5.9 6.4 105 8.5 129 11 Continuous trials - UASB (Upflow Anaerobic Sludge Blanket) reactor In continuous experiments conducted using an Upflow Anaerobic Sludge Blanket (UASB) reactor, COD removal reached a maximum of 20% for a feed rate of 0.34 kg COD m-3 d- 1 (A). Pre-treatment of glycerol with ultrasound significantly enhanced COD removal, resulting in removal efficiencies ranging from 60 to 69% (B) (Figure 7 - [1]). The average phosphorus consumption was 2 and 0.8 mg L-1 for A and B, respectively (Figure 7 - [2]). Pretreatment facilitated the initial breakdown of molecules during hydrolysis and acidogenesis, leading to higher COD removal and reduced phosphorus removal requirements in the anaerobic digestion process. The VS/TS ratio, which represents the biomass concentration in the reactor, is typically considered optimal around 0.67 for UASB reactors [13,14]. In this study, the ratio obtained was slightly lower than the literature values (ranging from 0.44 to 0.61). However, no direct correlation was observed between this ratio and the methane production. The average TS removal rates were 30 and 45% for A and B, respectively. Lin et al. [21] reported that the co-digestion of landfill leachate and sewage resulted in a 45% reduction in volatile solids (VS). In the experimental feed, volatile solids accounted for 64% and 74% of the feed composition in treatments A and B, respectively. Ultrasound treatment was found to contribute to particle size reduction, as previously discussed. In the case of the continuously operated Upflow Anaerobic Sludge Blanket (UASB) reactor, the formation of three specific carboxylic acids was observed, which corresponded to the findings from the batch digestion experiments. Oxalic acid was consistently present throughout the experimental period, with concentrations ranging between 9 and 18 mg L-1 (equivalent to a loading rate of 0.34 kg COD m-3 d-1 in condition A) and 11 to 13 mg L-1 (0.34 kg COD m-3 d-1 with an additional 15-hour ultrasound treatment in condition B). The formation of glutaric acid, associated with microbial lipase activity [19], was observed at the 0.34 kg COD m-3 d-1 loading rate. The production of propionic acid under conditions A and B was a result of the metabolic pathways described by Silva et al. [22]. Notably, the formation of acid was more pronounced in condition A than in condition B, along with higher phosphorus consumption.
  • 9. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 43 Figure 7: Concentration at the inlet, outlet, and removal of [1] COD and [2] phosphorus in the UASB reactor In the continuously fed UASB reactor with a loading rate of 0.34 kg COD m-3 d-1, the methane volume generated through anaerobic digestion varied between 1.3 and 3.6 m³ CH4 kg-1 glycerol d-1 (condition A). However, when an identical feed underwent a 15-hour ultrasound pretreatment, the daily methane production over a 15-day period ranged from 3.2 to 4.0 m³ CH4 kg-1 glycerol (condition B) with an average daily production of 3.6 m³ CH4 kg-1 glycerol. Ultrasound pretreatment resulted in a significant 43% increase in methane production compared to the control assay, surpassing the 23% increase observed in the batch system. The higher methane production observed under condition B was directly correlated with increased removal rates of Chemical Oxygen Demand (COD) (60-69%) and Total Solids (TS) (74%), as well as a lower concentration of carboxylic acids in the digested material (88 g L-1). The average methane production of 3.7 m³ CH4 L-1 glycerol and 560 L CH4 kg- 1 COD removed m-3 (condition B) exceeded the values reported in the literature. Nghiem et al. [23] achieved methane production of 1.3 m³ CH4 L-1 glycerol in a completely mixed digester (50 L) during the co-digestion of 0.63% (v/v) glycerol with sewage sludge. The quality of biogas, expressed as a percentage of methane, describes the variations observed in the digester throughout the process. For a feeding rate of 0.34 kg COD m-3 d-1, the methane percentage ranged from 62% to 79% (Condition A) and 79% to 81% (Condition B), without and with ultrasound pretreatment, respectively. Athanasoulia et al. [17] studied the co-digestion of sewage sludge with different glycerol concentrations in a continuously stirred tank anaerobic digester and obtained 78% methane in the biogas. Using a continuous UASB reactor, Ma et al. [15] achieved a methane concentration of 59% during the co-digestion of potato processing wastewater and glycerol. For the gas quality assessment, the energy gains were estimated according to Eriksson [24], considering the current price of electricity at 0.1652 € per kWh. The calculations related to biogas production per mass of glycerol and volatile solids (VS) concentration.
  • 10. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 44 When comparing the energy gains in euros per amount of substrate added, a lower glycerol concentration yielded better results. Moreover, ultrasound pretreatment increased the energy gain by 42%, ranging from 4.70 to 6.40 € per kg of glycerol (average of 5.80 € per kg glycerol). The production in relation to the VS concentration showed an 87% increase from Condition A to Condition B, corresponding to values between 157 € and 357 € per kg of VS (Condition A) (average of 306 € per kg of VS), which is represented in Figure 8. Figure 8: Economic Value of Biogas Generated in the UASB Reactor 4. CONCLUSIONS The batch digestion experiments yielded the most satisfactory results when conducted with a glycerol concentration of 0.2% and subjected to a 15-hour ultrasound pretreatment. The composition of the obtained biogas corresponded to 77% methane, and the volume reached 1153 L CH4 kg-1 glycerol. In the UASB reactor, with a feeding rate of 0.34 kg COD m-3 d-1 and ultrasound pretreatment, a methane volume of 4000 L CH4 kg-1 glycerol was achieved. Regarding the economic value of the biogas generated with ultrasound pretreatment, there was a 43% increase in the added value compared to the same loading rate without pretreatment (5.80 € per kg glycerol). This value exceeded the corresponding increase in energy valorization observed in the batch experiment, which amounted to 23%. The batch experiment also recorded the highest volume of production and superior biogas quality (79–81% CH4). Additionally, this experimental setup was associated with the highest removal rates of COD (60–69%) and TS (74%), along with the lowest concentration of carboxylic acids in the digested material (88 g L-1). Acknowledgment This work was supported by LA/P/0045/2020 (ALiCE), UIDB/50020/2020 and UIDP/50020/2020 (LSRE- LCM), funded by national funds through FCT/MCTES (PIDDAC). The authors thank the Superior School of Technology and Management, Bragança Polytechnic University, Portugal.
  • 11. Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition) ISSN: 1671-5497 E-Publication: Online Open Access Vol: 42 Issue: 11-2023 DOI: 10.5281/zenodo.10153128 Nov 2023 | 45 References 1) Z. Pirzadi, F. Meshkani, "From glycerol production to its value-added uses: A critical review", Fuel, vol. 329, pp. 1-48, 2022. 2) A. Dobrowolski, P. Mitula, W. Rymowicz, A. M. Mironczuk, “Efficient conversion of crude glycerol from various industrial wastes into single cell oil by yeast Yarrowia lipolytica”, Bioresour. Technol., vol. 207, pp. 237-243, 2016. 3) R. P. Asopa, R. Bhoi, V. K. Saharan, “Valorization of glycerol into value-added products: A comprehensive review on biochemical route”, Bioresour. Technol. Rep., vol. 20, 101290, 2022. 4) I. A. Selvakumari, J. Jayamuthunagai, B. Bharathiraja, "Exploring the potential of biodiesel derived crude glycerol into high value malic acid: Biosysnthesis, process optimization and kinetic assessment”, J. Indian Chem. Society, vol. 98, no. 6, 2021. 5) V. Razaviarani, I. D. Buchanan, "Anaerobic co-digestion of biodiesel wars glycerin with municipal wastewater sludge: Microbial community structure dynamics and reactor performance", Bioresour. Technol., vol. 182, pp. 8-17, 2015. 6) V. L. Pachapur, P. Kutty, S. K. Brar, A. A. Ramirez, "Enrichment of Secondary Wastewater Sludge for Production of Hydrogen from Crude Glycerol and Comparative Evaluation of Moni-, Co- and Mixed- Culture Systems", Int. J. Mol. Sci., pp. 17-92, 2016. 7) I. V. Junior, R. Almeida, M. C. Cammarota, "A review of sludge pretreatment methods and co-digestion to boost biogas production and energy self-sufficiency in wastewater treatment plants", J. Water Process Eng., vol. 40, 101857, 2021. 8) E. J. Martinez, J. G. Rosas, A. Morán, X. Gómez, "Effect of Ultrasound Pretreatment on Sludge Digestion and Dewatering Characteristics: Application of Particle Size Analysis", Water, vol. 7, pp. 6483-6495, 2015. 9) E. Welch, K. Chaltas, A. Tripathi, "Ultrasound frequency sonication facilities high-throughput and uniform dissociation of cellular aggregates and tissues", SLAS Technol., vol. 28, no. 2, pp. 70-81, 2023. 10) APHA, “Standard Methods for the examination of water and wastewater, American Public Health Association”, American Water Works Association, Water Environmental Federation, 24th Ed. Washington, 2023. 11) M. Li, Y. Li, S. Peng, G. Lu, S. Li, "Photocatalytic hydrogen generation using glycerol wastewater over Pt/TiO2", Front. Chem., vol. 4, no. 1, pp. 32-38, 2009. 12) C. Bougrier, H. Carrere, J. P. Delgenes, "Solubilization of waste-activated sludge by ultrasound treatment", Chem. Eng. J., vol. 106, pp. 163-169, 2005. 13) W. Al-Jamal, N. Mahmoud, "Community onsite treatment of cold strong sewage in a UASB-septic tank", Bioresour. Technol., vol. 100, pp. 1061-1068, 2009. 14) A. Tawfik, A. Klapwijk, "Polyurethane rotating disc system for posttreatment of anaerobically pre- treated sewage", J. Environ. Manage., vol. 91, pp. 1183-1192, 2010. 15) J. Ma, M. Van Wambeke, M. Carballa, W. Vertraete, "Improvement of the anaerobic treatment of potato processing wastewater in a UASB reactor by co-digestion with glycerol", Biotechnol. Lett., vol. 30, pp. 861-867, 2008. 16) G. Silvestre, B. Fernández, A. Bonmatí, "Addition of crude glycerin as strategy to balance the C:N ratio on sewage sludge thermophilic and mesophilic anaerobic co-digestion", Bioresour. Technol., vol. 193, pp. 377-385, 2015.
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