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An Electrolyte NLF-HB Equation of State Applicable to Concentrated Electrolyte systems
Kim, Yong Soo and Lee, Chul Soo*
Chemical & Biological Engineering
Korea University
Thermodynamics & Properties Laboratory
Contents
Introduction
Theory
Results
Conclusions
Thermodynamics & Properties Laboratory
Introduction
Electrolyte solutions
– Wastewater treatment, extraction, distillation, seawater desalination, salt-added bioseperation…
– Need for understanding of thermodynamics
– For engineering purposesExperimental work
A good model capable of describing the phase behavior
Thermodynamics & Properties Laboratory
Introduction
More difficult to model than most other solutions
– Ions : Interaction both each other and with solvents
– Charged particlesLow concentration : dominant electrostatic force
High concentration : Short-range forces become important.
– The chemistry of solutions changes at different conditions such as temperature and density.
Thermodynamics & Properties Laboratory
Introduction
Excess Gibbs function– Debye-Hückel, Pitzer model, electrolyte NRTL …– Useful for non-idealities of electrolyte solutions– Not adequate to high pressure applications
Equation of state approch
– Applicable to wide range of pressure– Description of phase equilibria using unified model
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Development of an equation of state for electrolyte systems
– Fully ionized electrolyte solutions
– Electrostatic interactions => Mean spherical approximation(MSA) model
– Association(or hydration) => Veytsman statistics
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Helmhlotz free energy
– Athermal contributionGuggenheim-Huggins-Miller approximation
– Residual contributions Quasi-chemical approximation
– Association contributionsNormalized Veytsmann statistics
– Long-range contributionsMean spherical approximation
lrassresathm AAAAA +++=
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Helmhlotz free energy
[ ]rrrfqqqirathm NNNNNNzNNA +−−⎟⎠⎞
⎜⎝⎛−+−= ∑ lnln
2!ln!lnβ
⎥⎦
⎤⎢⎣
⎡−−+⎟
⎠⎞
⎜⎝⎛+⎟⎟
⎠
⎞⎜⎜⎝
⎛−= ∑∑ ∑∑∑∑ )(
22 jkikklijijlkjiijjiq
resNz
A εεεεεθθθθβεθθβ
β
∑ ∑ −+−−=m
i
m
iiiid
id
id
ir
HBass NNNNNNNNA )ln()ln(ln 000β
∑ ∑ −+−−n
i
m
jjjja
ia
ia
i NNNNNN )ln()ln( 000
∑∑ −++m
i
HBij
HBij
HBij
n
j
HBij
HBij NNNAN )ln(β
∑ ⎟⎟⎠
⎞⎜⎜⎝
⎛Γ+Γ
−Γ
=ions
k
kklr
zNVAσπ
απ
β143
223
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Chemical potential : PvrNA
kTNRT Hii
C
aii ββµµ +⎟⎟
⎠
⎞⎜⎜⎝
⎛∂∂
==
⎟⎟⎠
⎞⎜⎜⎝
⎛+−−
⎥⎥⎦
⎤
⎢⎢⎣
⎡⎟⎟⎠
⎞⎜⎜⎝
⎛−++=
i
ii
M
Miii q
rrqlr θρρβµ ln)1ln(11ln)(
⎥⎥⎦
⎤
⎢⎢⎣
⎡ −−++−−×⎟
⎠⎞
⎜⎝⎛+ ∑ ∑∑∑
22 )22(2
12 θε
εεεεεθθθβεθθεβ
M
ikjkklijijlkjikk
i
iMi q
rqz
∑∑ −−=j j
jak
ji i
idk
iass NNa
NNd
00lnlnβµ
∑ ⎟⎟⎠
⎞⎜⎜⎝
⎛Γ+Γ
⎟⎟⎠
⎞⎜⎜⎝
⎛∂∂
+Γ+Γ
−=ions
k
k
NVTii
ilri
zND
Dz
jσπ
ασπ
αβµ14)1(4
2
,,
22
,
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Pressure
ρνθεβρρρ HBMMM
MH zrr
qzRT
PV−−+−−
⎥⎥⎦
⎤
⎢⎢⎣
⎡⎟⎟⎠
⎞⎜⎜⎝
⎛−+= 2
2)1ln(11ln
2
⎥⎦
⎤⎢⎣
⎡−−+⎟
⎠⎞
⎜⎝⎛+= ∑∑ ∑∑∑∑ )223(
21
2 jkikklijijlkjiijjiM εεεεεθθθθβεθθθ
ε
∑ ⎟⎟⎠
⎞⎜⎜⎝
⎛Γ+Γ
⎟⎠⎞
⎜⎝⎛∂∂
−Γ
−=ions
k
kk
NTlr
zNVD
DP
σπα
πβ
143
2
,
23
Athermal and residual contributions
Association contribution
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Parameters for solvent
– energy and size parameters
– Hydrogen bonding energy and number of donor and acceptor
– Obtained by fitting saturated vapor pressure and density
)]()/ln([)(/ 000 TTTTTTTk cbaii −++−+= εεεε
)]()/ln([)( 000 TTTTTrTTrrr cbai −++−+=
Thermodynamics & Properties Laboratory
Electrolyte NLF-HB Equation of State
Three parameters for salts
– Interaction energy and segment numberMean values of cation and anion
Size in MSA term
– Hydration energy and donor number for cationsFixed to 7 for donor number
– Obtained by fitting mean activity coefficients and osmotic coefficients
and anioncationsaltanioncationsalt rrr ==== εεε
πσ /63iHci rVf=
Thermodynamics & Properties Laboratory
Thermodynamic properties
Mean ionic chemical potential and mole fractions
Molal mean activity coefficient and osmotic coefficient
where
iiiiiii −−++−+± +=+ νµνµννµ )( iiii
i ii xxx −+−+
± −++ = νννν )(
∞±±
∞±±± ×−= i
li
li
li
li xxRT /]/)exp[(* µµγ
∑−=ions kSSS xRTxx γφ ln
⎟⎟⎠
⎞⎜⎜⎝
⎛+−= ∑∑
==±±±
solvent
jj
salt
kkk
li
mi xx
11
** /1lnlnln νγγ
Thermodynamics & Properties Laboratory
Parameters for salts
Thermodynamics & Properties Laboratory
Parameters for salts
Thermodynamics & Properties Laboratory
Results
Molality
0 1 2 3 4 5 6
Osm
otic
coe
ffici
ent
0.8
1.0
1.2
1.4
NaCl NaBr NaI NaF NaClO4 NaNO3 NaClO3 NaBrO3 Electrolyte NLF-HB
Molality
0 1 2 3 4 5 6
Mea
n ac
tivity
coe
ffici
ent
0.4
0.6
0.8
1.0
1.2NaCl NaBr NaI NaF NaClO4 NaNO3 NaClO3 NaBrO3 Electrolyte NLF-HB
Comparison of experimental mean activity coefficient and osmotic coefficient and calculated results
Thermodynamics & Properties Laboratory
Results
Molality
0 1 2 3 4 5 6
Mea
n ac
tivity
coe
ffici
ent
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
KCl KBr KI KF KCNS KNO3 KClO3 KBrO3 Electrolyte NLF-HB
Molality
0 1 2 3 4 5 6
Osm
otic
coe
ffici
ent
0.5
0.6
0.7
0.8
0.9
1.0
1.1
1.2
KCl KBr KI KF KCNS KNO3 KClO3 KBrO3 Electrolyte NLF-HB
Comparison of experimental mean activity coefficient and osmotic coefficient and calculated results
Thermodynamics & Properties Laboratory
Results
Molality
0 5 10 15 20
Mea
n ac
tivity
coe
ffici
ent
0
100
200
300
400
500
600
HClHClO4LiClLiBrElectrolyte NLF-HB EOS
Molality
0 5 10 15 20
Mea
n ac
tivity
coe
ffici
ent
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
NH4NO3
CsCl AgNO3
Electrolyte NLF-HB EOS
Comparison of experimental mean activity coefficients and calculated results for concentrated electrolyte solutions
Thermodynamics & Properties Laboratory
Comparison of Models
Electrolyte NRTL model(based on GE model)
– Chen et al. (1999)– Two adjustable parameters and hydration number
Myers and Sandler (2002)
– Equation of state approach– Three adjustable parameters for each salts– The Born contribution for hydration process and MSA model for electrostatic interaction
Thermodynamics & Properties Laboratory
Results
Thermodynamics & Properties Laboratory
Results
Thermodynamics & Properties Laboratory
Results : Summary
a : calculated up to 6 molal
Thermodynamics & Properties Laboratory
Conclusion
Development of electrolyte NLF-HB equation of state
– Electrostatic interactions by mean spherical approximation
– Hydration(association) contribution by Veytsmannstatistics
Mean activity coefficients, osmotic coefficients, and densities were calculated for 60 electrolyte solutions