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Ene gy Repo s 8 (2022) 153–158
www.else ie .com/loca e/egy
The 8 h In e na ional Con e ence on Ene gy and En i onmen Resea ch ICEER 2021, 13–17
Sep embe
A biochemical me hane po en ial o pig slu y
And eia D. San osa,∗, João R. Sil ab, Luis M. Cas oa,b,c, Rosa M. Quin a-Fe ei aa
aCIEPQPF – Chemical Enginee ing P ocesses and Fo es P oduc s Resea ch Cen e , Depa men o Chemical Enginee ing, Facul y o Sciences
and Technology, Uni e si y o Coimb a, Po ugal
bIns i u o Poli écnico de Coimb a, Ins i u o Supe io de Engenha ia de Coimb a, Rua Ped o Nunes, Quin a da No a, 3030-199 Coimb a, Po ugal
cIns i u o Poli écnico de Coimb a, Ins i u o de In es igação Aplicada, Labo a ó io SiSus, Rua Ped o Nunes, Quin a da
No a, 3030-199 Coimb a, Po ugal
Recei ed 20 Decembe 2021; accep ed 17 Janua y 2022
A ailable online xxxx
Abs ac
This s udy assesses he me hane p oduc ion po en ial o he Anae obic Diges ion o Pig Slu y, using wo di e en Subs a e
o Inoculum Ra ios, 0.65, and 1, and i s compa ison wi h he heo e ical p edic ion. The Speci ic Biogas P oduc ion, he
Speci ic Me hane P oduc ion, and he a e age me hane con en we e de e mined o bo h expe imen s and adjus ed o S anda d
Tempe a u e (273.15 K) and P essu e (1 a m). The esul s eached in his s udy show ha he expe ience conduc ed wi h a
SIR o 1 p oduced mo e olume o biogas, wi h highe me hane con en han he one wi h he lowe SIR. Wi h a SIR o 1.0,
i was achie ed a SMP o 0.568 NL CH4/g VS wi h an a e age me hane con en o 83%. The Technical Diges ion Time was
ound o be 12 days. By compa ing he expe imen al BMP wi h he es ima ed alue o 0.623 NL CH4/g VS, i was possible
o conclude ha he es ima ed alue p esen ed a de ia ion o jus 2.96 % du ing he assay wi h a SIR o 1.
© 2022 The Au ho (s). Published by Else ie L d. This is an open access a icle unde he CC BY license
(h p://c ea i ecommons.o g/licenses/by/4.0/).
Pee - e iew unde esponsibili y o he scien i ic commi ee o he 8 h In e na ional Con e ence on Ene gy and En i onmen Resea ch, ICEER, 2021.
Keywo ds: Anae obic diges ion; Biochemical me hane po en ial; Ci cula economy; Me hane p oduc ion; Pig slu y; Theo e ical me hane
p edic ion
1. In oduc ion
Pig p oduc ion has been inc easing o e he las ew yea s in Eu opean Union due o he A ican Swine
Fe e (ASF) sp ead in China and o he coun ies in sou h-eas e n Asia [1]. The o me con ibu es o inc easing
en i onmen al issues on wa e , soil, and ai due o he high o ganic load p esen in pig manu e, p oducing bad
smells and gases, and causing acidi ica ion and eu ophica ion o he soils. The manu e om pig a ming can be
di ided in o (a) slu y, which is a mix u e o eces, u ine, and wa e , (b) solid manu e, composed o eces, and li e
emaining om sc apping wi h cleaning wa e . The amoun o manu e p oduced depends on he numbe o pigs
and hei g ow h s a e, as well as on he eed composi ion [2]. Due o i s simplici y, eliabili y, and en abili y, he
∗Co esponding au ho .
E-mail add ess: [email p o ec ed] (A.D. San os).
h ps://doi.o g/10.1016/j.egy .2022.01.127
2352-4847/© 2022 The Au ho (s). Published by Else ie L d. This is an open access a icle unde he CC BY license (h p://c ea i ecommons.
o g/licenses/by/4.0/).
Pee - e iew unde esponsibili y o he scien i ic commi ee o he 8 h In e na ional Con e ence on Ene gy and En i onmen Resea ch, ICEER,
2021.
A.D. San os, J.R. Sil a, L.M. Cas o e al. Ene gy Repo s 8 (2022) 153–158
Anae obic Diges ion (AD) is he mos common was ewa e ea men applied o manu e managemen . AD con e s
o ganic ma e in o ene gy and educes pollu an gas emissions. Wi h his p ocedu e, i is also possible o con e
he ag icul u e and o ganic by-p oduc s in o e ilize , uel, o elec ici y, inding a place in he ci cula economy
and educing he en i onmen al impac [3].
Biochemical Me hane Po en ial (BMP) measu es he sample biodeg adabili y. The e o e, hese assays a e
employed o unde s and and analyze pa ame e s such as pH, agi a ion, empe a u e, inoculum subs a e a io, among
o he s, and he espec i e impac on he maximum me hane p oduc ion o a gi en subs a e [4]. Fo he BMP es s,
a subs a e is mixed wi h an anae obic bac e ia cul u e, gene ally om an ac i e diges e . The mix u e is incuba ed
unde mesophilic condi ions and con inuously mixed o e consecu i e days un il he achie ed me hane p oduc ion
is lowe han 1% [5]. Du ing he incuba ion pe iod, he olume o biogas p oduced is measu ed as well as he
me hane con en . Theo e ical me hods o p edic ing he BMP a e as and s aigh o wa d o implemen . Fo his,
i is assumed ha he subs a e is comple ely deg aded [6]. Addi ionally, i is necessa y o add ess ha he accu acy
o his me hod elies on he biodeg adable ac ion o he subs a e composi ion. The Speci ic Biogas P oduc ion
(SBP) and he Speci ic Me hane P oduc ion (SMP) a e ools used o e alua e he BMP assay. The i s is desc ibed
as he olume o biogas p oduced pe VS mass ed o he eac o and he second one is he olume o me hane
p oduced pe VS mass ed o he eac o . When he SBP and he SMP ha e simila alues, he biogas p oduced has
a high me hane concen a ion. The analysis o he SMP cu e o any BMP essay should desc ibe a simila beha io
o o he SMP cu es o di e en subs a es [7].
The p ima y pu pose o his s udy is o de e mine he bes ope a ional condi ions o he AD o Pig Manu e
(PM) a 8% concen a ion (on TS basis) o achie e maximum biogas p oduc ion. As a inal goal, he au ho s
wan o add ess he easibili y o eusing he pig slu y was ewa e o p oduce ene gy while educing he o ganic
ma e con en . To e alua e he Biochemical Me hane Po en ial (BMP) o he pig manu e, he wo selec ed Subs a e
Inoculum Ra io (SIR) o he ba ch ope a ion we e 0.65 and 1.
2. Ma e ials and me hods
2.1. Subs a e and inoculum and expe imen al se up
The subs a e used in his s udy was Pig Manu e (PM), collec ed om a pig a m placed in he cen al egion
o Po ugal. Anae obic sludge om he anae obic diges e o a municipal was ewa e ea men plan was used as
inoculum. The expe imen al p ocedu e was conduc ed in he AD Reac o loca ed a Ins i u o Supe io de Engenha ia
de Coimb a, Po ugal. Fig. 1 p esen s a g aphic ep esen a ion o he AD Reac o used [8].
Fig. 1. Schema ic ep esen a ion o he labo a o y-scale anae obic diges e .
I is cons uc ed in anspa en ac ylic and has 24.0 cm o diame e and 40.5 cm o o al heigh when he head
ha e ains he biogas is down. The head o he AD eac o can mo e o accumula e he biogas p oduced. The head
s o age can e ain a o al o 13.6 dm3. To assess i he inoculum had any me hane p oduc ion po en ial, be o e each
essay, a blank es was pe o med, wi h he olume o he subs a e o be used being eplaced wi h dis illed wa e .
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A.D. San os, J.R. Sil a, L.M. Cas o e al. Ene gy Repo s 8 (2022) 153–158
2.2. Analy ical me hods
Chemical Oxygen Demand (COD) o al (COD ) and soluble (CODs) was de e mined by he 5220 D me hod
es ablished in he S anda d Me hods (Closed Re lux). The To al Solids (TS), Vola ile Solids (VS), To al Suspend
Solids (TSS), and Vola ile Suspend Solids (VSS) we e calcula ed using he 2540 B, D, and E in he S anda d Me hod
[9]. The Me hane con en was e alua ed using he Abso p ion o CO2in he alkaline liquid me hod p oposed by
Abdel-Hadi [10]. The measu ed biogas and me hane olumes we e adjus ed o S anda d Tempe a u e (273.15 K)
and P essu e (1 a m). The elemen a y molecula analysis was conduc ed on he equipmen Fisons Ins umen s model
EA1108 o de e mine he amoun o Ca bon (C), Oxygen (O), Hyd ogen (H), Ni ogen (N), and Sul u (S) ha is
p esen in he PM.
2.3. The Biochemical Me hane Po en ial (BMP)
In his s udy, besides he expe imen al de e mina ion o he BMP, he Elemen a y Composi ion (EC), Chemical
Composi ion, and Chemical Oxygen Demand o biomass we e applied o es ima e he heo e ical BMP o he
subs a e.
2.3.1. Elemen al composi ion
The Buswell o mula, Eq. (1), allows es ima ing heo e ical BMP. Wi h his equa ion, i is equi ed o know he
chemical composi ion o he subs a e [6].
CaHbOc+(a−b
4−c
2)H2O→(a
2+b
8−c
4)CH4
+(a
2−b
8+c
4)CO2(1)
Eq. (1) was modi ied by Boyle [11] o include he ni ogen and he sul u , o ob ain he amoun o ammonia and
hyd ogen sul ide p oduced du ing he AD p ocess, Eq. (2).
CaHbOcNdSe+(a−b
4−c
2+3d
4+e
2)H2O→(a
2+b
8−c
4−3d
8−e
4)CH4
+(a
2−b
8+c
4+3d
8+e
4)CO2+dNH3+eH2(2)
Eq. (3) allows es ima ing he heo e ical me hane po en ial acco ding o Achinas and Eu e ink [12].
BM P h EC (NL CH4/V S)
=22.4×(a
2+b
8−c
4−3d
8−e
4)
12.017a+1.0079b+15.999c+14.0067d+32.065e(3)
2.3.2. Chemical Oxygen Demand and subs a e biodeg adabili y
Niel a e al. [5] p oposed Eq. (4) ha allows es ima ing he maximum me hane po en ial using he mass o
Vola ile Solids (V Sadded) and he COD concen a ion o subs a e. The au ho s assumed ha he in eg al oxida ion
o he subs a e CaHbOcconsumes 64 g o oxygen pe each mole o he es ima ed o med me hane calcula ed om
Eq. (1).
BM P h C O D (NL CH4/g V S)=nCH4×R×T
P×V Sadded
,whe e nCH4=C O D
64 (g
mol )(4)
The subs a e biodeg adabili y can be calcula ed acco ding o Eq. (5) [13]:
Biodeg adabili y (%)=Cumula i e me hane yield (lCH4/g V S)
Theo e ical me hane yield (lCH4/g V S)×100 (5)
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A.D. San os, J.R. Sil a, L.M. Cas o e al. Ene gy Repo s 8 (2022) 153–158
3. Resul s and discussion
The expe imen al BMP assay was pe o med wi h wo di e en SIR, 0.65 and 1.0, BMP1 and BMP2, espec i ely.
Fo bo h assays, he ini ial and inal condi ions o he eac o sludge, as well as he biogas p oduc ion and me hane
con en , we e e alua ed. The cha ac e iza ion o he inoculum and he subs a e used in he BMP assay a e p esen ed
in Table 1. Be o e each expe imen , a blank assay was pe o med, and he biogas p oduc ion associa ed wi h he
sludge was emo ed.
Table 1. Cha ac e iza ion o he subs a e and he inoculum used in he BMP assay in e ms o COD , CODs,
TS, VS, TSS, VSS, TC, and TN.
Pa ame e [g/L] COD CODsTS VS TSS VSS TC TN
Inoculum 40.62 2.278 29.48 17.32 23.08 11.77 1.195 0.725
Subs a e 7.391 2.182 3.657 2.732 2.225 1.815 0.716 0.183
3.1. Expe imen al biochemical me hane po en ial
Fo he i s BMP assay (BMP1), he SIR was se a 0.65, o a wo king eac o olume o 8.6 L. In he second
BMP assay (BMP2), a SIR o 1 and a wo king olume o 14.25 L we e used. The empe a u e was main ained a
36 ±1◦C and he s i ing a 8 pm. Fig. 2 shows he biogas p oduc ion du ing he BMP es s o bo h assays. The
biogas p oduc ion and me hane con en we e assessed e e y day, excep weekends.
Fig. 2. Biogas and me hane olume p oduced (NL) o (a) BMP1 and (b) BMP2.
On day one, BMP1 biogas p oduc ion eached a maximum ou pu o 1.60 NL ep esen ing 1.39 NL CH4. F om
his poin o wa d, he biogas p oduc ion dec eased un il day 10, wi h biogas p oduc ion ceasing wi h he expe imen
being s opped on day 20. Rega ding he BMP2, he biogas p oduc ion s a ed slowe han o BMP1, eaching he
maximum biogas p oduc ion on day 4 wi h 1.99 NL wi h a CH4o 1.75 NL. A e day ou , biogas p oduc ion
dec eased un il day 18, p oducing jus abou he same olume e e y day un il day 24. On day 25, he biogas
p oduc ion s ops, and he expe imen was e mina ed on day 30. Fig. 3 ep esen s he cumula i e me hane p oduc ion
du ing he BMP1 and BMP2.
Fig. 3. Cumula i e biogas and me hane p oduc ion (NL) o (a) BMP1 and (b) BMP2.
Fo BMP1, he cumula i e biogas and me hane p oduc ion eached hei maximum on day 9, wi h 7.39 NL and
5.93 NL, espec i ely. On he o he hand, BMP2 eached he cumula i e biogas and me hane p oduc ion a day 25,
wi h 19.06 NL and 16.03 NL, espec i ely. I is possible o unde s and ha he inc emen om BMP1 o BMP2
was conside able, 61.2% o he o al biogas p oduc ion and 63.0% o he o al me hane p oduc ion.
Compa ing he esul s o bo h es s, BMP2 p oduced be e esul s han BMP1. Fo he i s assay, he SBP
was 0.410 NL/g VS and he SMP o 0.329 NL CH4/g VS. The a e age me hane con en du ing he assay was
79.0 ±3.2%. In BMP2, i was possible o achie e an SBP o 0.675 NL/g VS, and SMP o 0.568 NL CH4/g VS.
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A.D. San os, J.R. Sil a, L.M. Cas o e al. Ene gy Repo s 8 (2022) 153–158
The a e age me hane con en du ing his assay was 82.8 ±3.2%. The e o e, he pe cen age o me hane p oduced
on BMP2 was, on a e age, 3.8% highe since he a io o subs a e o inoculum was highe han in BMP1. Ano he
aspec wo h men ioning is he echnical diges ion ime (TDT), de ined as he ime equi ed o each 80%–90% o
o al biogas p oduc ion [14]. This a iable is c ucial o make he scale-up o he anae obic diges e s because i can
be assumed as he Hyd aulic Re en ion Time (HRT) o he p oposed condi ions and unde con inuous ope a ion.
Fo he second expe imen , he TDT was eached be ween days 12 and 16, when 77.9% and 91% o he o al biogas
p oduc ion was achie ed. In he i s expe imen , he TDT is be ween days 5 and 7, when 76.6% and 89.6% o he
o al biogas was p oduced.
Ka le e al. [15] used a SIR o 0.5 and a VS concen a ion o 2.5 g VS/L had achie ed an SBP o 0.394 NL/g VS
and an SMP o 0.325 NL CH4/g VS. Using he same SIR and inc easing he VS concen a ion o 3.5 g VS/L, Ka le
and Chen [14], eached SBP o 0.495 NL/g VS and an SMP o 0.323 NL CH4/g VS. When compa ing he esul s
ob ained in bo h pape s, i can be seen ha he inc ease o he VS concen a ion imp o ed he biogas p oduc ion,
bu he me hane con en dec eased om 82.6% o 63.5%. Sun e al. [16] execu ed a BMP assay in 500 ml lasks
wi h a wo king olume o 400 mL, wi h a VS concen a ion o 10 g VS/Land a SIR o 0.5 a 36 ◦C. The subs a e
had a concen a ion o 5.1% on TS basis. An expe imen al me hane yield o 0.308 NL CH4/gVS and a p edic ed
me hane yield o 0.479 NL CH4/gVS we e achie ed, which a e lowe han he ones ob ained in his pape o bo h
cases wi h SIR 0.65 and 1.
Zhang e al. [17] used a SIR o 1.5 and a subs a e concen a ion o 40 gVS/L. The ini ial pH was adjus ed o
7.0 ±0.1, and he empe a u e inside he diges e s was main ained a 37 ±1◦C. The du a ion o he expe imen
was dependen on he biogas o ma ion. In hei expe imen s, hey achie ed 0.359 NL CH4/gVS. The p esen ed
esul s indica e ha a SI o 1 p oduces he bes esul s when compa ed o SI o 0.5, 0.65, and 1.5. Howe e , i is
necessa y o keep in mind ha he ype o eac o , sludge, inoculum, and o he expe imen al condi ions a e di e en .
3.2. Theo e ical biochemical me hane po en ial
An elemen a y molecula analysis was conduc ed o de e mine he amoun o Ca bon (C), Oxygen (O), Hyd ogen
(H), Ni ogen (N), and Sul u (S) ha is p esen in he PM. The composi ion is p esen ed in Table 2
Table 2. Composi ion o he subs a e in % (m/m) o each elemen .
Elemen C H O N S
% (m/m) 41.7 5.18 22.4 1.84 0.0100
The heo e ical maximum me hane po en ial was p edic ed by applying Eqs. (4) and (5), wi h he ob ained alues
p esen ed in Table 3, as well as he pe cen age o biodeg adabili y o he subs a e and he de ia ion be ween he
heo e ical and expe imen al BMP. Analyzing Table 3, i is possible o conclude ha he BMP2 consumes highe
amoun s o subs a e when compa ed wi h BMP1. This leads o a conclusion ha using a SIR o 1 he AD’s
pe o mance will be op imized, he maximum me hane ha i is possible o achie e om his subs a e will be
a ained.
Table 3. Theo e ical p edic ion o he BMP h ough he EC and COD, biodeg adabili y, and de ia ion.
Pa ame e BM P h EC BM P h C O D BMP1 BMP2
N L CH4/g VS 0.623 0.947 0.329 0.568
Biodeg adabili y (%) 52.8 91.1
De ia ion o BM P h EC (%) 67.5 2.96
4. Conclusions
The BMP is shown o be a e y use ul ool o selec ope a ional condi ions o imp o e biogas p oduc ion du ing
he anae obic diges ion p ocess. Compa ing he esul s o bo h assays, he BMP2, in which a highe SIR was used
(1.0), p oduced be e esul s han BMP1 (SIR 0.65). I was egis e ed an inc ease o 60.6% o he SBP, and he
SMP imp o ed by abou 62.7% wi h he a e age me hane con en inc easing om 79.0 o 82.8%.
The echnical diges ion ime was ound o be 5–7 days o he i s assay and 12–16 days o he second one.
These numbe s can be a e e ence o HRT o u u e wo k wi h simila condi ions. The esul s ob ained in BMP2
we e much close o he heo e ical p edic ions o BMP, indica ing ha wi h a SIR o 1.0 he amoun o subs a e
added o he diges e was enough o achie e a me hane p oduc ion close o he heo e ically a ainable alue.
157
A.D. San os, J.R. Sil a, L.M. Cas o e al. Ene gy Repo s 8 (2022) 153–158
CRediT au ho ship con ibu ion s a emen
And eia D. San os: In es iga ion, Da a cu a ion, Concep ualiza ion, Fo mal analysis, Valida ion, W i ing –
o iginal d a . Jo˜
ao R. Sil a: Da a cu a ion, W i ing – e iew & edi ing. Luis M. Cas o: Concep ualiza ion,
Supe ision, Valida ion, W i ing – e iew & edi ing. Rosa M. Quin a-Fe ei a: Concep ualiza ion, Supe ision,
W i ing – e iew & edi ing, P ojec adminis a ion, Funding acquisi ion.
Decla a ion o compe ing in e es
The au ho s decla e ha hey ha e no known compe ing inancial in e es s o pe sonal ela ionships ha could
ha e appea ed o in luence he wo k epo ed in his pape .
Acknowledgmen s
Au ho s g a e ully acknowledge o P oyec o 0340 SYMBIOSIS 3 E, co inanciado po el FEDER a a ´
es del
P og ama INTERREG V A Espa˜
na – Po ugal (POCTEP).
Funding
INTERREG V A Espanha Po ugal (POCTEP) 007
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