HAL Id: hal-00877680
https://hal.archives-ouvertes.fr/hal-00877680
Submitted on 29 Oct 2013
HAL is a multi-disciplinary open access
archive for the deposit and dissemination of
sci-entific research documents, whether they are
pub-lished or not. The documents may come from
teaching and research institutions in France or
abroad, or from public or private research centers.
L’archive ouverte pluridisciplinaire HAL, est
destinée au dépôt et à la diffusion de documents
scientifiques de niveau recherche, publiés ou non,
émanant des établissements d’enseignement et de
recherche français ou étrangers, des laboratoires
publics ou privés.
Phase equilibrium of the CO2/glycerol system:
Experimental data by in situ FT-IR spectroscopy and
thermodynamic modeling
Yaocihuatl Medina-Gonzalez, Thierry Tassaing, Séverine Camy,
Jean-Stéphane Condoret
To cite this version:
Yaocihuatl Medina-Gonzalez, Thierry Tassaing, Séverine Camy, Jean-Stéphane Condoret. Phase
equilibrium of the CO2/glycerol system: Experimental data by in situ FT-IR spectroscopy and
thermodynamic modeling. Journal of Supercritical Fluids, Elsevier, 2013, vol. 73, pp. 97-107.
�10.1016/j.supflu.2012.11.012�. �hal-00877680�
O
pen
A
rchive
T
OULOUSE
A
rchive
O
uverte (
OATAO
)
OATAO is an open access repository that collects the work of Toulouse researchers and
makes it freely available over the web where possible.
This is an author-deposited version published in :
http://oatao.univ-toulouse.fr/
Eprints ID : 9936
To link to this article
: doi:10.1016/j.supflu.2012.11.012
URL :
http://dx.doi.org/10.1016/j.supflu.2012.11.012
To cite this version
: Medina-Gonzalez, Yao and Tassaing, Thierry
and Camy, Séverine and Condoret, Jean-Stéphane Phase equilibrium of
the CO2/glycerol system: Experimental data by in situ FT-IR
spectroscopy and thermodynamic modeling. (2013) The Journal of
Supercritical Fluids, vol. 73 . pp. 97-107. ISSN 0896-8446
Any correspondance concerning this service should be sent to the repository
administrator:
staff-oatao@listes-diff.inp-toulouse.fr
Phase
equilibrium
of
the
CO
2
/glycerol
system:
Experimental
data
by
in
situ
FT-IR
spectroscopy
and
thermodynamic
modeling
Y.
Medina-Gonzalez
a,b,c,1,2,
T.
Tassaing
c,∗,
S.
Camy
a,b,1,
J.-S.
Condoret
a,b,∗∗aUniversitédeToulouse,INPT,UPS,LaboratoiredeGénieChimiqueUMRCNRS5503,4,AlléeEmileMonso,F-31030Toulouse,France bCNRS,LaboratoiredeGénieChimique,F-31432Toulouse,France
cInstitutdeSciencesMoléculaires,UMR5255CNRS,UniversitéBordeaux,351,coursdelaLibération,33405TalenceCedex,France
Keywords: Glycerol SupercriticalCO2 Biphasicsystem Phaseequilibrium Infraredspectra Thermodynamicmodeling
a
b
s
t
r
a
c
t
PhaseequilibriumexperimentaldatafortheCO2/glycerolsystemarereportedinthispaper.The
mea-surementswereperformedusinganinsituFT-IRmethodfortemperaturesrangingfrom40◦Cto200◦C
andpressuresupto35.0MPa,allowingdeterminationofthemutualsolubilityofbothcompounds. Con-cerningtheCO2richphase,itwasobservedthattheglycerolsolubilityinCO2wasextremelylow(in
therangeof10−5inmolefraction)inthepressureandtemperaturedomainsinvestigatedhere.
Con-versely,theglycerolrichphasedissolvedCO2 atmolefractionsupto0.13.Negligibleswellingofthe
glycerolrichphasehasbeenobserved.Modelingofthephaseequilibriumhasbeenperformedusing thePeng–Robinsonequationofstate(PREoS)withclassicalvanderWaalsonefluidandEoS/GEbased
mixingrules(PSRKandMHV2).Satisfactoryagreementwasobservedbetweenmodelingresultsand experimentalmeasurementswhenPSRKmixingrulesareusedincombinationwithUNIQUACmodel, althoughUNIFACpredictiveapproachgivesunsatisfactoryrepresentationofexperimentalbehavior.
1. Introduction
Recently,interestinbiphasicsystems,whichcouple supercrit-icalCO2andaconventionalliquidsolventhavebeenhighlighted
[1,2],astheycanprovideinnovativereactionmedia.Theinterest ofthesebiphasicsystemsismaximumwhenthepartnersolventis abiosourcedsolventbecausesuchsystemsbecomethen environ-mentallyfriendly.Suchbiphasicsystemsareusefultoovercome thelimitedsolvatingpowerofpurescCO2,especiallyinrespectto
homogeneouscatalysiswhereinthiscasecatalystscanbemore easilysolubilizedintheliquidsolvent.Theycanalsoalleviatethe drawbackoftheconventionaluseofbiosourcedsolventswhoselow volatilityusuallyhandicapseasyrecoveryofthereactionproducts. Indeed,supercriticalCO2canbeusedtorecoverthereaction
prod-uctsbyextractionfromtheliquidphase.Inaddition,thesebiphasic systemscanbeconsideredasintensifiedsystemsbecause,inthis case,reactionandseparationareoperatedinonesinglestep.
∗ Correspondingauthor.Tel.:+330540002892;fax:+330540008402. ∗∗ Correspondingauthorat:UniversitédeToulouse,INPT,UPS,Laboratoirede GénieChimiqueUMRCNRS5503,4,AlléeEmileMonso,F-31030Toulouse,France. Tel.:+330534323697;fax:+330534323707.
E-mailaddresses:t.tassaing@ism.u-bordeaux1.fr(T.Tassaing),
jeanstephane.condoret@ensiacet.fr(J.-S.Condoret).
1 Tel.:+330534323713;fax:+330534323707. 2 Tel.:+330534323670;fax:+330534323697.
Amongthebiosourcedsolvents,glycerolisofprimeinterestas itisabyproductinbiodieselfabricationanditisthereforevery eas-ilyavailable.Provideditspotentialownchemicalreactivityisnot problematic,glycerolcanbeproposedasanalternativereaction mediumforwater,whenwaterisnotsuitableduetoitshydrolytic powerorinthecaseofdehydrationreactionsforinstance.Glycerol hasbeenshowntobeaninterestingalternativefordifferentorganic synthesis [3,4] asfor instanceselective reduction of aldehydes, ketonesandb-ketoesterswithNaBH4[5].Severalotherexamples
havebeengatheredina reviewbyDiaz-Alvarez etal.[6]. Stud-iesbyJérômeandGu[7–9],haveshownthat,insomereactions, suchastheAza-Michaelreactionofp-anisidineandtheMichael reactionofindole,glycerolusedassolventiscapabletoachieve yieldsupto80%undercatalyst-freeconditions,theseyieldsbeing higherthanthoseobtainedwithusualsolvents.Thesameresearch grouphasdeveloped aseriesofcatalystscombinedwith sugar-based-surfactantsoforganicsubstrateswhichfavorsmasstransfer oforganicsubstratesandlimitstheundesiredreactivityof glyc-erol [10].However,drawbacksin theutilizationof non-volatile solvents,suchasglycerol,arestilltheuneasyrecoveryofproducts andrecyclingofcatalysts.Inthiscontext,biphasicsystemsusing supercriticalCO2(scCO2)asapartnerphasemakeitpossiblethe
solubilizationofthecatalystintheglycerolphasewhileproducts areextractedbyscCO2[9,11,12].
Inthiscontext,oneprerequisiteforeffectivedesignandcontrol ofsuchbiphasicsystemsistheknowledgeofthephaseequilibrium
ofthemixture.Also,understandingtheeffectsofdissolvedCO2on
thephysicochemicalpropertiesoftheglycerol-richphaseis impor-tantforreactiondesign[13,14].Indeed,CO2modifiesthepolarity
ofthesolventand,forinstance,fromthiseffect,initiallymiscible compoundsarelikelytobecomeimmisciblewhenthesolventis pressurizedwithCO2,evenatmoderatepressures(5.0MPa)[15].
So,CO2canthenactasaswitchtocontrolthepolarityand
solvat-ingpropertiesofthepartnersolvent,allowingrecoveryofcatalysts, products,byproducts,andsoon.Despitethisrecentgrowing inter-estforscCO2/glycerolsystem,phaseequilibriumexperimentaldata
arescarceandnotyetfullyvalidated.Onlytwostudiesupon exper-imentaldeterminationsofsolubilityofglycerolinpressurizedCO2
havebeenpublished[16,17]andtheirresultsarenotincoherence. Toperformaccuratemeasurementsofconcentrationsofthephases inequilibrium,thetechniqueofinsituFTIRspectroscopycanbe proposed.Thismethodhasbeenpreviouslysuccessfullyappliedin phaseequilibriumstudiesforthedeterminationoftheCO2sorption
andswellinginliquids[18,19]andinpolymers[20,21].In particu-lar,wewouldliketostressthatmolarabsorptioncoefficientsofCH– stretchingvibrationalmodesandcombinationbandsareexpected toexhibitlittlesensitivityupontemperatureandpressure condi-tions[20,22,23].Forexample,Bubacketal.[24]haveshownthat themolarabsorptioncoefficientofcombinationbandsofCO2were
almostindependentoftheCO2density.Therefore,IRspectroscopy
allowsdeterminingtheconcentrationofagivenspecieinamixture withastatisticalerrorlowerthan10%.
Also,modelingofscCO2–glycerolphaseequilibriumhasbeen
alreadyproposed[25]butthelackofexperimentalresultsdidnot allowvalidationofthemodel.Suchcalculationsareusefulbut accu-ratepredictionofCO2–glycerolphaseequilibriumhasnotbeenyet
fullydevelopedandcomparedwithexperimentalresults. Inthiscontext,thepurposeofthepresentworkisto experi-mentallydeterminethephasebehavioroftheCO2/glycerolsystem
usinginsituFTIRspectroscopyandtoproposeanadequate ther-modynamicmodelingofthephaseequilibriumdata.
2. Experimental 2.1. Materials
Dry glycerol with purity of ≥99.5% was purchased from Sigma–Aldrich;watercontentwasdeterminedbytitrationwith a Mettler-Toledo DL38 Karl–Fischer titrator and found to be 0.04%. CO2 N45 was obtained from Air Liquide. All chemicals
wereusedwithoutfurtherpurification.ABioRadFTS-60A inter-ferometer equippedwitha globar asinfrared source,a KBr/Ge beamsplitterandaDTGS(deuteratedtriglycinesulfate)detector hasbeenemployedto recordsinglebeam spectrainthe range of 400–6000cm−1. Single beam spectra recorded with 2cm−1
resolutionwereobtainedfromtheFouriertransformationof 30 accumulatedinterferograms.
2.2. Apparatusandprocedure
Thehigh-pressurecellandtheinfraredsetupusedforphase behaviordetermination experiments havebeen described thor-oughly elsewhere [18]. Solubility of glycerol in CO2 has been
determinedusingacellwithanopticalpath lengthof25.3mm andequippedwithgermaniumwindows,employingthefollowing procedure:bottomofthecellwasfilledwithdryglyceroland a magneticbarwasplacedinside.Thecellwastightlyclosedthen placedinsidetheinterferometerandthermostatedatthedesired temperatureusingcartridgeheaters.CO2waspumpedinsidethe
celltothedesired pressure and thesystemwasagitatedusing a magneticstirrer. Afteran equilibrationperiod of at least3h,
Table1
MolarextinctioncoefficientsofglycerolandCO2fordifferentabsorptionbands.
Glycerol CO2
Groupfrequency C–H C–H 22+3
Wavenumber(cm−1) 2933 2883 3696
ε(Lmol−1cm−1) 49.78 47.61 10.978
FT-IRspectra of theCO2 rich phase wereobtained. During the
stabilizationof the operating conditions (weak decreaseof the pressurebetween1 and10barthatwascompensatedwiththe manualpump),consecutivespectrawererecordedevery30min. Equilibriumhasbeenconsideredasreachedwhenatleastthree consecutivespectraspacedby30mindidnotshowanysignificant absorbancedifference.Indeed,asaconsequenceofthehigh vis-cosityofglycerol,ithasbeenobservedthatequilibrationperiod wastemperaturedependentanddecreasedsharplywith tempera-ture:atlowtemperatures(40◦C)equilibrationneededabout120h.
Twoseriesofmeasurementshavebeenperformedforanumberof pointsinspecifiedconditionsoftemperatureandpressuretocheck forthereproducibilityofthemeasurements.
CO2solubilityinglycerolwasdeterminedusingthesame
sys-tembyfillingthecellwithdryglycerol.Theopticalpathlengthwas fixedto0.12mmandsapphirewindowswereusedforthis deter-mination.FT-IRspectraoftheglycerol-richphasehavethenbeen acquired.Solubilityexperimentswereperformedattemperatures rangingfrom40to200◦Candpressuresupto35MPa.
2.3. Dataprocessingforthedeterminationofmutualsolubility andphaseequilibrium
Beer–Lambertlaw(A=ε·L·c,whereAisthesampleabsorbance, εthemolarextinctioncoefficient(Lmol−1cm−1),Ltheopticalpath
length(cm)andcthesampleconcentration(molL−1))wasusedto
calculatetheconcentrationsofglycerolandCO2ineachphase.In
ordertodeterminetheconcentrationofglycerolintheCO2-rich
phase,theabsorbanceofthetwopeakscenteredatabout2933and 2883cm−1associatedtotheCHstretchingmodeofglycerolwas
used.
Asbaselinecorrectioncaninducelargeerrorswhenpeak inte-gratedareais usedforquantification,peakheightwasusedfor thesedeterminationsinordertominimizethiserror.Inorderto determinetheconcentrationofglycerol(Cglycerol)intheCO2-rich
phase,molarextinctioncoefficients(ε)fortwoselectedbandsof glycerolweredetermined fromspectraof aqueoussolutions of glycerolatknownconcentrations(seeTable1).Weemphasizethat thesignaloftheFTIRspectrumofglycerolintheC–Hstretching regionwasthesameinwater andinCO2 whichshows, asitis
expected,thattheC–Hstretchingvibrationalmodesofglycerolare notsensitivetothenatureofthesolvent.Thus,theconcentrations werecalculatedfromtheaverageoftheconcentrationvalues esti-matedwiththetwoconsideredCHpeaksofglycerol(seeTable1). In order to determine the CO2 concentration (CCO2) in the
glycerol-richphase,thepeakheightof the22+3 bandofCO2
centeredat3696cm−1 wasused.Molarextinctioncoefficientof
thisbandwasdeterminedbyrecordingtheinfraredspectraofneat CO2atdifferenttemperaturesandpressures,thedensity
(concen-tration)wasthenobtainedfromliterature[26].Table1showsthe obtainedεvalue.
MolefractionofglycerolintheCO2-richphasehasbeen
calcu-latedas:
xglycerol=
Cglycerol
Cglycerol+CCO2
(1) whereCglycerolistheconcentrationofglycerolasdeterminedbyour
Table2
Densityofpureglycerolatatmosphericpressureasfunctionoftemperature.
T(◦C) Density(kg/m3)a Density(kg/m3) Relativedifferencec
40 1272.3 1248b 0.019 60 1281.3 1235b 0.036 80 1259.2 1223b 0.029 100 1209.3 1209.27b 2.5E−5 120 1189.7 1194.46c 0.004 140 1163.6 1179.51c 0.013 160 1131.0 1164.4c 0.029 180 1116.0 1148.64c 0.028 200 1083.1 1131.78c 0.043
aDatafromthisstudy(precision±5%). bDatafromRef.[27].
c DatafromRef.[48].Calculatedas|obtainedvalue−literaturevalue|
literaturevalue .
Indeed,asthesolubilityofglycerolintheCO2richphaseisverylow
(seebelow),ithasbeenconsideredthattheconcentrationofCO2in
theCO2richphasewasnotaffectedbythepresenceofglyceroland
equaltothatofneatCO2underthesametemperature–pressure
conditions.
MolefractionofCO2 intheglycerol-richphasewasobtained
from: xCO2 =
CCO2
CCO2+Cglycerol
(2) whereCCO2 istheconcentrationofabsorbedCO2intheglycerol
rich-phasedeterminedbyourFTIRmeasurementsandCglycerolis
theconcentrationofneatglycerolobtainedfromFTIR measure-mentperformedonneatglycerolasafunctionoftemperature(see below).Indeed,asitwillbeevidencedbelowinSection3.2, signifi-cantswellingoftheglycerolrichphasebyscCO2wasnotdetectedin
therangeoftemperatureandpressureinvestigatedhere.Therefore, itwasassumedthattheconcentrationofglycerolintheglycerol richphasewasequaltothatofneatglycerolunderthesame tem-peratureconditions.Glyceroldensityatatmosphericpressurehas beencalculatedasafunctionoftemperaturefrompureglycerol spectra,byusingthepeak centered atabout5700cm−1,which
wasassignedto2C–H.Thus,usingtheBeer–Lambertlaw,the
con-centration(density)ofneatglycerolwascalculatedusingthepeak heightofthebandobservedat5700cm−1associatedwiththe2
C–H
overtone.Todeterminethemolarextinctioncoefficientεforthis mode,thespectrummeasuredatT=100◦Cwasusedasareference
andthecorrespondingconcentrationdatareportedintheliterature atthesametemperature[27].Theconcentration(density)valuesof neatglycerolcalculatedusingthismethodareshowninTable2and goodagreementwithvaluesreportedintheliterature[27]canbe observed,relativedifferencebetweenbothvaluesispresentedas well.Thepresentvaluesofdensityhavethenbeenusedtocalculate theconcentrationoftheglycerol-richphase.
Finally,takingintoaccountallthesourceoferrorsassociated withourmethodology(baselinecorrection,constantmolar extinc-tioncoefficient,spectrometerstability),amaximumrelativeerror ofabout±5%intheconcentrationvalueshasbeenestimated.We emphasize thatthereliability of suchmethodology hasalready beendemonstratedinpreviousinvestigationsonthemutual solu-bilityofepoxidewithCO2 [19]andwaterwithCO2[23]wherea
satisfactoryagreementwithliteraturedatawasshown. 2.4. Phaseequilibriummodeling
Thermodynamic modeling was performed using the well-knownPeng–Robinson equationofstate(PREoS)[28],i.e.,with adifferentexpressionofthemitermforcompoundswith
acen-tricfactorgreaterthattheoneofn-decane(0.491)[29],asitisthe caseforglycerol.Inafirstapproach,Peng–RobinsonEoShasbeen
Table3
CharacteristicparametersofpurecompoundsusedinPREoS.
Compound Tc(K) Pc(MPa) ω M(kgkmol−1)
CO2[49] 304.21 7.38 0.2236 44.01
Glycerol[50] 850 7.5 0.516 92.09
usedwiththeclassicalvanderWaalsone-fluidmixingrule(vdW1f) foraandbparameters.Classicalcombiningrules,i.e.,geometric meanrulewithkijbinaryinteractioncoefficientforaijparameter,
andarithmeticmeanrule,withoutanyinteractioncoefficient,for bijparameterhavebeenused.Finally,aandbparametersofthe
mixtureareobtainedfromthefollowingequations: a(T )= n
X
i=1 nX
j=1 zizjp
aiaj(1−kij) (3) b= nX
i=1 zibi (4) with ai=0.457235529· R2T2 c,i Pc,i ·˛i(T ) (5) bi=0.0777960739·RTc,i Pc,i (6) Thecomputationprocedurefortheparameter˛i(T)dependsonthetemperatureandacentricfactorvaluesofthecompound.For compoundsabovetheircriticaltemperature,˛i(T)iscalculatedas
recommendedbyBostonandMathias[30]: ˛i(T )=[exp[ci(1−Tr,idi)]] 2 (7) with di=1+ mi 2 (8) ci=1− 1 di (9) if ωi≤0.491 then mi=0.37464+1.54226ωi−0.26992ω2 i (10) if ωi>0.491 then mi=0.379642+1.48503ωi −0.164423ω2 i +0.016666ω 3 i (11)
Else, if T<Tc,i, the conventional expression of ˛i(T) for
Peng–Robinsonisused: ˛i(T )=[1+(0.37464+1.54226ωi−0.26992ω2 i)(1−
p
Tr,i)]2 if ωi≤0.491 (12) ˛i(T )=[1+(0.379642+1.48503ωi−0.164423ω2i+0.016666ω 3 i)(1−p
Tr,i)] 2 if ωi>0.491 (13)PurecomponentpropertiesofCO2andglycerolnecessaryforthese
calculationsarepresentedinTable3.
Carbondioxideandglycerolexhibitverydifferentpolarityand theso-calledEoS/GEapproachisthenexpectedtobemore
appro-priatetomodelhigh-pressurefluidphaseequilibriaofthissystem. Indeed,thiskindofmixingrulesenlargesthefieldofapplicationof
Table4
SummaryofthemodelsusedinthisworktorepresentCO2–glycerolphaseequilibrium.
Nameoftheglobalmodel Equationofstate Mixingrule Activitycoefficientmodel Binaryinteractioncoefficients
PR PR Conventional – kij=f(T)
PSRK-UNIFAC PR PSRK UNIFACPSRK –
PSRK-UNIQUAC PR PSRK UNIQUAC Aij=f(T)/Aji=f(T)
MHV2-UNIFAC PR MHV-2 UNIFACLyngby –
MHV2-UNIQUAC PR MHV-2 UNIQUAC Aij=f(T)/Aji=f(T)
cubicequationofstatetopolarcompoundsathighpressure.This isdoneviatheincorporationoftheexcessGibbsenergy(GE)inthe
calculationoftheenergyparameter,a,oftheEoS.TheexcessGibbs energyiscalculatedusinganactivitycoefficientmodel.Huronand Vidal[31] werethe firstto proposethis approach, and several modelsbased onthis concept have then beendeveloped, such as Wong-Sandler, MHV1, MHV2, PSRK...and were successfully appliedtodescribehighpressurefluidphaseequilibriaofmixtures containingpolarcompounds ([32,33] asexamples). A complete reviewofEoS/GEmixingrulesandtheirrangeofapplicationcan
befoundintherecentbookofKontogeorgisandFolas[34]. ForthepurposeofthisstudyPSRK[35]andMHV2[36,37]mixing ruleshavebeenchosen,inadditiontoclassicalvdWf1mixingrules. Theirability tomodeltheCO2–glycerolthermodynamic
behav-iorhasbeencompared.For bothPSRK andMHV2mixing rules, Peng–RobinsonhasbeenusedastheequationofstateandEqs. (4)–(13)havebeenusedtoevaluatepurecomponentparameters andtocalculatemixtureparameterbofthePREoS.
ForPSRKandMHV2,mixtureparametersareobtainedfrom:
q1 ˛−
X
i zi˛i!
+q2 ˛2−X
i zi˛2i!
= g E 0 RT+X
i ziln b bi (14) ˛= a bRT (15) ˛i= ai biRT (16) withai,biandbobtainedfrom(5),(6)and(4)respectively.InthecaseofPeng–Robinsonequationofstate,q1=0.64663andq2=0
forPSRK model(explicit calculationof ˛)and q1=−0.4347 and
q2=−0.003654forMHV2model(implicitcalculationof˛).Then
anactivitycoefficientmodelhastobechosentodeterminethe valueoftheexcessGibbsenergyatzeropressure(reference pres-sure)gE
0.Attheirinitialdevelopment,authorsofPSRK,soasMHV
mixingrules, coupledtheSRK orPRequationofstatewiththe UNIFACpredictiveactivitycoefficientmodel,leadingtoa predic-tiveway touse cubic equations of state.In thepresent study, PSRKmixingrulehasbeenusedwiththePSRKversionofUNIFAC modelproposedbyFredenslundetal.[38]andmodifiedinsucha waythatbinaryinteractioncoefficientsbetweenfunctionalgroups dependontemperature[35,39]andwithUNIQUACactivity coeffi-cientmodel[40,41].Inasameway,MHV2mixingruleisusedwith theLingbyversionofUNIFAC[42].WhenUNIQUACmodelisused inthemixingrule,twobinaryinteractioncoefficients(AijandAji)
havetobefittedonexperimentaldata.Inthepresentstudy,because ofthelargerangeofinvestigatedtemperatures,binaryinteraction coefficientshavebeenshowntobelinearlytemperature depend-ent.Fluidphaseequilibriacalculationshavebeenperformedusing Excel(Microsoft)coupledwithSimulis®Thermodynamicssoftware
(ProSimS.A,France).Simulis®Thermodynamicscontainsthe
dif-ferentmodelssummarized inTable4.Relativeabsoluteaverage deviation(expressedinpercentage,%AAD)wascalculatedto eval-uateabilityofthemodeltorepresentexperimentaldataforCO2
molefractioninliquidphase(xCO2)andglycerolmolefractionin
thevaporphase(yglycerol).%AADforavariablezisdefinedas:
%AADz= 1 Np Np
X
i=1 ziexp−zcalc i ziexp ×100 (17)whereNpisthenumberofexperimentalvalues.
3. Resultsanddiscussion
3.1. SolubilityofglycerolintheCO2-richphase
Fig.1ashowstheevolutionoftheinfraredspectrainthe spec-tralrange2800–3050cm−1ofglycerolsolubilizedintheCO
2-rich
phase with an increase of pressure from 10.0 to 35.0MPa at 120◦C.aprogressiveincreaseofthepeakscenteredat2883cm−1
and 2933cm−1 assigned to
CH of glycerol can be observed,
resultingfrom theincrease of glycerolconcentration.Fromthe intensityofbothpeaks,theevolutionofthesolubilityofglycerol in the CO2-rich phase as a function of CO2 density at
differ-enttemperatures(seeFig.1b)hasbeencalculated.Asit canbe observed, the values of solubility are very low, and increment oftheCO2densityincreasesthesolubilityofglycerolatagiven
temperature.Infact,glycerolisbarelysolubleinCO2atlow
temper-aturesandatconstantdensity;aslightincrementintemperature inducesasignificantincreaseofsolubility.Ourresultsare interme-diatebetweentheexperimentalresultspreviouslypublishedby SovovaandKhachaturyan[17]andbyElssierandFriedrich[16], whichpresentedadifferenceoftwoordersofmagnitudebetween them.Theauthorshaveattributedthisdifferencetoa0.37wt% dif-ferenceintheglycerolwatercontent.However,itcanbepointed outthatthemethodsusedinbothstudiescaninducesystematic errors,principallywhensolutesolubilityissmall(asinthecaseof glycerol).Inbothpublications,severalpointsarenotprovidedin details,suchasanalysismethodsandequilibrationtime justifica-tion.
Table5shows thecalculatedmolefractionofglycerolinthe CO2-richphase(yglycerol)obtainedfromexperimentalresultsofthe
solubilitypresentedinFig.1b.
Ascanbeconcludedfromthesevalues,amajoradvantageofthe experimentalmethodusedinthisstudyliesinitsabilitytomeasure verylowvaluesofconcentrationwithanacceptableprecision. 3.2. SolubilityofCO2andswellingofglycerolintheglycerol-rich
phase
Asanexample,Fig.2showsthespectralchangesofthe glycerol-rich phase occurringwith an increase of temperature from 40 to200◦C at10.0MPaas aresult of thechangein CO
2
concen-tration in that phase. The peak at 3696cm−1, assigned to the
combinationmode22+3 oftheCO2,decreaseswith
tempera-ture,which resultsfromadecreaseofCO2 concentrationinthe
glycerol-richphasewhentemperatureincreasesfrom40to200◦C.
Thepeakdetectedat4740cm−1,assignedtothecombinationofthe
(OH)+ı(OH)modeoftheassociatedOHofglycerol,presentsashift towards4865cm−1 (dashed lines)when temperatureincreases,
Figure1.(a)SpectralchangesoftheCO2-richphasewiththepressureat120◦C.(b)SolubilityofglycerolasafunctionofCO2molardensityattemperaturesbetween40◦C
and140◦C.Lineshavebeenaddedtoguidetheeye.Errorbarsrepresentthe5%ofrelativeerrorallowedbyourmethod.
Table5
CO2-richphaseequilibriumexperimentaldata.S=solubilityofglycerolinCO2.
40◦C 60◦C 80◦C
P(MPa) yglycerol S(kmol/m3) P(MPa) yglycerol S(kmol/m3) P(MPa) yglycerol S(kmol/m3)
10 4.95×10−5 0.7×10−3 10 4.70×10−5 3.06×10−4 10 7.41×10−5 3.73×10−4 13 6.96×10−5 1.17×10−3 13 4.70×10−5 5.4×10−4 13 6.80×10−5 5.22×10−4 15 7.84×10−5 1.39×10−3 15 7.29×10−5 1.0×10−3 15 9.33×10−5 9.03×10−4 20 1.12×10−4 2.14×10−3 20 1.22×10−4 2.0×10−3 20 1.63×10−4 2.2×10−3 25 1.36×10−4 2.72×10−3 25 1.73×10−4 3.09×10−3 25 2.16×10−4 3.37×10−3 30 1.49×10−4 3.07×10−3 30 2.19×10−4 4.12×10−3 30 2.64×10−4 4.47×10−3 35 1.80×10−4 3.83×10−3 35 2.53×10−4 4.96×10−3 35 3.09×10−4 5.54×10−3 100◦C 120◦C 140◦C
P(MPa) yglycerol S(kmol/m3) P(MPa) yglycerol S(kmol/m3) P(MPa) yglycerol S(kmol/m3)
10 2.41×10−5 1.06×10−4 10 4.18×10−5 1.59×10−4 10 6.93×10−5 2.39×10−4 13 1.93×10−5 1.2×10−4 13 5.25×10−5 2.78×10−4 13 1.05×10−4 4.97×10−4 15 1.58×10−5 1.22×10−4 15 7.61×10−5 4.85×10−4 15 1.53×10−4 8.59×10−4 20 1.21×10−4 1.33×10−3 20 2.20×10−4 2.0×10−3 20 3.44×10−4 2.71×10−3 25 2.37×10−4 3.17×10−3 25 3.93×10−4 4.51×10−3 25 5.50×10−4 5.52×10−3 30 3.46×10−4 5.21×10−3 30 5.31×10−4 7.07×10−3 30 7.83×10−4 9.26×10−3 35 4.44×10−4 7.22×10−3 35 6.66×10−4 9.77×10−3 35 9.60×10−4 1.27×10−2 whichresultsfromaprogressivebreakingofthehydrogenbond
network ofglycerolmolecules,aspreviously reportedforother alcohols[22].Infact,glycerolisahighlyflexiblemolecule form-ingboth intra-and inter-molecularhydrogenbonds; molecular dynamics simulations on this molecule have shown that the numberofinter-molecularhydrogenbondsdecreaseswhen tem-peratureisincreased[43,44].Theintensityofthepeakat4350cm−1
associatedtoa combination mode(CH)+ı(CH) decreaseswith temperature, as a result of the glycerol density decrease. No
glycerolswelling,asaresultofCO2 solubilization,wasobserved
duringourexperimentswithinthe±5%accuracyofour method-ologyasitisshowninFig.3.Indeed,nochangesintheintensity of characteristic bands of glycerolare observed (bandsaround 4000cm−1and4370cm−1)althoughanincreaseofthe
character-isticbandofCO2(3696cm−1)withpressureisclearlypresent.
ThesolubilityofCO2 intheglycerol-richphaseisreportedin
kmol/m3 inFig.4asafunctionofthepressure.Table6presents
theCO2 molefractionintheglycerolrichphase(xCO2)deduced
Table6
Glycerol-richphaseequilibriumexperimentaldata.S=solubilityofCO2inglycerol.
40◦C 60◦C 80◦C P(MPa) xCO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) 5 0.0834 1.25 5 0.0685 1.01 10 0.0807 1.2 7.8 0.1068 1.64 10 0.0981 1.49 15 0.0967 1.47 10 0.1170 1.82 15 0.1065 1.63 20 0.1015 1.55 15 0.1259 1.97 20 0.1114 1.72 30 0.1215 1.89 20 0.1280 2.01 24.9 0.1210 1.88 30 0.1335 2.11 30 0.1215 1.89 100◦C 120◦C 140◦C P(MPa) xCO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) 10 0.0631 0.92 10.2 0.0538 0.78 10 0.0428 0.61 15 0.0753 1.11 15 0.0646 0.95 15 0.0539 0.78 20 0.0900 1.36 20 0.0816 1.22 20 0.0674 0.99 30 0.1183 1.84 24.8 0.0952 1.44 25 0.0922 1.39 30 0.1132 1.75 30 0.1055 1.61 160◦C 180◦C 200◦C P(MPa) xCO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) P(MPa) x CO2 S(kmol/m 3) 10 0.0334 0.47 10 0.0246 0.35 10.2 0.0203 0.28 15 0.0442 0.63 15 0.0369 0.52 15 0.0242 0.34 20 0.0577 0.84 20 0.0470 0.68 20.2 0.0383 0.55 25 0.0821 1.23 25 0.0677 0.99 30 0.087 30 0.0966 1.46 30 0.0875 1.31
fromexperimentaldataofsolubility.Inallcases,atagiven tem-perature,solubilityincreaseswithpressure.Nevertheless,atlow temperature(T=40◦C),thereisastrongincreaseofthesolubility
whenpressureisincreased,upto10MPa.Forgreaterpressures,this effectisleveledoff.Astemperaturesincreases,amoreimportant effectofpressurehasbeenobserved,andatT=200◦C,thiseffect
ismaximal.Inallcases,temperaturehasanegativeeffecton sol-ubilityofCO2inglycerolinthetemperatureandpressureranges
studied.ItcanbeobservedthattheshapeofthecurvesofCO2
sol-ubilityasafunctionofthepressureisdifferentabove140◦C.This
behaviormaybetheconsequenceofasignificantweakeningofthe hydrogenbondedstructureofglycerolabovethistemperature. 3.3. PhasediagramofthescCO2/glycerolsystem
3.3.1. Experimentalresults
PhasediagramfortheCO2–glycerolsystemhasbeenobtained
fromsolubilitymeasurementsfortemperaturesrangingfrom40◦C
to200◦Candpressuresupto35MPaandispresentedinFig.5a.As
describedabove,quitelowmutualsolubilityisobservedbetween
Figure3.Spectralchangesoftheglycerol-richphasewithpressureat40◦C.
CO2andglycerolinthepressureandtemperaturerangesstudied
here.Inthecaseoftheglycerol-richphase,lowquantitiesofCO2
canbedissolved.However,at30MPaand40◦C,aCO
2molefraction
ofupto0.13(Fig.5b)canbeobtained.
ConcerningtheCO2-richphase,whateverthetemperature,the
quasi-verticallinerevealsthelowsolubilityofglycerolinCO2;a
closerlookonFig.5cindicatesanimportanteffectoftemperature onglycerolsolubility.Thisbehavioristypicalforbinarysystems withcompoundsof widelydifferent molarmass and/orcritical temperatures,suchasCO2/waterorCO2/glycolsystems.Such
sys-temsexhibitaliquid–liquidimmiscibilityzoneatlowtemperatures andbelongtotypeIIIoftheclassificationofScottandKonynenburg [45,46].ThelowsolubilityofglycerolintheCO2richphaseisan
importantcharacteristicinrespecttothedevelopmentofbiphasic reactivesystemsusingglycerolasthecatalyticphaseandscCO2as
thereactantsandproductscarrier[12].Indeed,thisinsuresthatlow amountsofglycerolareextractedbyscCO2duringtheseparation
step.
3.3.2. Phaseequilibriummodeling
Models of Table 4 have been used to describe fluid phase equilibriumoftheCO2/glycerolsystem.Aspreviouslymentioned,
Figure4. SolubilityofCO2inglycerolasafunctionofpressureatT=40–200◦C.
Lineshavebeenaddedtoguidetheeye.Errorbarsrepresentthe5%ofrelativeerror allowedbyourmethod.
Figure5. (a)PressureversusCO2molefractiondiagramforthescCO2/glycerolsystem.(b)Glycerol-richphaseand(c)CO2-richphase.Lineshavebeenaddedtoguidethe
eye.
PSRK-UNIFACandMHV2-UNIFACmodelsarepredictive,whilefor PSRK-UNIQUACand MHV2-UNIQUAC modelsbinaryinteraction parametershave tobefittedfromexperimentaldata.Valuesof globalabsoluteaveragedeviations,%AADxCO2and%AADyglycerol(Eq.
(17)),obtainedforeachmodel,togetherwithexpressionsoffitted binaryinteractionparametersaregiveninTable7.Thefittingof experimentaldatahasbeendoneminimizinganobjectivefunction (leastsquaremethod)andresultsarepresentedinTable7where itisfirstnoticeablethat,whateverthemodelused,the%AADon bothphasesarenotverygood,noneofthembeingbelow5%.This showsthat,onaglobalpointofview,PREoSfailstoaccurately representexperimentalbehaviorofthatsystem,evenwithEoS/GE
mixingrules.
ForthePREoSwithclassicalmixingrule,ithasnotbeenpossible touseanobjectivefunctionsimultaneouslyinvolvingcomposition ofliquidphaseandcompositionofthevaporphaseinthesame resolution,becauseinthatcase,itledtogloballypoordescription forbothphases.Especially,theverylowexperimentalmole frac-tionsofglycerolintheCO2richphaseweresystematicallylargely
overestimated.ThusforPRmodelwithclassicalmixingrule,the optimizationmethodwasdonefirstlywiththeleastsquaremethod applied to xCO2 values only (entry 1),that explains the rather
Fied on x kij = 0.0025T - 0.8827 Fied on x kij= 0.0009T - 0.2045 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 300 320 340 360 380 400 420 440 460 480 500 T /K P R b in a ry i n te ra c o n c o e ffi ci e n t kCO2-glycerol Fied on yk=0.0007T + 0.0008
Figure 6.Influence of the temperature on binary interaction coefficients of Peng–RobinsonequationofstatefittedonxCO2oryglycerol.
satisfactoryvalueof%AAD(7.7)fortheglycerolrichphaseinthat case;Thenthefittingwasdoneonyglycerolonly(entry2),giving
acceptable%AADforthevaporphase(61.1,stilloverestimatingthe
Table7
Valuesofbinaryinteractioncoefficientsandcorrespondingvaluesoftherelativeabsoluteaveragedeviations(%AAD)forCO2liquidmolefractionandglycerolvapormole
fractionforeachmodel.
Entry Globalmodel Binaryinteractionparameters %AADxCO2 %AADyglycerol
1 PRfittedonxCO2only kCO2–glycerol=0.009T /K−0.2075 for T≤413K 7.7 345
kCO2–glycerol=0.025T /K−0.8827 for T>413K
2 PRfittedonyglycerolonly kCO2–glycerol=0.0007T /K+0.0008 62.2 61.1
3 PSRK-UNIQUACfittedonbothxCO2andyglycerol ACO2–glycerol/calmol−1=−3.00T /K+1523.31 18.4 57.2
Aglycerol–CO2/calmol
−1
=3.84T /K−1056.75
4 PSRK-UNIFAC – 71.3 297.1
5 MHV2-UNIQUACfittedonbothxCO2andyglycerol ACO2–glycerol/calmol
−1
=75,698.7T /K+358.30 19.5 97.5 Aglycerol–CO2/calmol
−1
=−2.81T /K+2109.18
(a)
(b)
0 5 10 15 20 25 30 35 40 0 0.05 0.1 0.15 0.2 0.25 0.3 xCO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC 0 5 10 15 20 25 30 35 40 0.995 0.996 0.997 0.998 0.999 1 y CO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC 0 5 10 15 20 25 30 35 40 0 0.05 0.1 0.15 0.2 0.25 0.3 xCO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC 0 5 10 15 20 25 30 35 40 0.995 0.996 0.997 0.998 0.999 1 y CO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC(c)
(d)
(e)
(f)
(g)
0 5 10 15 20 25 30 35 40 0 0.05 0.1 0.15 0.2 0.25 0.3 xCO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC 0 5 10 15 20 25 30 35 40 0.995 0.996 0.997 0.998 0.999 1 y CO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUAC 0 5 10 15 20 25 30 35 40 0 0.05 0.1 0.15 0.2 0.25 0.3 xCO2 P / M P a exp PR PSRK-UNIQUAC PSRK-UNIFAC MHV2-UNIQUACFigure7. P-x,ydatafortheCO2/glycerolsystem,experimentaldataandmodelingresults.(aandb)40◦C,(candd)80◦C,(eandf)120◦C,(g)200◦C(kijforPREoSisfrom
glycerolmolefraction),but,inthiscaseworsepredictionswere correlativelyfoundfortheliquidphase(62.2).InthecaseofPR EoS,adetailedstudyoftheinfluenceoftemperatureuponbinary interactioncoefficients hasbeendoneandresultsareplottedin Fig.6.WhenfittingwasrealizedonxCO2 only,twolinear
correla-tionshavebeenevidenced,dependingonthetemperaturerange. Whateverthetemperature,thekij valueofthePREoSispositive
forthissystem,asitisoftenthecasebecauseofoverestimation ofinteractionbetweenmoleculesissuedfromtheuseof geomet-ricmixingrule(Eq.(3)).Moreover,thevalueofkijincreaseswith
temperature,reflectingthedecreaseofthesolubilityofCO2intothe
glycerolrichphaseandtheincreaseofsolubilityofglycerolintoCO2
richphase,becauseself-associationofglycerolbyhydrogen bond-ingisweakerathightemperature,aspreviouslymentioned.Ascan beseeninFig.6,influenceoftemperatureonkijismoreimportant
above140◦Candthisispresumablyaconsequenceoftheobserved
changeofthemixturebehaviorabove140◦C,asitisclearly
observ-ableinFig.4,whereachangeofconcavityoccurswhensolubility ofCO2inglycerolrichphaseversuspressureisplotted.Thesimilar
analysisonkij fittedonyglycerol shows that,ata same
tempera-ture,kijvalueishigher,andthesametendencyisobservedasa
functionofthetemperature(Fig.6).Notethatexperimentalvapor phasecompositionshavebeendeterminedforT<140◦Conly.For
thepurposeofthetargetedapplicationoftheCO2–glycerolsystem
asabiphasicmediumtoperformreactions,informationuponthe amountofCO2solubilizedinglycerolisofprimeinterestbecause
oftheconsequencesuponphysico-chemicalpropertiesor reactiv-ityintheglycerolrichphase.Inaccuratepredictionofthetraces ofglycerolintheCO2richphasewouldnothandicapthe
develop-mentofsuchbiphasicsystems.Thus,inthefollowing,theresults withPREoSandkij fittedonxCO2 onlyhave beenretained.The
approachwhichprivilegesthevaporphasedescriptioncouldbe proposedinthecontextofanapplicationwhereanaccurate calcu-lationofthevaporphasecompositionisneeded.However,ascan beseeninTable7,whenadescriptionforbothphases simulta-neouslyisneededthePSRK-UNIQUACshouldbepreferred(entry 3)becauseitgivesacceptable%AAD(18.4and57.2forxCO2 and
yglycerolrespectively)althoughthereisalossofaccuracyforthe
liq-uidphaseincomparisontoentry1.Visualassessmentofcalculated andexperimentalCO2molefractionsintheglycerolrichphasecan
bedoneinFig.7(a),(c),(e)and(g),andintheCO2 richphasein
Fig.7(b),(d)and(f),at40,80,120and200◦C.Amongmixingrules
basedonEoS/GEapproach,itappearsclearlythatPSRKmixingrule
withUNIQUACactivitymodelprovidesthebestresultsinterms ofbothliquidandvaporcompositions,followedbyMHV2mixing rulewithUNIQUAC(entry5),thatgivesworseresults.Although thedeviationsobtainedwithPSRK-UNIQUACarestillratherhigh, thisresultconfirmsthatthesemixingrulesarethemostadequate topredict experimentalbehavior ofsuch complexmixtures, as comparedtoclassicalvdW1fmixingrules.Essentially,thehigh val-uesofdeviationsmaybeexplainedbythelargedifferenceofCO2
andglycerolcritical volumes(94cm3mol−1 and 264cm3mol−1,
respectively).Indeed,theCO2–glycerolmixturecouldbe
classi-fiedasa size-asymmetricsystem,for whichit hasbeenshown thatthiskindofmodelisactuallysomewhatunsuitable[47],due tothedifference betweenthecombinatorial termof the activ-itycoefficient modeland theoneof theequationofstate.This differenceincreasesasthedifferenceinmoleculesizeincreases [47].
To better investigatethe ability of the modelsto represent globalexperimentalbehavioroftheliquidphaseoftheCO2/glycerol
system on the wide range of temperature, it is interesting to considervariations of %AADxobtained withthe different mod-els with the temperature (Fig. 8) (Note: MHV2-UNIFAC is not consideredbecause%AADxisvery high,whatever the tempera-ture).
Figure8. Influenceofthetemperatureon%AADforxCO2obtainedwithdifferent
models.
SeveraltendenciescanbeobservedfromFigs.7and8.Firstly,as previouslypointedout,whateverthetemperature,non-predictive modelswithfittedbinaryinteractionparametersarethemost suit-able.Ofcourse,thisresultwasexpected,consideringthefactthat forthesemodelsfourcoefficientsarefittedtoexperimentaldatain ordertominimizeglobalaveragedeviation.ItisshowninFig.8that deviationsarehigherathightemperature,wheretheexperimental curvesshowachangeinconcavityandwhereexperimentalpoints arescarce.
Essentially,predictivemodels,i.e.,modelsusingUNIFACin mix-ing rules, yielded poor representation of experimental results, particularly MHV2-UNIFAC (Table 7, entry 6). PSRK-UNIFAC approachissatisfactoryatlowtemperature,butdeviationsharply increaseswithtemperaturetoreachabout200%at200◦C(Fig.8).
Concerningthislastmodel,thisresultwasexpectedconsideringthe factthat,forthefunctionalgroupsofourdatabaseusedtodescribe theCO2/glycerolsystem(i.e.,CO2,OHandCH2functionalgroups),
binaryinteractionparameterswithinthesegroupsareprovidedas temperatureindependent.
PSRKmixingrulewasfoundheresuperiortoMHV2,whatever theactivitycoefficientmodel,UNIFACorUNIQUAC,choseninthe mixing rule.Thisresultis somewhatsurprising,becauseMHV2 mixing rule providesgenerally a better match of experimental results.
The thermodynamic behavior of CO2/glycerol system is
obviouslygovernedbyself-interactionofglycerol.Forsucha sys-tem, an improvement in phase equilibrium modeling could be achievedbyusingadvancedmodelsbasedonassociationtheories, suchasSAFT(StatisticalAssociatingFluidTheory)orCPA(Cubic PlusAssociation)models.Althoughgroundedonamorecomplex theoreticalbasis,thesemodelshavebeenprovedtobeparticularly suitableforassociatingcompounds[34].
4. Conclusions
Inthiswork,themutualsolubilityofCO2andglycerolhasbeen
studiedattemperaturesrangingfrom40◦Cto200◦Candpressures
upto35.0MPa.ThishasbeendoneusingtheFT-IRtechniquewhich provedtogiveaccesstoverylowvaluesofequilibrium concen-trationswithagoodaccuracy.ConcerningtheCO2richphase,it
wasobservedthat theglycerolsolubilityin CO2 wasextremely
low (intherange of10−5 in molefraction) inthepressureand
temperaturedomainsinvestigatedhere.Conversely,theglycerol richphasedissolvedCO2atmolefractionsupto0.13.Negligible
swellingoftheglycerolrichphasehasbeenobserved,which indi-catesthatglycerolbehavesasaclassIGasExpandedLiquid(GXL)
accordingtothe classificationof Jessop etal. [1], i.e.,a system wheretheexpandinggashasaquitelowsolubilityintheliquid, whichconsequentlydoesnotexhibit largeexpansion.Although thesolubilityofCO2 inglycerolislargelyhigherthantheoneof
CO2inwater,thethermodynamicbehaviorofthissystemisrather
similarto that of CO2/water binarymixture, which is a class I
GXL.
ConcerningthemodelingoftheCO2/glycerolsystem,the
suit-ability of PR EoSwith PSRK mixing rule and UNIQUAC model, hasbeen highlighted.Evolution with pressure of the composi-tion of both phases in the 40–200◦C range of temperature is
quitewelldescribedbythismodel,providedthatsuitablevalues ofbinaryinteractioncoefficientsareused.Conversely,predictive approachesprovedtobenonsatisfactory.Simplerapproachwith Peng–RobinsonequationofstatewithvdW1fmixingruledidnot allowcomputing accuratelyboth liquid and vapor phaseswith thesamevalueofbinaryinteractioncoefficient.Dependingonthe application,accuratedescriptionofonlyonespecificphasecouldbe needed.Inthiswork,anadaptedfittingprocedurethathas consid-eredonlythetargetedphase,haveprovidedthespecificinteraction coefficientsforeachcase.
This study has also shown that the system scCO2/glycerol
remained biphasic for all studied pressures and temperatures, allowingfurtherdevelopmentofbiphasicreactionsystems,which involveenvironmentallyfriendlysolventsonly.Thesesystemsalso makeitpossibletocouplereactionandseparationsteps,allowing thedevelopmentofintensifiedprocesses.
References
[1] P.G.Jessop,B.Subramaniam,Gas-expandedliquids,ChemicalReviews107 (2007)2666–2694.
[2]G.R.Akien,M.Poliakoff,AcriticallookatreactionsinclassIandIIgas-expanded liquidsusingCO2andothergases,GreenChemistry11(2009)1083–1100.
[3] A.Wolfson,C.Dlugy,Palladium-catalyzedHeckandSuzukicouplinginglycerol, ChemicalPapers61(2007)228–232.
[4]A.Wolfson,C.Dlugy,Y.Shotland,Glycerolasagreensolventforhighproduct yieldsandselectivities,EnvironmentalChemistryLetters5(2007)67–71. [5] A.Wolfson,C.Dlugy,Glycerolasanalternativegreenmediumforcarbonyl
compoundreductions,OrganicCommunications2(2009)34.
[6]A.E.Diaz-Alvarez,J.Francos,B.Lastra-Barreira,P.Crochet,V.Cadierno,Glycerol andderivedsolvents:newsustainablereactionmediafororganicsynthesis, ChemicalCommunications47(2011)6208–6227.
[7]Y.Gu,J.Barrault,F.Jérôme,Glycerolasanefficientpromotingmediumfor organicreactions,AdvancedSynthesis&Catalysis350(2008)2007–2012. [8] F.Jérôme,Y.Pouilloux,J.Barrault,Rationaldesignofsolidcatalystsforthe
selectiveuseofglycerolasanaturalorganicbuildingblock,ChemSusChem1 (2008)586–613.
[9]Y.Gu,F.Jerome,Glycerolasasustainablesolventforgreenchemistry,Green Chemistry12(2010)1127–1138.
[10]A.Karam,N.Villandier,M.Delample,C.K.Koerkamp,J.-P.Douliez,R.Granet,P. Krausz,J.Barrault,F.Jérôme,Rationaldesignofsugar-based-surfactant com-binedcatalystsforpromotingglycerolasasolvent,Chemistry:AEuropeanJ. 14(2008)10196–10200.
[11]R.A.Sheldon,Greensolventsforsustainableorganicsynthesis:stateoftheart, GreenChemistry7(2005)267–278.
[12]M.Delample,N.Villandier,J.-P.Douliez,S.Camy,J.-S.Condoret,Y.Pouilloux, J.Barrault,F.Jerome,Glycerolasacheap,safeandsustainablesolventfor thecatalyticandregioselectiveb,b-diarylationofacrylatesoverpalladium nanoparticles,GreenChemistry12(2010)804–808.
[13]P.Licence,M.P.Dellar,R.G.M.Wilson,P.A.Fields,D.Litchfield,H.M.Woods, M.Poliakoff,S.M.Howdle,Large-aperturevariable-volumeviewcellforthe determinationofphase-equilibriainhighpressuresystemsandsupercritical fluids,ReviewofScientificInstruments75(2004)3233–3236.
[14]A.A.Novitskiy,E.Pérez,W.Wu,J.Ke,M.Poliakoff,Anewcontinuousmethod forperformingrapidphaseequilibriummeasurementsonbinarymixtures containingCO2orH2Oathighpressuresandtemperatures,J.Chemical&
Engi-neeringData54(2009)1580–1584.
[15]A.P.Abbott,E.G.Hope,R.Mistry,A.M.Stuart,Controllingphasebehaviouron gasexpansionoffluidmixtures,GreenChemistry11(2009)1536–1540. [16]R.Elssier,J.Friedrich,Estimationofsupercriticalfluid-liquidsolubility
param-eterdifferencesforvegetableoilsandotherliquidsfromdatatakenwitha stirredautoclave,J.AmericanOilChemists’Society65(1988)764–767. [17] H.Sovova,J.Jez,M.Khachaturyan,Solubilityofsqualane,dinonylphthalateand
glycerolinsupercriticalCO2,FluidPhaseEquilibria137(1997)185–191.
[18]S.Foltran,L.Maisonneuve,E.Cloutet,B.Gadenne,C.Alfos,T.Tassaing,H. Cramail,SolubilityinCO2andswellingstudiesbyinsituIRspectroscopyof
vegetable-basedepoxidizedoilsaspolyurethaneprecursors,Polymer Chem-istry3(2012)525–532.
[19]S.Foltran,E.Cloutet,H.Cramail,T.Tassaing,InsituFTIRinvestigationofthe solubilityandswellingofmodelepoxidesinsupercriticalCO2,J.Supercritical
Fluids63(2012)52–58.
[20]T.Guadagno,S.G.Kazarian,High-pressureCO2-expandedsolvents:
simulta-neousmeasurementofCO2sorptionandswellingofliquidpolymerswith
in-situnear-IRspectroscopy,J.PhysicalChemistryB108(2004)13995–13999. [21]P.Vitoux,T.Tassaing,F.Cansell,S.Marre,C.Aymonier,InsituIRspectroscopy andabinitiocalculationstostudypolymerswellingbysupercriticalCO2,J.
PhysicalChemistryB113(2009)897–905.
[22] F.Palombo,T.Tassaing,Y.Danten,M.Besnard,Hydrogenbondinginliquid andsupercritical1-octanoland2-octanolassessedbynearandmidinfrared spectroscopy,J.ChemicalPhysics125(2006)094503.
[23]R.Oparin,T.Tassaing,Y.Danten,M.Besnard,Structuralevolutionofaqueous NaClsolutionsdissolvedinsupercriticalcarbondioxideunderisobaric heat-ingbymidandnearinfraredspectroscopy,J.ChemicalPhysics122(2005) 094505.
[24]M.Buback,J.Schweer,H.Yups,Newinfraredabsorptionofpurecarbondioxide upto3100barand500K.Wavenumberrange3200cm−1to5600−1,Zeitschrift
fürNaturforschungA41a(1986)505–511.
[25]J.M.Lopes,Z.Petrovski,R.Bogel-Lukasik,E.Bogel-Lukasik,Heterogeneous palladium-catalyzedtelomerizationofmyrcenewithglycerolderivativesin supercriticalcarbondioxide:afacileroutetonewbuildingblocks,Green Chem-istry13(2011)2013–2016.
[26]National Institute of Standards and Technology, http://webbook. nist.gov/chemistry/
[27]H.Khelladi,F.d.r.Plantier,J.L.Daridon,H.Djelouah,Measurementunderhigh pressureofthenonlinearityparameterB/Ainglycerolatvarioustemperatures, Ultrasonics49(2009)668–675.
[28]D.-Y.Peng,D.B.Robinson,Anewtwo-constantequationofstate,Industrial& EngineeringChemistryFundamentals15(1976)59–64.
[29]D.-Y.Peng,D.B.Robinon,TheCharacterizationoftheHeptanesandHeavier FractionsfortheGPAPeng–RobinsonPrograms,GasProcessorsAssociation, ResearchReportPR-28,1978.
[30] J.F.Boston,P.M.Mathias,Phaseequilibriainathird-generationprocess simula-tor,in:Proceedingsofthe2ndInternationalConferenceonPhaseEquilibriaand FluidPropertiesintheChemicalProcessIndustries,WestBerlin,17–21March, 1980,pp.823–849.
[31] M.-J.Huron,J.Vidal,Newmixingrulesinsimpleequationsofstatefor rep-resentingvapour–liquidequilibriaofstronglynon-idealmixtures,FluidPhase Equilibria3(1979)255–271.
[32]K.Knudsen,L.Coniglio,R.Gani,Correlationandpredictionofphaseequilibria ofmixtureswithsupercriticalcompoundsforaclassofequationsofstate,in: InnovationsinSupercriticalFluids,AmericanChemicalSociety,Washington, DC,1995,pp.140–153.
[33]S.Camy,J.S.Pic,E.Badens,J.S.Condoret,Fluidphaseequilibriaofthereacting mixtureinthedimethylcarbonatesynthesisfromsupercriticalCO2,J.
Super-criticalFluids25(2003)19–32.
[34]G.M.Kontogeorgis,G.K.Folas,ThermodynamicModelsforIndustrial Applica-tions:FromClassicalandAdvancedMixingRulestoAssociationTheories,John Wiley&SonsLtd.,Chichester,2010.
[35] T.Holderbaum,J.Gmehling,PSRK:agroupcontributionequationofstatebased onUNIFAC,FluidPhaseEquilibria70(1991)251–265.
[36]M.L.Michelsen,AmethodforincorporatingexcessGibbsenergymodelsin equationsofstate,FluidPhaseEquilibria60(1990)47–58.
[37]S. Dahl, M.L. Michelsen, High-pressure vapor–liquid equilibrium with a UNIFAC-basedequationofstate,AmericanInstituteofChemicalEngineersJ. 36(1990)1829–1836.
[38]A.Fredenslund,R.L.Jones,J.M.Prausnitz,Group-contributionestimationof activitycoefficientsinnonidealliquidmixtures,AmericanInstituteofChemical EngineersJ.21(1975)1086–1099.
[39]K.Fischer,J.Gmehling,Furtherdevelopment,statusandresultsofthePSRK methodforthepredictionofvapor–liquidequilibriaandgassolubilities,Fluid PhaseEquilibria121(1996)185–206.
[40]D.S.Abrams,J.M.Prausnitz,Statisticalthermodynamicsofliquidmixtures:a newexpressionfortheexcessGibbsenergyofpartlyorcompletelymiscible systems,AmericanInstituteofChemicalEngineersJ.21(1975)116–128. [41]T.F.Anderson,J.M.Prausnitz,ApplicationoftheUNIQUACequationto
calcula-tionofmulticomponentphaseequilibria.1.Vapor–liquidequilibria,Industrial &EngineeringChemistryProcessDesignandDevelopment17(1978)552–561. [42]B.L. Larsen, P. Rasmussen, A. Fredenslund, A modified UNIFAC group-contributionmodelforpredictionofphaseequilibriaandheatsofmixing, Industrial&EngineeringChemistryResearch26(1987)2274–2286. [43]R.Chelli,P.Procacci,G.Cardini,S.Califano,Glycerolcondensedphases.Part
II.Amoleculardynamicsstudyoftheconformationalstructureandhydrogen bonding,PhysicalChemistryChemicalPhysics1(1999)879–885.
[44]R.Chelli,F.L.Gervasio,C.Gellini,P.Procacci,G.Cardini,V.Schettino,Density functionalcalculationofstructuralandvibrationalpropertiesofglycerol,J. PhysicalChemistryA104(2000)5351–5357.
[45]M.B.King,A.Mubarak,J.D.Kim,T.R.Bott,Themutualsolubilitiesofwater withsupercriticalandliquidcarbondioxides,J.SupercriticalFluids5(1992) 296–302.
[46] P.H.V.Konynenburg,R.L.Scott,CriticallinesandphaseequilibriainbinaryVan DerWaalsmixtures,PhilosophicalTransactionsoftheRoyalSocietyofLondon. SeriesA:MathematicalandPhysicalSciences298(1980)495–540.
[47]G.M.Kontogeorgis,P.M.Vlamos,AninterpretationofthebehaviorofEoS/GE
models forasymmetric systems,Chemical EngineeringScience55(2000) 2351–2358.
[48]C.S. Miner, N.N. Dalton (Eds.), Glycerol, American Chemical Society Monograph Series, vol. 42, Reinhold Publishing Corp., New York, 1953, p.326.
[49]O.A.S.Araujo,P.M.Ndiaye,L.P.Ramos,M.L.Corazza,Phasebehavior measure-mentforthesystemCO2+glycerol+ethanolathighpressures,J.Supercritical
Fluids62(2012)41–46.
[50]Y.Shimoyama,T.Abeta,L.Zhao,Y.Iwai,Measurementandcalculationof vapor–liquidequilibriaformethanol+glycerolandethanol+glycerolsystems at493–573K,FluidPhaseEquilibria284(2009)64–69.