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Introduction to the CALPHAD approach (CALculation of PHAse Diagram) Nathalie Dupin Calcul Thermodynamique 3 rue de l’avenir 63670 Orcet Thermodynamic calculations in the nuclear materials - Saclay – Nov. 27th 2006
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Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

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Page 1: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Introduction to the CALPHAD approach(CALculation of PHAse Diagram)

Nathalie Dupin

Calcul Thermodynamique3 rue de l’avenir 63670 Orcet

Thermodynamic calculations in the nuclear materials - Saclay – Nov. 27th 2006

Page 2: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

The Calphad approach aims to calculatephase equilibria from the Gibbs energy description of all the phases using parametric modelsassessed from experimental and theoretical informationand stored in thermodynamic databases that can be used by general software codes.

Page 3: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

B

The phase equilibrium is defined by the Gibbs energy minimum.

x A A B

fα = xB/AB

Phase equilibria from Gibbs Energy

Page 4: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Phase equilibria from Gibbs Energy

Page 5: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Phase equilibria from Gibbs Energy

Page 6: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Phase equilibria from Gibbs Energy

Page 7: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Phase equilibria from Gibbs Energy

In 1957, Meijering applied this method to the thermodynamic analysis of the Cr-Cu-Ni system.

The development of computers hardware and software has allowed the extension of this approach, its application to multicomponent systems provided there are available Gibbs energy descriptions.

Information on some different Gibbs energy minimisation codes can be found at

www.thermocalc.comwww.factsage.comwww.npl.co.uk/mtdatathermodata.online.fr

Page 8: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models

- G=f(T). Elements . Stoichiometric compounds. Parameter determination

- G=f(x) . Substitutional solutions . Associate model . Compound Energy Formalism

GeneralitiesIntertitial solutionsNone-stoichiometric compoundsOrdering

- G=f(P)

Page 9: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(T)

• Elements

Page 10: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(T)

• Stoichiometric compounds

• Stoichiometric compounds without Cp data available

Page 11: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

• Determination of

- from experimental result ( H-H(T0), Cp, ∆Hf, P, ... )

- for metastable states

• from other temperature range (Liq. at low T, solid at high T, β-Zr at low T, ...)

• from extrapolation into high order systems (Cr in fcc, ...)

• from theoritical calculations, correlations, trends

Parametric Thermodynamic Models - G=f(T)

Page 12: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(T)

Estimation of lattice stabilities from experiments

Nb Pu

Page 13: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

stable

extrapolated

G(Cr, fcc) extrapolated from ≠ Cr-X

(Cr, fcc) melting T extrapolated from ≠ Cr-X

Parametric Thermodynamic Models - G=f(T)

Estimation of metastable lattice stabilities from binary systems

Page 14: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

P.J. Craievich, M. Weinert, J.M. Sanchez, R.E. Watson, 1994

bcc fcc bcc fcc

Parametric Thermodynamic Models - G=f(T)

Estimation of metastable lattice stabilities from FP results

Parametric Thermodynamic Models - G=f(T)

Page 15: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(T)Parametric Thermodynamic Models - G=f(T)

Estimation of lattice stabilities from correlations

N. Saunders, A.P. Miodownik, A.T. Dinsdale, Calphad, 12 (1988)

Page 16: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

A widely used set of lattice stabilities for the pure elements in common structures was published by A. Dinsdale, SGTE data for pure elements, Calphad, 15 317-425 (1991)

The use of a common set of lattices stabilities is required for the consistency of the description of higher order systems.

Parametric Thermodynamic Models - G=f(T)

Page 17: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

• Substitutional solutions

Page 18: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Computational Thermodynamics, Assessing Thermodynamic Data and Creating Multicom-ponent Databases using the Calphad Method,H.L. Lukas, S.G. Fries, B. Sundmanhttp://www.cambridge.org/catalogue/catalogue.asp?isbn=0521868114

The expression of the excess Gibbs energy of mixing thanks to the Redlich-Kister polynomials allows to describe many different real cases with a large flexibility.

Page 19: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : Fe-Cr, 1600K, Liquid and bcc

Stabilizing excess interaction Destabilizing excess interaction

Page 20: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : Ni-Cr, 1600K, Liquid and bcc

Page 21: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : Al-Cr, 1600K, Liquid and bcc

Page 22: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

• Associate model

Page 23: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : H-O, 400-2400K, Gas

Page 24: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : Zr-O, 3000K, Gas

Page 25: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

• Compound Energy Formalism - Generalities

Based on the existence of sublattices in crystalline phases, the CEF uses the sublattice fraction occupancies as composition variables used define the Gibbs Energy

Page 26: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

• Compound Energy Formalism - Generalities

Page 27: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by
Page 28: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

• Compound Energy Formalism - Generalities

Substitutional solutions (only one sublattice)and stoichiometric compounds (only one species by sublattice)are particular cases of the CEF.Many others can be treated, among them :

(M)a(C,□)

binterstitial solution

(M)a(C,□) substoichiometric compounds

(A)a(B)

b(B,□)

cinterstitial defects

(A,B)a(A,B)

bantisite defects

(A,□)a(A,B)

btriple defects

(A)a(A,B)

b(B)

c restricted composition range

(Na+, K+)(Cl-, F-) ionic reciprocal solution

(Fe3+, Fe2+ )1 (Fe3+, Fe2+,□ )2 (O2-)4 spinel

Page 29: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Interstitial Solutions

Page 30: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Example : Ti-C

(Ti)(C,□) fcc MC

(Ti)(C,□)3

bcc

(Ti)(C,□)0.5

hcp

Page 31: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Page 32: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Non stoichiometric compound AaBb

Page 33: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Non stoichiometric compound AaBb

Page 34: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

Ordering

Page 35: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(x)

°

Page 36: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Parametric Thermodynamic Models - G=f(P)

Page 37: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Assessment from experimental knowledge

The parameters available in the models are assessed taking into account all the experimental knowledge :

- phase diagram from • metallography,• microprobe, • DTA,...

- thermodynamics from • calorimetric measurements ( H-H(T0), Cp, ∆Hf, ... ),• mass spectrometry,• emf, ...

- crystallography and FP results, for metastable area, unkown data :

- total energy- topology- volume, ...

Page 38: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Using experimental results

Page 39: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

(Ni,Nb)3 (Ni,Nb)18 (Ni,Nb)6 (Ni,Nb)6 (Ni,Nb)6

N. Dupin, S. Fries, J.M.Joubert, B. Sundman,M. Sluiter, Y. Kawazoe,A. Pasturel

Using FP results, total energy

VASP

VASP + CVM

VASP + CEF

CEF without FP

Page 40: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

2SR : (Al,Ni)3 (Al,Ni)

without LAl,Ni:Al,Ni with LAl,Ni:Al,Ni

stable metastable, ab initio

A1 L12 L10

4SR : (Al,Ni) (Al,Ni) (Al,Ni) (Al,Ni)

Using FP results, topology

Page 41: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Gα(T,P,xi )

Gβ(T,P,xi )assessed

Constitution ofhigh order databases

Assessment of higher

order system

Calculation in the system

assessed

Minimisation procedureNew model needed

New data needed

Model Data

Page 42: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Compatibility !≠ lattice stabilities≠ models for a φmissing parameters

Minimisation procedure

Gα(T,P,xi )Gβ(T,P,xi )

Gα(T,P,xi )Gβ(T,P,xi )

Gα(T,P,xi )Gβ(T,P,xi )

Gα(T,P,xi )Gβ(T,P,xi )

Gα(T,P,xi )Gβ(T,P,xi )

A-B A-BA-B

A-B-Cextrapolated

A-B-C

Page 43: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Exp. : K. Ishikawa et al., 1998

T. Gomez-Acebo et al., 2004

extrapolatedAl-Co-Cr

TCNI

Exp. : T. Gomez-Acebo et al.

Page 44: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

The assessment of low order system parameters from higher order system may be missleading.

The Calphad approach is useful to critical assess experimental data.

The ability of the Calphad approach to extrapolate to higher order systems justify the constitution of high order databases of industrial and scientific interest because it is not necessary to assess all subsystems.

Page 45: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

No of system to study for the exhaustive description of a system with a given number of element !!!

Page 46: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Systems involving a given element ...

Page 47: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Conclusions : some limitations

• Many systems are not described or only partially; this can be related to scarce experimental knowledge but not only.

• Some experimental knowledge is needed.

• Calphad cannot predict the energy of formation ofa compound, that is ab initio.

• Crystallography and defects are often simplified.

• Models are sometimes missused by assessors using too many parameters making extrapolation less accurate.

• The models implemented are limited.

Page 48: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

• Critically assess many different kinds of experimental data simultaneously

• Verify the consistency of experimental results• Plan experimental studies in systems not well known

• Calculate equilibria (also metastable) and properties in multiconstituant systems whatever x,T,P

• Define heat treatments, chemical ...

• Optimise new materials• Couple with diffusion simulation

• ...

... but used everyday to

Page 49: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

Zr 2.5%Nb 1200ppm O

N. Dupin, I. Ansara, C. Servant, C. Toffolon, C. Lemaignan, J.C. Brachet

M5 heat treated 5000h at 758KZr 1%Nb 1200ppm O

1st heating2nd neating

heat treated 360h at 843K1st heating

Page 50: Introduction to the CALPHAD approach (CALculation of PHAse …cthermo.fr/public/Lectures/calphad-cea-20061127.pdf · 2020. 6. 15. · elements in common structures was published by

0

0.02

0.04

0.06

0.08

0.1

0.12

-1000 -500 0 500 1000

Mas

s Fr

actio

n

Distance (µ m)

Cr

Co

W

Ta

Al

TiMo

Re

HfNb

C. Campbell