anglo research a division of anglo operations limited johann steyl saimm hydrometallurgy conference...
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Anglo Research
A Division of Anglo Operations Limited
Johann SteylSAIMM Hydrometallurgy Conference
26 February 2009
Thermodynamics & SpeciationH2SO4-Me(II)SO4-H2O, T 200C
2
Agenda
• Introduction
• Model Development- First principles perspective (infinite dilution)- Phenomenological description (real solutions)
• Application
3
Why solution chemistry model?
Introduction
• Kinetic processes influenced by solution species(entropy driven)
• Anticipate continuous circuit response to step change(incorporate into steady-state model of circuit)
• Thermodynamic properties indirectly influence kinetics, for example,− Solvent activity
4
Modelling Methodology
Introduction
• Interaction versus Speciation
• Predict speciation at high temperatures− Regress model to speciation data at room temperature− Regress model to thermodynamic data over full T & [Me] range− Take care in selecting K, ΔH, ΔCp at the reference state
• Combine interaction/speciation (modern approach)− Must be guided by minimum parameter space− Chemical kinetics (explicitly recognise only contact pairs, e.g. HSO4
−)− Pitzer interaction-type model provides strong enough framework − Surrogate salt approach (Mg)
5
Agenda
• Introduction
• Model Development- First principles perspective (infinite dilution)
6
Infinite Dilution
Model Development
• Gibbs-Helmholtz:
2
oo
TT
)K(
d
lndRg
− Heat capacity function known:
− Heat capacity small:
r
oTo
To
T
1
T
1HKK r
r
gRlnln
T
Tr
op
oT
o TCr
d
• Estimation methods:
− Density f :
)T(T
TT
1
T)/(T
C
T
1
T
1HKK r
rr
Prg
oTp,
rg
oTo
To
r
rr
rln
RRlnln
− BLCM:
rr
opr
oT
oT
oT T
TTTTΔC)T(TΔSΔGΔG
rrln
7
Model Development: Infinite Dilution
First-Principles: Methodology
DMol3/COSMO
1. Ek ?S ?
2. H ~ Ep
3. Static
8
Thermodynamics from QM Perspective
Model Development: Infinite Dilution
)( eHH gΔH
(g)ion
hydatΔHΔH
)( eHH aqΔH
2(g)21 red
H5O2+ H7O3
+H3O
+
H9O5+
(aq)22(g)(aq)75(aq)3 O3HH2eOHOH
Eabs = 4.65 V (calculated) vs. Eabs = 4.4 – 4.8 V (literature)
H2 - cycle:
9
[H2SO4]2[H2SO4]3
H2SO4
Model Development: Infinite Dilution
Define basis for the sulfate ion:
(aq)24(l)2(aq)n2
24(aq)75(aq)3 On)H(3SOHO)(HSOOHOH
H2SO4(l)
SO42-(2H2O)(3H2O)2
SO42-(H2O)8
(H2O)HSO4−(3H2O)
HSO4-(H2O)4 H2SO4(H2O)2
log(K) ~ 2 log(K) ~ -1
10
Model Development: Infinite Dilution
Define basis for Mg-SO42- interactions:
(aq)2(aq)n2
o4(aq)82
24(aq)62
2 On)H(14O)(HMgSOO)(HSOO)(HMg
(H2O)5MgSO4(H2O)4
log(K) ~ 1 - 2 (ΔS ~ 110 – 131 J/mol.K ?)
MgSO4(H2O)9
1st contact pair
11
(H2O)4MgSO4(H2O)5
(H2O)4Mg[SO4(H2O)4]22–
Model Development: Infinite Dilution
Define basis for Mg-SO42- interactions:
log(K) ~ -3.5 (ΔH~50 kJ/mol, ΔS~100 J/mol.K )
Mg(SO4)22-(H2O)12
2nd contact pair
(aq)2(aq)102242(aq)92
o4(aq)62
2 OH5O)(HSOMgO)(HMgSOO)(HMg
(aq)2(aq)122
224(aq)92
o4(aq)82
24 OH5O)(H Mg(SOO)(HMgSOO)(HSO )
Bidentate
12
Thermodynamic Values (ΔH, ΔS, ΔCp)
(aq) 42
(aq) 4(aq) HSOSOH
1.0
2.0
3.0
4.0
5.0
6.0
7.0
0 25 50 75 100 125 150 175 200Temperature (Celsius)
log(
K1º)
Dickson et al (1990)
Bale et al (1991)
HSC (2006)
Measured (Appendix)
H+ + SO42− = HSO4
−
1:
Model Development: Infinite Dilution
13
Thermodynamic Values (ΔH, ΔS, ΔCp)2: o
(aq) 42(aq) 4(aq) SOHHSOH
(aq)o
(aq) 42(aq)2(aq) 4 OHSOHOHHSOIsocoulombic:
-16
-15
-14
-13
-12
-11
-10
0.0015 0.0020 0.0025 0.0030 0.0035
1/T (1/Kelvin)
log(
Kº)
Rx7
5
Data
Linear Fit
80
85
90
95
100
105
110
115
120
-125 -100 -75 -50 -25 0 25 50(T - Tr)
∆G
º - f(
Cpº)
Data
Linear Fit
a b
-6
-5
-4
-3
-2
-1
0
1
0.0015 0.0020 0.0025 0.0030 0.00351/T (1/Kelvin)
log
K2º
Oscarson et al (1988)Density Model (∆Cp = 113 J/mol.K)BLCM (∆Cp = -120 J/mol.K)Isocoulombic Reaction (∆Cp = 0 J/mol.K)QM Simulation (this study)Atkins (1994)Perrin (1977)Young & Blatz (1948)Awakura et al (1990)
H+ + HSO4− = H2SO4º
log(K) vs 1/T
(∆Cpº = 0 J/mol.K)
f(Cpº) = ∆Cpºr∙[T-Tr-Tln(T/Tr)]vs. (T-Tr)
(∆Cpº = -120 J/mol.K @ 150C)
Model Development: Infinite Dilution
14
Thermodynamic Values (ΔH, ΔS, ΔCp)
3:
f
CIP2stoic
CIPo3 m
α
)(γ
γβ
System Method a log(3º) Reference
MgSO4-H2O
FeSO4-H2O
CuSO4-H2O
ZnSO4-H2O
RS
DRS
RS
RS
RS
~1.5
~1.6
b ~l.5 c 1.0
~1.5
Rudolph et al (2003)
Akilan et al (2006a)
Rudolph et al (1997)
Akilan et al (2006b)
Rudolph et al (1999a)
(aq)2y
zo(aq) 4
o(aq) 4n2y
z2(aq) 4
2(aq)y
z O)Hn(MgSOSO))Mg(OH(}SO){Mg( 11
log(K) ~ 1.5
ΔH ~ 10 kJ/mol
ΔCp ~ ? J/mol.K
o(aq) 4(aq) 4(aq) MgSOSOMg 22
Model Development: Infinite Dilution
15
Thermodynamic Values (ΔH, ΔS, ΔCp)
4:
ΔH ~ 50 kJ/mol
ΔS ~ 100 J/mol.K
ΔCp ~ ? J/mol.K
Model Development: Infinite Dilution
2(aq)24
o(aq) 4
2(aq) 4 )Mg(SOMgSOSO
16
Agenda
• Introduction
• Model Development- First principles perspective (infinite dilution) - Phenomenological description (real solutions)
17
Model Development: Real Solutions
H2SO4 - H2O System
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1(mol/kg)1/2
Mea
n A
ctiv
ity C
oeffi
cien
t
Covington et al (1965)
Pitzer et al (1977)
Rearson & Beckie (1987)
Holmes & Mesmer (1992)
Clegg et al (1994)
Pitzer et al (1977)
This study
25ºC
200ºC
-3.0
-2.5
-2.0
-1.5
-1.0
-0.5
0.0
0.5
1.0
0.0 0.2 0.4 0.6 0.8 1.0
(mol/kg)1/2lo
g (
)
Young et al (1959)Lindstrom & Wirth (1969)Chen & Irish (1971)Clegg & Brimblecombe (1995)Clegg et al (1994)Holmes & Mesmer (1992)This study
25ºC
200ºC
0
10
20
30
40
50
60
70
80
90
100
25 50 75 100 125 150 175 200Temperature (ºC)
Fra
ctio
n sp
ecie
s (%
)
Bisulfate
Sulfate
H2SO4º
1 mol/kg H2SO4
18
0.015
0.017
0.019
0.021
0.023
0.025
-45 -40 -35 -30 -25 -20 -15
β(2)MS (kg/mol)
Re
sid
ua
l su
m o
f sq
ua
res
Literature
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1(mol/kg)1/2
Me
an
Act
ivity
Co
effi
cie
nt
Harned & Owen (1958)
Robinson & Stokes (1959)Pitzer (1972)
Pitzer & Mayorga (1974)Snipes et al (1975)
Rard & Miller (1981)Holmes & Mesmer (1983)
Archer & Wood (1985)Phutela & Pitzer (1986)
Archer & Rard (1998)Guendouzi et al (2003)
This study
25ºC
80
125
150
200ºC
0.0
0.2
0.4
0.6
0.8
1.0
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
(mol/kg)1/2
Me
an
Act
ivity
Co
effi
cie
nt CuSO4
ZnSO4
FeSO4
MgSO4
16
17
18
19
20
21
22
255 260 265 270 275280285290295
05
1015
2025
Res
idua
l sum
of
squa
res
Cpº(CIP1)
Cpº(CIP2)
Model Development: Real Solutions
MgSO4 - H2O System
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0
(mol/kg)1/2
3 &
3+
4
Rudolph et al (2003, RS)
Akilan et al (2006a, DRS)
This study
25ºC
80ºC
125ºC
150ºC
200ºC
19
Model Development: Real Solutions
MgSO4 - H2O System
{SO42-↔MgSO4} interaction parameter
20
0.5
0.6
0.7
0.8
0.9
1.0
1.1
0.00.10.20.30.40.50.60.7
0.00.1
0.20.3
0.40.5
0.60.7
Rel
ativ
e m
ean
activ
ity c
oeffi
cien
t
H2S
O4
H2SO4 (mol/kg) MeS
O4
(mol
/kg)
MgSO4 (Majima et al, 1988) MgSO4 (Rard & Clegg, 1999) CuSO4 (Majima et al, 1988) ZnSO4 (Majima et al, 1988) ZnSO4 (Tartar et al, 1941)
Model Development: Real Solutions
H2SO4 - MgSO4 - H2O System
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
0.0 0.1 0.2 0.3 0.4 0.5H2SO4 (mol/kg)
So
lub
ility
(m
ol/k
g)
Marshall & Slusher (1965)
This study
MgSO4.H2O(s) solubility (200C)
25C
21
Agenda
• Introduction
• Model Development- First principles perspective (infinite dilution) - Phenomenological description (real solutions)
• Application
22
0.00
0.05
0.10
0.15
0.20
0.25
0.30
0.35
0.40
0.45
0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45
MgSO4 (mol/kg)
Fra
ctio
n C
IP's
Fe(II) Oxidation (example)
Application
0.1 mol/kg H2SO4
100C
150C
200C
O2H4Fe4HO4Fe 23
22
Rate2 = -k2 (FeCIP)2 [O2]
Rate1 = -k1 (Fe2+)2 [O2]
Ea
23
Anglo American plcPaul Dempsey
Anglo ResearchDr. Maggie Burger
Acknowledgements
24
?
25
0.0
0.1
0.2
0.3
0.4
0.5
0.150.20
0.250.30
0.350.40
0.450.50
100
120
140
160
180
200
Fra
ctio
n C
IP's
H2SO4 (mol/kg)
Temperature (C)
0.5 mol/kg MgSO4