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Optimization of multi-stage thickening of biomass in a demonstrative full–scale microalgae-based wastewater treatment system

Abstract

This study gathers the results of the operation and optimization of the thickening of microalgal biomass produced at demonstrative scale in photobioreactors fed with agricultural runoff and domestic wastewater. The optimization was conducted during two months. The system consisted in two gravity thickeners connected in series in a multi-stage approach. The objective of thickening was to concentrate the microalgae grown in photobioreactors (total solids (TS) concentration of 0.1–1 g/L) into a biomass with 20 g/L of TS, which was considered optimal for the subsequent anaerobic digestion process. First, the utilization of one single thickener alone allowed to achieve a concentration factor (CF) of 1.9 and recovery efficiency (RE) of 28%. However, the final concentration of TS in the thickened biomass (6.4 g/L) was still much lower than the target concentration. The installation of the second thickener connected in series with the first one significantly improved the overall performance. Indeed, a TS concentration of 26.5 g/L was finally achieved, with an overall CF of 3.6. The results of the study suggest that the multi-stage thickening process is a suitable strategy and it is highly advisable to achieve a successful microalgal biomass thickening at full-scale. In addition, other three points have been identified as key factors to be taken into account for biomass tickening: proper adjustment of the purge flowrate, coordination between purges times and volumes in the different stages, and proper adjustment of the operation of the scrapers.

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Optimization of multi-stage thickening of biomass in a demonstrative full–scale microalgae-based wastewater treatment system

Author: Ortiz Ruiz, Antonio,García Serrano, Joan,Uggetti, Enrica,Díez Montero, Rubén
Year: 2022
DOI: 10.1016/j.seppur.2021.119830
Source: https://upcommons.upc.edu/bitstream/2117/358182/1/32261392.pdf
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
A ailable online 30 Sep embe 2021
1383-5866/© 2021 The Au ho (s). Published by Else ie B.V. This is an open access a icle unde he CC BY-NC-ND license
(h p://c ea i ecommons.o g/licenses/by-nc-nd/4.0/).
Op imiza ion o mul i-s age hickening o biomass in a demons a i e
ull–scale mic oalgae-based was ewa e ea men sys em
An onio O iz, Joan Ga cía, En ica Ugge i , Rub´
en Díez-Mon e o
*
GEMMA-G oup o En i onmen al Enginee ing and Mic obiology, Depa men o Ci il and En i onmen al Enginee ing, Uni e si a Poli `
ecnica de Ca alunya-
Ba celonaTech, c/ Jo di Gi ona 1-3, Building D1, Ba celona E-08034, Spain
ARTICLE INFO
Keywo ds:
Ha es ing
Dewa e ing
Lamella se ling ank
Cyanobac e ia
Field scale
ABSTRACT
This s udy ga he s he esul s o he ope a ion and op imiza ion o he hickening o mic oalgal biomass p oduced
a demons a i e scale in pho obio eac o s ed wi h ag icul u al uno and domes ic was ewa e . The op imi-
za ion was conduc ed du ing wo mon hs. The sys em consis ed in wo g a i y hickene s connec ed in se ies in a
mul i-s age app oach. The objec i e o hickening was o concen a e he mic oalgae g own in pho obio eac o s
( o al solids (TS) concen a ion o 0.1–1 g/L) in o a biomass wi h 20 g/L o TS, which was conside ed op imal o
he subsequen anae obic diges ion p ocess. Fi s , he u iliza ion o one single hickene alone allowed o achie e
a concen a ion ac o (CF) o 1.9 and eco e y e iciency (RE) o 28%. Howe e , he inal concen a ion o TS in
he hickened biomass (6.4 g/L) was s ill much lowe han he a ge concen a ion. The ins alla ion o he second
hickene connec ed in se ies wi h he i s one signi ican ly imp o ed he o e all pe o mance. Indeed, a TS
concen a ion o 26.5 g/L was inally achie ed, wi h an o e all CF o 3.6. The esul s o he s udy sugges ha he
mul i-s age hickening p ocess is a sui able s a egy and i is highly ad isable o achie e a success ul mic oalgal
biomass hickening a ull-scale. In addi ion, o he h ee poin s ha e been iden i ied as key ac o s o be aken
in o accoun o biomass ickening: p ope adjus men o he pu ge low a e, coo dina ion be ween pu ges imes
and olumes in he di e en s ages, and p ope adjus men o he ope a ion o he sc ape s.
1. In oduc ion
The ha es ing and eco e y o mic oalgal biomass a e essen ial
componen s o any mic oalgae-based biop ocess. The ypical concen-
a ion o mic oalgae in he cul u e medium is ela i ely low om a
downs eaming poin o iew, usually anging om 0.1 o 2 g/L o o al
solids (TS). This concen a ion mus be necessa ily inc eased one o
mo e o de s o magni ude o ensu e subsequen biomass alo iza ion
easibili y. Whe he he aim o he mic oalgae cul u e is he ea men o
was ewa e o he p oduc ion o aluable biop oduc s and bioene gy,
he cul u ed biomass should be subsequen ly ans o med in o a
concen a ed slu y, pas e o d ied solid.
A high cos is linked o ha es ing, hickening and dewa e ing o
mic oalgae biomass [1–5]. This is mainly due o he na u e and speci ic
cha ac e is ics o mic oalgae cells, which a e ex emely di icul o
sepa a e om wa e , and he e o e o eco e om he liquid cul u e
media. These cha ac e is ics include small size (gene ally be ween 5 and
20
μ
m), low ela i e densi y (gene ally be ween 1.05 and 1.1) and
nega i e elec ical su ace cha ge [6,7]. Se e al ha es ing echniques
ha e been success ully de eloped, bu mos o hem a e ene gy-
in ensi e, equi ing be ween 0.1 and 15 kWh pe m
3
o ea ed wa e ,
depending on he echniques [8]. Fo he comme cial applica ion o
mic oalgae biop ocesses, he ha es ing s ep should ha e low in es -
men and ope a ional cos s, while being e ec i e and eliable a ull-
scale [9,10].
In o de o op imize he ha es ing and eco e y o mic oalgae,
exis ing echniques a e usually combined and implemen ed in se e al
sequen ial s eps in a mul i-s age app oach. O cou se, hese echniques
can be used in isola ion, bu he mul i-s age app oach has ad an ages. In
each s age he mos sui able me hod is applied, so ha each p e ious
s age educes he biomass olume (wi h inc eased biomass concen a-
ion) o be p ocessed in each subsequen s age [9]. The eade should be
awa e ha in he nex lines we use a e minology analogous o he one
used in was ewa e enginee ing. The ypical s ages can s a wi h ha -
es ing (o p ima y concen a ion), which inc eases he TS concen a-
ion abou 10 imes. Then, a hickening s ep o he p ima y concen a e
can be pe o med, inc easing he TS concen a ion up o 10 imes and
p oducing a biomass concen a e wi h slu y-like consis ency. I
* Co esponding au ho .
E-mail add ess: [email p o ec ed] (R. Díez-Mon e o).
Con en s lis s a ailable a ScienceDi ec
Sepa a ion and Pu i ica ion Technology
jou nal homepage: www.else ie .com/loca e/seppu
h ps://doi.o g/10.1016/j.seppu .2021.119830
Recei ed 4 Augus 2021; Recei ed in e ised o m 10 Sep embe 2021; Accep ed 26 Sep embe 2021
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
2
equi ed, subsequen dewa e ing and d ying o he hickened biomass
can p oduce a we pas e o d y solid, espec i ely [10]. Fo many ap-
plica ions, he concen a ion o TS achie ed by hickening can be
enough. Fo ins ance, i he biomass is used o biogas p oduc ion by
means o anae obic diges ion, he slu y-like consis ency is sui able o
eeding he anae obic diges e . Indeed, he ull-scale implemen a ion o
anae obic diges ion o mic oalgae is inc easing [11,12].
A lo o esea ch e o has been done ega ding he s udy, selec ion
and op imiza ion o p ima y concen a ion ha es ing echniques
[13,1,2,14,3,4,15]. O e all, he au ho s epo ed concen a ions o he
ha es ed biomass be ween 5 and 15 g/L. Ne e heless, no s udies ha e
been speci ically epo ed ega ding he subsequen hickening s ep
nei he a lab-scale no a pilo -scale, and his opic has been only
men ioned in e y ew a icles wi h o he objec i es [9,16]. The hy-
po hesis o his s udy is ha a p ope mul i-s age hickening p ocess can
achie e concen a ions o 20 g/L o mo e wi hou signi ican ly
inc easing he land and ene gy equi emen s.
Thickening is he p ocess by which he suspended solids o an
al eady concen a ed biop ocess a e u he condensed o p oduce a
much mo e concen a ed biomass p oduc and a ela i ely solids- ee
supe na an . Se e al di e en me hods and echnologies can be used
o hickening suspended solids om a biop ocess, including dissol ed
ai lo a ion (DAF), cen i ugal hickening, g a i y bel hickening, and
g a i y hickening [17]. These echnologies di e in se e al pe o -
mance c i e ia, among hem he solids concen a ion ha can be ach-
ie ed and he ene gy demand equi ed o he hickening p ocess.
The e o e, he selec ion o one me hod o e he o he s should be ca ied
ou in acco dance wi h he speci ic condi ions and objec i es o each
biop ocess. In pa icula , g a i y hickening is he simples me hod,
based on he na u al endency o highe -densi y pa icles o se le ou o
he liquid o concen a e he solids [9]. Consequen ly, g a i y hickening
has much lowe ope a ing and main enance cos s han o he hickening
me hods [17]. The TS concen a ion achie ed by g a i y hickening is
20–30 g/L, which is lowe han ha o DAF, cen i ugal hickening o
g a i y bel [17,9], bu sui able o eeding an anae obic diges ion
p ocess. Fo hese easons, g a i y hickening is widely used in p ac ice
o concen a e biosolids in was ewa e ea men plan s p io o anae -
obic diges ion [18]. Howe e , he applica ion o g a i y hickening in
ull-scale mic oalgae-based plan s has been sca cely epo ed [19].
G a i y hickening is usually pe o med in ci cula anks wi h a sloped
shape conical bo om and sc ape s o assis se led solids anspo and
collec ion a he bo om o he ank. Thickened solids a e emo ed om
he ank a egula in e als, pumping hem om he ank bo om. The
main ope a ional challenges o di icul ies in g a i y hickene s include
he o ma ion o gas bubbles which cling o solid pa icles, he e o e
inc easing he solids’ buoyancy and educing hei se ling. This can be
a oided o educed using sc ape s o picke s a ached o he hickene
a m, which aid in eleasing gas om he sludge blanke . To educe
signi ican u bulence and esuspension o pa icles, hese de ices mo e
a a e y low speed. Ano he phenomenon ha should be a oided is
‘ a holing’, which consis s in he sho -ci cui ing o he d aw-o and
esul s in poo ly consolida ed biomass being emo ed, while a high
concen a ion o solids emains in he ank. Ra holing usually occu s i
hickened biomass is d awn-o oo quickly o oo slowly, esul ing in a
cone o dep ession a he d aw-o poin . To a oid a holing, he
pumping speed o solids emo al should be ca e ully adjus ed [17].
This pape p esen s he esul s o he op imiza ion o a hickening
p ocess o mic oalgae concen a ion and collec ion in a demons a i e
ull-scale mic oalgae bio e ine y, aimed a was ewa e ea men and
esou ce eco e y [20]. In his sys em, h ee pa allel pho obio eac o s
(PBRs) wi h a o al olume o 35 m
3
we e ed wi h ag icul u al uno
mixed wi h domes ic was ewa e [21]. The biomass he e p oduced un-
de wen o he ha es ing and hickening sys em, consis ing in a coag-
ula ion and loccula ion se ling ank ollowed by wo hickene s [15].
The ha es ed and hickened biomass was hen used o eed an anae -
obic diges e o biogas and biome hane p oduc ion.
Conside ing ha he hickening p ocess is a key s ep o biomass
ha es ing in mic oalgae-based ea men sys ems and mic oalgae bio-
e ine ies, he main mo i a ion o his s udy was o e i y he echnical
easibili y o g a i y hickening in o de o achie e he desi ed con-
cen a ion o he subsequen anae obic diges ion p ocess. The esul s
p esen ed in his s udy, ca ied ou a demons a i e scale, p o ide an
insigh o he success ul p oposal, design and ope a ion o ull-scale and
indus ial applica ions o low-cos mic oalgae cul u e in was ewa e .
Ou main echnical goal was o achie e a ela i ely cons an concen-
a ion o o al solids o 20 g/L o highe , which was conside ed op imal
o he subsequen anae obic diges ion. The concen a ion o he
biomass collec ed in he se ling ank was a ound 5 g/L o TS [15]. The
speci ic objec i es we e: 1) o assess he pe o mance o a mul i-s age
hickening p ocess, 2) o analyze and educe he hyd odynamic
impac o he in luen biomass s eam, con eyed om he se ling ank,
and 3) o inc ease he eco e y o biomass a oiding o educing he
a achmen o solids o he in e nal walls o he hickene s. This s udy is
no el because o he i s ime i speci ically add esses owa ds
mic oalgae biomass hickening. Mo eo e , expe imen s we e conduc ed
a a pilo demons a i e scale.
2. Ma e ials and me hods
2.1. Expe imen al se up
2.1.1. Was ewa e ea men and biomass p oduc ion sys em
The expe imen al se up consis ed in wo g a i y hickene s which
we e pa o a mic oalgae-based was ewa e ea men and esou ce
eco e y plan a demons a i e scale. The plan was designed, con-
s uc ed and ope a ed in he amewo k o he esea ch p ojec
INCOVER (Inno a i e Eco- echnologies o Resou ce Reco e y om
Was ewa e , GA 689242, h ps://inco e -p ojec .eu/). The plan was
loca ed ou doo s in he Ag `
opolis expe imen al campus o Uni e si a
Poli `
ecnica de Ca alunya (UPC) in Viladecans, nea he ci y o Ba celona
(Ca alonia, Spain; 41.29◦N, 2.04◦E). The mic oalgal biomass g ew in a
se o h ee semi–closed ubula ho izon al PBRs (11.7 m
3
olume each),
which we e ed wi h a mix o ag icul u al uno and pa ially ea ed
domes ic was ewa e . The ag icul u al uno , collec ed om a d ainage
channel beside he campus, was he majo componen o he in luen ,
wi h a a io o abou 10 pa s o ag icul u al uno o 1 pa o domes ic
was ewa e . The domes ic was ewa e was collec ed om a sep ic ank
which ecei ed he sewage om a building loca ed inside he campus.
The plan was ope a ed o 20 mon hs, om May 2017 un il
Decembe 2018. A de ailed desc ip ion o he PBRs and esul s ega ding
was ewa e ea men and biomass p oduc ion a e epo ed by [21] and
[22]. The PBRs we e ope a ed in o de o selec p oka yo ic mic oalgae
(Cyanobac e ia) and accumula e polyhyd oxybu y a e (PHB), as
desc ibed by [23]. The plan p oduced up o 2 kg o biomass (TS) pe day
(mos ly domina ed by Cyanobac e ia, bu also wi h p esence o
euka yo ic mic oalgae), which was ha es ed in a lamella se ling ank
coupled wi h a coagula ion and loccula ion sys em. The ha es ing
p ocess was op imized and low doses o aluminum polychlo ide (1–6
mg/L) we e used as coagulan o enhance he se ling and collec ion o
biomass in he se ling ank [15]. The ha es ed biomass was subse-
quen ly hickened in wo g a i y hickene s, p io o diges ion in an
anae obic diges e o biogas p oduc ion and upg ade o biome hane
[24]. The diges a e was u he s abilized and dewa e ed in a sludge
ea men we land o ob ain a bio e ilize .
The e luen wa e , cla i ied in he lamella se le , was pos ea ed in a
sola d i en ul a il a ion-disin ec ion uni and in adso p ion columns
o nu ien s emo al and eco e y, and e en ually eused o i iga ion
o apeseed and sun lowe c ops by means o a sma i iga ion sys em.
Howe e , all hese sys ems a e ou o he scope o he objec i es o he
p esen s udy. The eade may ind de ails abou he en i e expe imen al
si e in [20].
A. O iz e al.
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
3
2.1.2. G a i y hickene s
Each o he wo iden ical hickene s used in his s udy consis ed o
200 L polyp opylene cylind ical anks wi h a cone-shaped bo om. The
diame e o each ank was 58 cm and he heigh 94 cm (70 cm he cy-
lind ical pa and 24 cm he hoppe ). The hickene s we e pain ed wi h
wo coa s o ixa i e ollowed by se e al coa s o black pain and wo
whi e pain coa s. The wo anks we e black in o de o a oid any
glimme o ligh inside he hickene , hus c ea ing a o ally obscu e
en i onmen a oiding any pho osyn he ic ac i i y which could p oduce
gas bubbles making he se ling p ocess mo e di icul . The whi e in-
ishing was gi en wi h he objec i e o e lec ing he sunligh in o de o
a oid an excessi e inc ease o empe a u e wi hin he anks. A pic u e
and scheme o he hickene s is shown in Fig. 1.
The ha es ed biomass was pumped om he lamella se ling ank o
he hickene s h ough a pe is al ic pump (Damo a MP-811.16) wi h a
low a e o 0.4 m
3
/h and a subsequen hyd aulic loading a e o 1.5 m/h.
No e ha in he i s expe imen only one hickene was used, while in
o he s, he wo hickene s we e used connec ed in se ies (see desc ip ion
in Sec ion 2.2). The inle o he hickene s was loca ed 1 cm below he
op o he ank. The inle pipe en e ed he ank and discha ged he
in luen downwa ds h ough an L-shaped bend which was subme ged
10 cm below he ou le o e low le el. As men ioned abo e, in some
expe imen s he pu ge om he i s hickene was discha ged o he
second using a pe is al ic Damo a MP-811.16 pump. The hickened
biomass om he bo om o he second hickene was collec ed by an
iden ical pe is al ic pump which ed he anae obic diges e . The supe -
na an o each hickene o e lowed h ough a pipe loca ed in on o
he inle a he opposi e side o he hickene .
Du ing he expe imen al pe iod, a low eloci y sc ape was ins alled
in he hickene s in o de o a oid o educe mic oalgae a achmen o
he inne walls o he anks, hus inc easing biomass collec ion du ing
he pu ge. The sc ape consis ed o a one-me e long pliable i on ba
wi h a diame e o 5 mm, which was molded in o he shape o he ank.
The sc ape is shown in he scheme in Fig. 1B. The use o malleable i on
made i possible o ob ain he desi ed shape. The small diame e o he
ba was selec ed in o de o occupy a small a ea and educe he in luence
o he sc ape because o u bulence on he se ling and comp ession o
he biomass inside he hickene . The sc ape only wo ked du ing he
ope a ion o he pu ge pump. While wo king, he i on ba sc aped he
in e io wall o he cylind ical and he conical pa s o he ank. The op
o he i on ba was connec ed o a small mo o (0.73 W) loca ed on he
cen e o he lid o he ank, wi h a plas ic co e o p o ec i om ain
e en s. The mo o d o e he ba , o a ing a low speed (10 pm) du ing
he ope a ion o he pu ge pump.
2.2. Expe imen al p ocedu e
Du ing his s udy, an op imiza ion p ocedu e was ca ied ou in
consecu i e pe iods in o de o imp o e he hickening pe o mance.
This was ca ied ou by adding a second hickene connec ed in se ies,
adjus ing he imes and olumes o he pu ges and e alua ing he use o
sc ape s. The hickening p ocess was ope a ed ecei ing he biomass
ha es ed in he lamella se ling ank du ing he whole ope a ion o he
plan (20 mon hs). Howe e , he expe imen s conduc ed o he p esen
s udy las ed 3 mon hs (because once he p ocess was op imized, he
hickening was ope a ed in s eady condi ions). The se ling ank ope -
a ed du ing abou 18 h e e y day, ecei ing he o al daily olume o
mixed liquo collec ed om he PBRs (7 m
3
/d) [15]. The pu ge o
mic oalgal biomass om he se le was pe o med in e mi en ly, nine
pulses pe day. The du a ion o he pulses was adjus ed acco ding o he
amoun o mic oalgal biomass p oduced in he PBRs and he esul s o
ha es ing es s in he se le . This was mainly con olled by he V
30
es
o biomass om he se le (a de ailed desc ip ion o his p ocedu e can
be ound in [15]).
The biomass was di ec ly pumped om he se le o a i s hickene .
In some o he op imiza ion expe imen s he pu ge om he i s
hickene was conduc ed o he second wi h he same low a e and
equency as he pump con eying he ha es ed biomass om he se le
o he i s hickene , bu wi h sho e du a ion. This pu ge om he i s
hickene was ca ied ou jus be o e s a ing he eeding om he
se le , in o de o pe o m he pu ge wi h he maximum possible con-
cen a ion o TS and o educe biomass escape h ough he o e low o
he i s hickene . The hickened biomass was pu ged om he second
hickene once a day, en minu es be o e s a ing he eeding om he
i s hickene , and i was con eyed o he anae obic diges ion uni .
The expe imen s o he p esen s udy we e conduc ed in an in ensi e
op imiza ion campaign in win e -sp ing ( om Feb ua y o Ap il). The
expe imen s we e di ided in o ou di e en pe iods as desc ibed in he
Fig. 1. (A) Pho og aphy o he wo hickene s, (B) scheme o one o he hickene s. (1) Inle ; (2) Subme ged inle pipe; (3) O e low o supe na an ou le ; (4)
Sc ape ; (5) Thickened biomass ou le , (6) Sc ape mo o . All measu es in cen ime e s.
A. O iz e al.
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
4
ollowings and summa ized in Table 1. Pe iods I and II las ed 1 week
each and Pe iods III and IV las ed 2 weeks each. In ensi e measu emen s
o TS in he pu ge and TSS in he o e low we e pe o med du ing each
pe iod. No e ha he hyd aulic e en ion imes (HRTs) epo ed in
Table 1 e e s o he daily olume o biomass ed o each hickene and
he ime he biomass s ays in o he hickene , including he ime be-
ween eeding e en s.
Pe iod I was designed o assess he pe o mance o a single hickene
equipped wi h a low eloci y sc ape (Fig. 2A). Since he objec i e o a
concen a ion o 20 g/L o TS in he hickened biomass was no achie ed
wi h his con igu a ion, a second hickene was ins alled and connec ed
in se ies wi h he i s one in Pe iod II (Fig. 2B). In his pe iod, he second
hickene had no sc ape . The objec i e o his pe iod was o analyze he
e ec i eness and e iciency o a mul i-s age hickening.
Due o he unsuccess ul esul s wi h such con igu a ion, in Pe iod III
(Fig. 2C) a sc ape was ins alled in he second hickene in o de o
de ach he biomass on he walls and a oid he a holing, imp o ing he
biomass collec ion. In addi ion, he du a ion o he pu ge om he i s
hickene o he second one was inc eased om 1 o 2 min. The objec i e
o his pe iod was o enhance he biomass collec ion in he second
hickene , hus imp o ing he pe o mance o he p e ious pe iods.
Al hough he esul s on Pe iod III imp o ed compa ed o he p e i-
ous pe iods, he 20 g/L a ge was no me and he e o e in Pe iod IV
(Fig. 2C) he ope a ion o he sc ape s was modi ied. In pa icula , he
ope a ing ime o bo h sc ape s was educed in o de o a oid excessi e
solids esuspension. The du a ion o he eeding e en s and pu ges
emained he same as in he p e ious pe iod. Howe e , he sc ape s did
no wo k du ing he i s and he las minu es o pu ge o each hickene ,
i.e. hey s a ed unning om he second minu e o pu ge and s opped
one minu e be o e he end o he pu ge. This way, mixing and esus-
pension o he hickened biomass we e a oided du ing he i s minu e
o he pu ge. Then, he biomass s uck o he hickene s walls was de-
ached hanks o he ac ion o he sc ape . Finally, du ing he las minu e
o he pu ge, he sc ape was s opped le ing he biomass gen ly se le
wi hou mixing. The objec i e o his pe iod was o op imize he ope -
a ional s a egy o he sc ape s aimed a inc easing he concen a ion o
TS in he collec ed biomass.
Du ing he expe imen s, he daily olumes o he in luen biomass
(coming om he lamella se le ) and he pu ge om bo h hickene s
we e moni o ed, oge he wi h he TS concen a ion in he se le pu ge
and in he biomass collec ed om he hickene s. In he o e low, he
To al Suspended Solids (TSS) concen a ion was moni o ed (ins ead o
TS) because he suspended solids concen a ion was much lowe han
he one in he ha es ed and hickened biomass.
The wa e empe a u e was moni o ed in he PBRs, which we e
equipped wi h an au oma ic empe a u e senso (Campbell Scien i ic
Inc., USA). Da a o hese pa ame e s we e aken e e y 5 s and eco ded
and s o ed each 60 s in a da alogge (Campbell Scien i ic Inc., USA). In
his s udy, he a e age daily empe a u e o he wa e was ob ained om
hese da a.
2.3. Analy ical me hods
2.3.1. Pu ge analysis
Since he beginning o he campaign (Feb ua y 21 h) un il Ap il
17 h, he concen a ion o o al solids o he pu ge we e measu ed in
o de o analyze and o imp o e he pe o mance o he hickene s.
Samples we e aken h ee imes pe week om hickene 1 in Pe iod I
(Q
u1
), and om hickene s 1 and 2 in Pe iods II, III and IV (Q
u1
and Q
u2
).
Mo eo e , in each pe iod, samples we e also aken om he pu ge o he
lamella se le (Q
i
).
In addi ion, in o de o be e analyze and unde s and he pe o -
mance o he hickene s, 50 mL samples o he pu ge o bo h hickene s
we e collec ed se e al imes a sho ime in e als o isual obse a-
ion. These samples we e aken om one pulse o he pu ges, e e y 15 s
om hickene 1 and e e y 30 s om he se le and hickene 2. These
sampling equencies we e se acco ding o he du a ion o he pulses.
Each sample was collec ed in a 50 mL lask and all o hem we e le o
se le o 10 min. Then, hey we e quali a i e analyzed o check a which
ime o he pulse he pu ge had no solids (Figs. 5, 7 and 9). Mo eo e , he
concen a ion o TS om he mix o all samples collec ed in each pulse
was measu ed by d ying a 103–105 ◦C acco ding o S anda d Me hod
2540B [25].
2.3.2. Supe na an analysis
The TSS concen a ion in he o e low was measu ed, excep in
Pe iod I due o he lack o an o e low collec ion equipmen . Daily
o e low o he wo hickene s (Q
o1
and Q
o2
) we e collec ed wice a
week in wo anks (OT-1 and OT-2 in Fig. 2), one o each hickene , and
subsequen ly analyzed. The TSS we e measu ed by means o acuum
il a ion o 100 mL o sample and d ying a 103–105 ◦C, acco ding o
S anda d Me hod 2549C [25].
2.4. Thickening pe o mance indica o s and calcula ions
Th ee pa ame e s we e used o es ima e he pe o mance o he solid-
liquid sepa a ion p ocess in he hickene s: he eco e y e iciency (RE),
he concen a ion ac o (CF), and he loss o biomass in he supe na an
(L).
The RE is de ined as he mass o solids eco e ed in he sepa a ion
p ocess ou o he o al in luen mass o solids (Eq. (1)). The CF is he
a io be ween he concen a ion o solids in he eco e ed sludge and he
concen a ion o solids in he in luen s eam (Eq. (2)) [26,9]. Sepa a ion
p ocesses wi h high RE and CF cap u e mos o he biomass wi h a good
concen a ion, and he e o e he TSS concen a ion in he o e low is
low.
Reco e y e iciency (RE,%) = 100⋅ Mass o solids eco e ed
To al in luen mass o solids (1)
Concen a ion ac o (CF,dimensionless)
=Concen a ion o solids eco e ed
Concen a ion o solids in in luen (2)
The L is de ined as he mass o solids escaping h ough he o e low ou
o he o al biomass ed o he hickene (Eq. (3)). A high L is an indica o
o he occu ence o some p oblems in he sepa a ion p ocess en ailing
excessi e escape o suspended solids in he o e low.
Biomass loss(L,%) = 100⋅ Mass o solids in he o e low
To al in luen mass o solids (3)
Acco ding o he schemes in Fig. 2, and conside ing a cons an olume,
he low balance in he i s and second hickene s esul s in equa ions
(4) and (5), espec i ely.
Qi=Qu1 +Qo1 (4)
Qu1 =Qu2 +Qo2 (5)
Table 1
Ope a ional condi ions o he hickene s du ing he ou pe iods o he s udy.*
educed ope a ing ime o he sc ape s.
Pe iod I II III IV
Du a ion (days) 7 7 14 14
Numbe o hickene s 1 2 2 2
Sc ape hickene 1 Yes Yes Yes Yes*
Sc ape hickene 2 – No Yes Yes*
Feeding o hickene 1, Q
i
(min, 9 pulses pe day) 3 3 4 4
Daily olume ed o hickene 1, Q
i
(L/d) 180 180 238 238
Feeding o hickene 2, Q
u1
(min, 9 pulses pe day) – 1 2 2
Daily olume ed o hickene 2, Q
u1
(L/d) – 59 119 119
Pu ge du a ion, Q
u2
(min, once a day) 4 4 4 4
Daily olume pu ged, Q
u2
(L) 26 26 26 26
HRT hickene 1 (h) 26.7 26.7 20.2 20.2
HRT hickene 2 (h) – 80 40.4 40.4
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5
The e o e, he pa ame e s RE, CF and L o he i s hickene can be
de e mined as shown in equa ions (6), (7) and (8).
RE1=100⋅Qu1⋅Cu1
Qi⋅Ci
(6)
CF1=Cu1
Ci
(7)
L1=100⋅Qo1⋅Co1
Qi⋅Ci
=100⋅(Qi−Qu1)⋅Co1
Qi⋅Ci
(8)
Simila ly, and acco ding o he scheme shown in Fig. 2B, he pa ame e s
RE, CF and L o he second hickene can be de e mined acco ding o
equa ions (9), (10) and (11).
RE2=100⋅Qu2⋅Cu2
Q1⋅C1
(9)
CF2=Cu2
C1
(10)
L2=100⋅Qo2⋅Co2
Q1⋅C1
=100⋅(Qu1 −Qu2)⋅Co2
Qu1⋅Cu1
(11)
Finally, he o e all RE and CF including bo h hickene s a e hose ob-
ained acco ding o equa ions (12) and (13), espec i ely.
RE =100⋅Qu2⋅Cu2
Qi⋅Ci
(12)
CF =Cu2
Ci
(13)
2.5. S a is ical analysis
Expe imen al da a ega ding he o e all CF, RE and hickened TS
concen a ion o each pe iod, we e s a is ically assessed ia mul i ac o
analysis o a iance (ANOVA) in o de o de e mine he signi icance o
he di e ences. The Tukey es (
α
=0.05) was used as a pos hoc es .
3. Resul s and discussion
3.1. Concen a ion o biomass and pe o mance o he hickene s
The amoun o mic oalgal biomass p oduced in he PBRs a ied
du ing he whole expe imen , since i was a ec ed by he ou doo
en i onmen al condi ions and he ope a ion o he PBRs. Howe e , he
Fig. 2. Scheme o ope a ion o he hickening sys em du ing Pe iods I (A), II (B), III and IV (C). Lamella se ling ank (LS); hickene 1 (TK-1); hickene 2 (TK-2);
o e low ank 1 (OT-1); o e low ank 2 (OT-2); sc ape o hickene 1 (ST-1); sc ape o hickene 2 (ST-2); pe is al ic pumps (P-1, P-2 and P-3). S eams (g een
colo ): pu ge o se ling ank (Q
i
), pu ge o hickene -1 (Q
u1
), o e low o hickene -1 (Q
o1
), pu ge o hickene -2 (Q
u2
) and o e low o hickene -2 (Q
o2
). In Pe iod I,
samples o he o e low (Q
o1
) we e no a ailable due o he lack o collec ion equipmen o he o e low. The Q alues a e exp essed in L/d. (Fo in e p e a ion o he
e e ences o colo in his igu e legend, he eade is e e ed o he web e sion o his a icle.)
A. O iz e al.

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6
concen a ion in he se ling ank pu ge was ela i ely cons an (Fig. 3).
The concen a ion o TS in he biomass in each ha es ing s ep is
p esen ed in Fig. 4. In Pe iod I, he TS concen a ion in he biomass
ha es ed om he se le (i.e. he in luen o he hickene ) anged
be ween 2.4 g/L and 4.9 g/L, while he TS o he biomass collec ed om
he hickene anged om 5.3 g/L o 7.6 g/L (Fig. 4A). This inc ease
en ails an o e all CF o 1.9 ±0.5 and RE o 28 ±8% as indica o s o he
hickening capaci y o one single ank. In spi e o he inc ease in he
concen a ion o TS, he inal concen a ion achie ed du ing his pe iod
was s ill lowe han he a ge ed objec i e (20 g/L). This a he low
concen a ion was mainly a ibu ed o an inadequa e ope a ion o he
sc ape , which could esuspend he solids du ing i s ope a ion. In
addi ion, i was obse ed ha he u bulence gene a ed by he en ance
o he in luen s eam was likely o ha e a nega i e e ec in he se ling
p ocess inside he hickene .
The e o e, a second hickening s age was added, in o de o eed i
wi h a lowe olume o biomass, bu mo e concen a ed. This way, i was
expec ed ha a g ea e amoun o biomass could each he bo om o he
second hickene , which would a o he comp ession p ocess, and
he e o e, a g ea e concen a ion o he biomass in he unde low
e luen .
In Pe iod II, he a e age TS concen a ion om he se le was
sligh ly highe han he one in he p e ious pe iod (4.3 ±1 g/L).
Howe e , he concen a ion o TS ob ained in bo h hickene s was s ill
poo (Fig. 4B). Unexpec edly, in one o he sampling days (Day 2) he TS
concen a ion in he hickene s was e en lowe han in he se ling ank.
The ins alla ion o he second hickene did no esul ed in a signi ican
inc ease o he a e age TS concen a ion (6.2 ±5.2 g/L in he i s
hickene and 5.9 ±3.6 g/L in he second one). The o e all CF and RE
we e 1.5 ±1.1 and 53 ±51%, espec i ely. These esul s show a high
a iabili y and a low pe o mance o he hickene s.
In o de o iden i y he causes o his beha io , samples o he pu ge
o he hickene s we e collec ed a egula ime in e als o isual
obse a ion, as desc ibed in sec ion 2.3.1. Fig. 5 shows pic u es o he
samples collec ed on Day 2, which was he day showing he wo s pe -
o mance. I can be obse ed ha in he i s hickene (Fig. 5A) a sig-
ni ican amoun o mic oalgal biomass was collec ed du ing he i s 30 s
o pu ge ( i s 2 samples), while du ing he emaining 30 s he amoun o
biomass was negligible. This ope a ion was epea ed o all he 9 pu ges
o he day, showing a simila beha io in e e y pu ge e en . Rega ding
he pu ge o he second hickene (Fig. 5B), a high amoun o biomass
was only obse ed du ing he i s 30 s o he pu ge, while i was
negligible du ing he emaining 3 min and 30 s. Tha was a ibu ed o
a holing: mos o he biomass was s uck o he hoppe wall and almos
clean o cla i ied wa e was pu ged om he hickene .
I should be highligh ed ha , in his expe imen al pe iod he i s
hickene was wo king wi h 9 pu ge e en s pe day and wi h a sc ape ,
which acili a ed he collec ion o he biomass du ing he pu ge, by
sc aping he inne wall o he ank and de aching he s uck biomass. On
he con a y, he second hickene was wo king wi hou sc ape and
wi h only 1 pu ge e en pe day. This is a highly p obable eason o he
low pe o mances achie ed in hickene 2.
In Pe iod III, he TS concen a ion in he pu ge om he se ling ank
was simila o he one in Pe iod II. The concen a ion achie ed in bo h
hickene s was clea ly highe han he in luen one (Fig. 4C). Mo eo e ,
as expec ed, he concen a ion achie ed in he second hickene was
highe han ha in he i s one, excep he las sampling day (Day 6), in
which a high TS concen a ion (17.3 g/L) was eached in he i s
hickene . Fig. 4C shows ha he TS concen a ion ob ained in he sec-
ond hickene ollowed a simila end o he in luen biomass concen-
a ion om he se ling ank, sugges ing ha he ope a ion o he
hickene s emained mo e s able and s eady compa ed o he p e ious
pe iods.
The concen a ion achie ed in he second hickene was always
highe han 10 g/L, wi h an a e age o 12 ±1.5 g/L (no e he ela i ely
small s anda d de ia ion). E en ually, a maximum o 13.8 g/L was
eached in Day 6. This is a sui able solids concen a ion o he subse-
quen anae obic diges ion p ocess, bu s ill lowe han he ini ial
objec i e o 20 g/L. A u he inc ease o he biomass concen a ion
would educe he amoun o wa e o be pumped and p ocessed in he
downs eam p ocesses.
The CF in bo h hickene s du ing his pe iod is shown in Fig. 6. All
he alues a e highe han 1, indica ing a success ul and s able hick-
ening, excep he las sampling day, in which CF2 was 0.8. This indica es
ha TS concen a ion dec eased in he second hickene compa ed o he
i s one, which was a ibu ed o he abo e-men ioned high TS con-
cen a ion eached in he i s hickene . The o e all CF was 3.0 ±0.7,
2.1 ±0.9 in he i s hickene and 1.6 ±0.5 in he second one. I means
ha he second hickene con ibu ed o he comp ession o he biomass,
inc easing he TS concen a ion o he hickened mic oalgal biomass by
a ac o o 1.6.
Visual obse a ion o samples o he pu ge was ca ied ou also in his
pe iod, in o de o be e analyze he imp o emen in he pe o mance o
he hickene s compa ed o he p e ious pe iods. Pic u es o he samples
collec ed in Day 6 om he i s hickene a e shown in Fig. 7. I can be
obse ed ha he biomass was success ully collec ed om bo h hick-
ene s du ing he pu ge. The concen a ion o mic oalgae was quali a-
i ely high du ing he whole pu ge in bo h hickene s. The clea
imp o emen in he mic oalgal biomass collec ion om he second
hickene was a ibu ed o he u iliza ion o he sc ape , which acili-
a ed he collec ion o biomass by sc aping he wall whe e biomass could
emain s uck and a oiding he a holing du ing he pu ge. Howe e , he
mic oalgae biomass concen a ion inside he hickene seemed o be (by
isual obse a ion) highe ha he concen a ion in he pu ge. Tha
obse a ion sugges ed ha he ope a ion o he sc ape acili a ed he
collec ion o biomass, bu a he same ime, i could esuspend some
biomass, educing he concen a ion o TS in he pu ge compa ed o he
one inside he hickene . Thus, he ope a ional s a egy o he sc ape s
could be imp o ed, as i was p oposed and es ed in he nex expe i-
men al pe iod.
In Pe iod IV, he ope a ing ime o he sc ape s was educed, and he
TS concen a ion inc eased in bo h hickene s (Fig. 4D). I should be
highligh ed ha he inc ease o he concen a ion o he hickened
biomass came along wi h an inc ease o he in luen TS concen a ion
du ing his pe iod. Indeed, he in luen concen a ion sligh ly inc eased,
wi h an a e age o 7.4 g/L, which was due o a highe p oduc ion o
biomass in he PBRs oge he wi h a s able and success ul ope a ion o
he lamella se le [15]. Ne e heless, he inc ease o TS concen a ion
in he hickene s was no iceable, achie ing an a e age alue o 10.5 g/L
in he i s hickene and 22.1 g/L in he second one. This inal alue
success ully ul illed he desi ed concen a ion o eeding he subse-
quen anae obic diges ion p ocess.
The inc ease o biomass concen a ion achie ed in bo h hickene s,
quan i ied by he CF, is p esen ed in Fig. 8. The CF emained s able o e
1 in bo h cases, apa om he wo las alues o CF1, which we e close
Fig. 3. E olu ion o he concen a ion o TS in he pu ge o he se ling ank
and he hickening p ocess du ing he ou expe imen al pe iods (no e ha
hickened biomass co esponds o he pu ge om hickene 1 in Pe iod I and o
he pu ge o hickene 2 in he o he pe iods).
A. O iz e al.
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
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o 1. In a e age, an inc ease by a ac o o 1.5 was ob ained in he i s
hickene , while i eached 2.3 in he second one. The o e all CF eached
an a e age alue o 3.6, no ably highe han hose ob ained in he
p e ious pe iods, in pa icula , almos 1 poin highe han he one in
Pe iod III.
Pic u es o he samples collec ed on Day 4 a e shown in Fig. 9.
Samples aken du ing a pu ge o he i s hickene a e shown in Fig. 9A,
while samples aken du ing he pu ge o he second hickene a e shown
in Fig. 9B. The pic u es con i m he success ul collec ion o biomass
du ing he pu ge in bo h hickene s and, pa icula ly, i was no iceable
by isual obse a ion he high concen a ion o hickened biomass om
he second hickene .
In Pe iod IV, he o e all daily olume o mic oalgal biomass ed om
he se le and he daily olume o hickened biomass collec ed in he
second hickene we e kep cons an compa ed o he p e ious pe iod.
The e o e, he su ace loading a e and HRT emained he same.
Ne e heless, bo h he hickened TS concen a ion and he CF imp o ed
in his pe iod. The inc ease o he hickened TS concen a ion could be
a ibu ed o: (i) he highe TS in luen concen a ion du ing his pe iod,
and (ii) a be e pe o mance o he hickene s. The imp o emen o he
pe o mance o he hickene s was con i med by he be e CF, and, o
he au ho s knowledge, his was no due o he inc ease in he in luen
TS load, bu a he o an imp o emen o he hickening p ocess.
The e o e, he esul s imply ha he op imiza ion o he sc ape s’
ope a ional s a egy had a posi i e e ec in he hickening p ocess. As
addi ional in o ma ion, he wa e empe a u e inc eased om he
beginning (Feb ua y) un il he end (Ap il) o he s udy abou 10 ◦C.
Wa e empe a u e was no con olled, since he expe imen al sys em
was an ou doo pilo plan a demons a i e scale, and he e ec o
empe a u e was no speci ically s udied. The empe a u e inc ease
could ha e a bene icial e ec in he se ling beha io , bu i was no
expec ed o a ec he hickening pe o mance o a g ea ex en . All in all,
i is conside ed ha he esul ing TS concen a ion has been boos ed by
bo h he highe in luen concen a ion and he op imiza ion o he
Fig. 4. TS concen a ion in he se le and hickene s pu ges in he ou expe imen al Pe iods.
Fig. 5. Samples collec ed in Pe iod II, Day 2. (A) Pu ge samples o one pulse in i s hickene , aken e e y 15 s o a minu e o pulse; (B) Pu ge samples o one pulse
in second hickene , aken e e y 30 s o ou minu es o pu ge. The samples we e a anged in ch onological o de .
Fig. 6. Concen a ion Fac o (CF) in he i s and second hickene s and o e all
CF du ing Pe iod III.
A. O iz e al.
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
8
ope a ional s a egy. I is supposed ha he educ ion o he ope a ing
ime o he sc ape s allowed he hickened biomass o be collec ed a a
highe concen a ion. A he beginning o he pu ge, du ing he i s
minu e, he sc ape was s opped, a oiding mixing and esuspension o
he biomass. I was obse ed ha he biomass s o ed in he hoppe o he
hickene was no dis u bed and he i s laye s o hickened biomass
we e sa is ac o ily collec ed a a high concen a ion ( he olume pu ged
in 1 min co esponds o abou 30% o he olume o he hoppe ). Then,
he sc ape wo ked o 1 min in he i s hickene and 1 min in he
second one, de aching he biomass a ached o he inne walls o he
hickene s, which o he wise would be e ained inside he hickene s and
no collec ed du ing he pu ge, as was obse ed in Pe iod II. The sc ape
was u ned o one minu e be o e he end o he pu ge, in o de o educe
he mixing and esuspension caused by he ac ion o he sc ape ,
allowing he biomass o se le down and be collec ed by he pu ge om
he bo om o he ank.
3.2. Loss o biomass in he o e lows
In Pe iod I, he low balance esul ed in an o e low o 154 L/d.
Un o una ely, he concen a ion o TSS in he o e low in his pe iod
was no measu ed, he e o e, he biomass loss L h ough he o e low
was no a ailable.
In Pe iod II, acco ding o he low a es, he balance esul ed in an
o e low o 121 L/d in he i s hickene and 31 L/d in he second one.
The concen a ion o TSS in he supe na an o bo h hickene s
(Fig. 10A) was low in all he samples (25 mg/L o lowe ), excep he one
on Day 3 in he i s hickene , which eached 116 mg/L. This peak
co esponds o he lowes TS concen a ion in he pu ge o he i s
hickene (3.9 g/L, Fig. 4B), which sugges s ha he ope a ion o he
hickene su e ed mal unc ion ha day. Apa om ha day, wa e
cla i ica ion pe o med sa is ac o ily in bo h hickene s.
The o e all L was 0.8 ±1% in he i s hickene and 0.2 ±0.1% in
he second one which can be conside ed a e y small biomass loss.
In Pe iod III, he daily olume o o e low om he i s hickene
was 120 L/d, while om he second hickene i was 92 L/d. The con-
cen a ion o TSS in he o e low o bo h hickene s was measu ed wice
in his pe iod as shown in Fig. 10B. The concen a ion was low in all he
samples (80 mg/L o lowe ), gi ing a loss o biomass L1 and L2 o 0.4 ±
0.6 and 0.2 ±0.1%, espec i ely.
In Pe iod IV he o e low a es we e he same as in he p e ious
pe iod. The TSS concen a ion in he o e low o bo h hickene s was
analyzed h ee imes in his pe iod (Fig. 10C). The concen a ion o TSS
anged be ween 34 mg/L and 219 mg/L in he o e low o he i s
hickene and be ween 9 mg/L and 103 mg/L in he second one. Those
alues we e highe han in p e ious pe iods, which was a ibu ed o he
highe amoun and concen a ion o biomass in he whole sys em. In
spi e o hose highe alues, he o e all loss o biomass h ough he
o e low was s ill low, less han 1% o he in luen biomass in bo h
hickene s (L1 0.8 ±0.3% and L2 0.4 ±0.3%).
3.3. O e all discussion and p ac ical conside a ions
The p og essi e imp o emen achie ed along he s udy h ough he
di e en pe iods is e iden . The di icul ies o hickening mic oalgal
biomass in g a i y hickene s a demons a i e scale o ced he au ho s
o explo e di e en con igu a ions o he sys em and ope a ional s a-
egies in o de o op imize he pe o mance and make i easible o
collec he biomass wi h an adequa e TS concen a ion. The e olu ion o
he a e age TS concen a ion o he hickened biomass achie ed in he
consecu i e expe imen al pe iods o he s udy a e summa ized in
Fig. 11A. In Pe iod I, wi h a single hickene , he concen a ion o he
hickened biomass was a om he objec i e o 20 mg/L. The ins al-
la ion o wo hickene s in se ies in Pe iod II did no allow o achie e a
be e pe o mance han using only one hickene . A TS concen a ion o
5.8 ±3.6 g/L was ob ained wi h he second hickene compa ed o 6.3
±1.1 g/L du ing Pe iod I. Indeed, he e was no signi ican di e ence
be ween bo h pe iods. The e o e, he second hickene , wi hou sc ape ,
did no b ing an imp o emen o he o e all pe o mance. I was
Fig. 7. Samples collec ed in Pe iod III, Day 6. (A) Pu ge samples o one pulse in i s hickene , aken e e y 15 s o wo minu es o pu ge; (B) Pu ge samples o one
pulse in second hickene , aken e e y 30 s o ou minu es o pu ge. The samples we e a anged in ch onological o de .
Fig. 8. CF in he i s (CF1) and second (CF2) hickene s and o e all CF du ing
Pe iod IV.
Fig. 9. (A) Pu ge samples o one pulse in i s hickene , aken e e y 15 s o wo minu es o pu ge; (B) Pu ge samples o one pulse in second hickene , aken e e y
30 s o ou minu es o pu ge, in Pe iod IV, Day 4. The samples we e a anged in ch onological o de .
A. O iz e al.
Sepa a ion and Pu i ica ion Technology 281 (2022) 119830
9
obse ed ha he collec ion o biomass did no pe o med sa is ac o ily,
and he ins alla ion o a sc ape was p oposed o o e come his issue.
Thus, in Pe iod III, wi h he sc ape , he pe o mance o he sys em
imp o ed, inc easing he TS concen a ion o he hickened biomass.
Despi e he s a is ical analysis does no epo signi ican di e ences
be ween his pe iod and he p e ious ones, he inc ease in TS
concen a ion seems e iden , doubling he concen a ion achie ed in
Pe iods I and II. The absence o signi ican di e ences was a ibu ed o
he high a iabili y o he esul s, which is usual in ou doo sys ems a
demons a i e scale. Ne e heless, he objec i e o 20 g/L o biomass
concen a ion was s ill no achie ed. The ope a ion o he sc ape s,
which wo ked simul aneously o he pu ge pumps and du ing he whole
pu ge e en s, was hen modi ied in he las pe iod, aimed a inc easing
he hickened biomass concen a ion. The p oposed goal o 20 g/L o TS
was achie ed du ing Pe iod IV in 70% o he sampling days h ough he
educ ion o he ope a ional ime o he sc ape s. Such modi ica ion
allowed he eco e y o he biomass a ached o he inne walls o he
hickene s, minimizing he esuspension o he biomass and achie ing a
maximum alue o 26.5 g/L o TS. The TS concen a ion du ing his
pe iod was signi ican ly highe han hose ob ained in he h ee p e ious
pe iods. Summa izing, he mul i-s age app oach in combina ion wi h
he use o sc ape s esul ed clea ly bene icial o achie e a success ul
pe o mance o he g a i y hickening.
These esul s a e con i med by he o e all CF and RE o he ou
pe iods, which a e summa ized in Fig. 11B. The o e all CF eached an
a e age alue o 3.6 in Pe iod IV, highe han hose ob ained in he
p e ious pe iods. I means ha he ope a ion o he hickene s educed
he olume o he biomass ha es ed in he se le by a ac o o 3.6,
he e o e educing he size, powe equi emen s and ope a ional cos s o
he subsequen downs eam p ocesses. In his case, no signi ican di -
e ences we e obse ed be ween he o e all CF o he di e en pe iods,
which was a ibu ed o he high a iabili y o he esul s. Howe e , as i
can be obse ed in Fig. 11B, he CF inc easing end in pe iods III and IV
is no iceable. On he o he hand, he o e all RE eached an a e age o
40% in Pe iod IV also highe han hose ob ained in he p e ious pe-
iods, bu a om a comple e eco e y o 100%. Again, he e we e no
signi ican di e ences in he o e all RE, bu he RE inc easing end in
Pe iods III and IV was clea and simila o he CF end (Fig. 11B). The
low RE alue con as s wi h he o e all loss o biomass h ough he
o e low, which was less han 1% o he in luen biomass in bo h
hickene s. This was a ibu ed o he diges e eeding a e du ing his
s udy (26.4 L/d), which was oo low o eco e all he biomass
Fig. 10. Concen a ion o TSS in he o e lows o he wo hickene s in he expe imen al Pe iods II, III and IV.
Fig. 11. (A) Concen a ion o TS in he hickened biomass achie ed in he ou
pe iods; (B) O e all Concen a ion Fac o and Reco e y E iciency achie ed in
each pe iod.
a,b
Le e s indica e a signi ican di e ence (
α
=0.05) be ween he
concen a ions and CF and RE alues o he di e en pe iods a e Tukey es .
A. O iz e al.