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Thermodynamics & Properties Lab. A Helmholtz energy equation of state for calculating the thermodynamic properties of fluid mixtures Eric W. Lemmon, Reiner Tillner-Roth
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A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

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Page 1: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

A Helmholtz energy equation of state for calculating the thermodynamic

properties of fluid mixtures

Eric W. Lemmon, Reiner Tillner-Roth

Page 2: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Abstract

New Approach based on highly accurate EOS for the pure components

combined at the reduced T, ρ of the mixture reducing parameters for the T,ρ : composition

For simple mixtures with relatively simple functions

very accurate representation

For nonideal mixtures modified reducing func.(T, ρ)+departure func.

0.1% in density, 1% in Cv, 1% in bubble point pressure

Page 3: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Abstract

Two applications of mixture model concepts developed independently in USA and Germany over

the same time period including the development of individual equation for

each binary systemgeneralization of the model for a wide variety of

mixtures Similarities and differences

Page 4: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

Dimensionless Helmholtz energy, Thermodynamic properties of pure fluids with high

accuracy over a wide range of T, P All thermodynamic properties from a single

mathematical relation A large number of adjustable coeff. (up to 58 terms

reported) Reference equation for the calculation of property

tables and chartaccuracy : restricted only by the accuracy of available

measurements

RTA=α

Page 5: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

Due to the complexity Equation with many coefficients

applied only to pure fluids High-accuracy EOS

developed for only about 30 pure substances

Only a few attempts to describe mixture properties using multiparameter EOS

Page 6: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

Plocker et al. (1978) one-fluid theory applied to modified Benedict-Webb-

Rubin(mBWR) EOS with a mixing rule for the pseudo-critical temperature VLE and Enthalpies at high pressures

Platzer and Maurer (1993) generalized the 20-term Bender equation prediction for multicomponents mixture properties

Huber and Ely (1994) extended corresponding states model based on mBWR

EOS

Page 7: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

Mixture model (pure → mixture) based on high-accuracy pure fluid EOS for the pure

components pressure-explicit EOS

simple integration of pressuregenerally explicit in Helmholtz energyadopted for the mixture

combination rules for the Helmholtz energy function of mixture components (not mixing rules)not required a fixed structure of the pure fluid equation

single mathematical expression

Page 8: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

General form of Helmholtz energy model independently developed by both authors during

overlapping periods of time Tillner-Roth (1993)

focused on developing an accurate formulation for individual binary mixtures for a large amount of accurate experimental data

Lemmon (1996) focused on developing a generalized model capable of

accurate property calculation for a large number of fluid mixtures

Page 9: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Introduction

Purpose additional detail and background for the models

especially ideal mixture difference between the models

Page 10: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Helmholtz energy

EOS for the pure fluids ideal part + residual part

reducing parameter Tn, Vn : critical properties

( ) ( ) ( )δτα+δτα=δτα= ,,, r0

RTA

( ) ( )[ ]+==

τ−−+τ+τ+δ=δτα2

11

1

21

0 exp1lnlnln,k

kkkk

k

k

mk accc k

( ) ( )+=+=

δ−τδ+τδ=δτα4

13

3

12

r exp,k

kk

emnk

k

kk

mnk

kkkkk cc

VV

TT n

n

n =ρρ=δ=τ ,

Page 11: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Helmholtz energy

Transforming into the Helmholtz energy form by integrating the relation

δ∂

α∂δ+ρ=τ

r

1RTp

Page 12: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Mixture Model

α of mixture : composition dependence

Ideal gas mixture : analytically from functions for the ideal gas properties of the pure fluids

consistent with ideal parts of the pure fluid equation with independent reduced variable τ, δ

r0 α+α=α

( ) ( ) ==

+α=α=αl

iii

l

iii xxVTxVT

11

000 ln,,, x

Page 13: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Mixture Model

Residual Helmholtz energy

linear combination of the pure fluid residual energy departure function, Δαr

interaction of different species in the mixture Corresponding states principle

shape factors : ratios of the critical properties

( ) ( ) ( )xx ,,,,, r

1

r δταΔ+δτα=δτα =

l

i

riix

τ===τ=⋅=TT

TT

TT

ThTT n

r

rnr

n

rnr

,, ,

Page 14: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Mixture Model

Page 15: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Mixture Model

Reducing parameter of the pure fluid equation ≠ reducing functions of the mixture pseudo-critical parameter τ, δ

composition dependence

as xi approaches 1

( ) ( ) ( ) ( )V

VT

T nn xxxx =δ=τ ,

( ) ( )

( ) ( ) ii

inninn VVTT

δ→δτ→τ

→→

xx

xx

,or

, ,,

Page 16: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model

Linear mixture model linear combinations of the pure fluid parameters

departure function Δαr omittedno adjustable parameters

( ) ( ) ==

==l

iinin

l

iinin VxVTxT

1,

1, , xx

Page 17: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

1,1,1,2-tetrafluoroethane(R-134a) +difluoromethane(R-32)

close behavior of an ideal solution VLE : excellent results (Fig.1a) Density in subcritical range (Fig.2a)

vapor, liquid density : good agreement Density in supercritical range (Fig.2b)

larger deviation Isochoric heat capacity

±1%(about the experimental uncertainty)

Page 18: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

water+ammonia mixture of polar components showing large mixing

effects, wide two-phase region VLE (Fig.1b)

dew curve : well high conc. in the vapor phaseideal at lower pressures

bubble curve : large deviation Density (Fig.2c)

-1% ~ +3% deviation Excess enthalpy (Fig.3c)

poor representation : related to VLE

Page 19: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

ethane+carbon dioxideazeotropic behavior

VLE (Fig.1c)incorrect prediction

Isochoric heat capacity (Fig.3b)less accurate>2% deviation outside of the critical region

Page 20: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

Page 21: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

Page 22: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Linear mixture model : Application

Page 23: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Modification of the reducing functions

kT,ij, kV,ij: adjustable parameter Effect of varying kT,ij, kV,ij

VLE of ethane+carbon dioxide (Fig.4) (kT,ij > kV,ij )Cv : 1.4% deviation (Fig.5)

( )

( )

= =

= =

=

=

l

i

l

jijnjin

l

i

l

jijnjin

VxxV

TxxT

1 1,

1 1,

x

x ( )

( )jjniinijVijn

jjniinijTijn

VVkV

TTkT

,,,,

,,,,

2121

+=

+=

Page 24: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Page 25: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Page 26: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Modification by Tilner-Roth supplement the quadratic expression with βT, βV

effect of exponents on the shape (Fig.6) influence of Tn,12 or Vn,12

asymmetric with respect to composition Additional flexibility for tuning of the mixture model

( )( ) 12,222,

221,

21

12,222,221,

21

)1(2

)1(2

nnnn

nnnn

VxxVxVxV

TxxTxTxTV

T

β

β

−++=

−++=

x

x

Page 27: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Page 28: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Enhancement to the Mixture Model

Modification by Lemmon modified the linear reducing function

ζij,ξij,βij : modify the shape of the reducing parameter βij=1,

for ethane+CO2, ζij=-67.4K (kT,ij=0.89)

= +==

= +=

β

=

ξ+=

ζ+=

1

1 11,

1

1 11,

)(

)(

l

i

l

ijijji

l

iinin

l

i

l

ijijji

l

iinin

xxVxV

xxTxT ij

x

x

( )( )( )( )1

1

,,,

,,,

−+=ξ

−+=ζ

ijVjninij

ijTjninij

kVV

kTT

Page 29: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Departure function

Departure function

only to mixture properties, no effect at the pure fluid limits

magnitude of departure functiongenerally one order smaller than the residual αr

modeling : regression analysis by Wagnera set of of experimental data→lowest standard

deviation→bank of terms→subset of term for Δαij

optimization : modified Marquardt-Fletcher algorithm

( ) ( )−

= +=

δταΔ=δταΔ1

1 1,,,,,

l

i

l

ijjiijji

r xxxxx

Page 30: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Tillner-Roth

Introduction an exponent γ in the departure function for a binary system

asymmetric influencevery effective for simple system, R-152+R134areduce the number of terms in the departure functionapplied only to binary systems to date

For water+ammonia,

( ) ( ) ( )jiij xxxxx ,,,1,, 22r δταΔ−=δταΔ γ

( ) ( )kkkkkk emnemn xx δ−τδδ−τδ expandexp 2

Page 31: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Tillner-Roth

Results for R-134a+R-32 five-term departure function

Fig.7 ( cf. Fig.2b )density at liquid & vapor region : ±0.1%density at critical region : -6 ~ ±0.4%

( ) ( ) ( )

δ−τδ+τδ−=δταΔ ==

γ5

3

2

1exp1,,

k

emnk

k

mnk

r kkkkk ccxxx

Page 32: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Tillner-Roth

Page 33: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Tillner-Roth

Results for water+ammonia 14-term departure function : 19 adjustable parameters

Fig.8 ( cf. Fig.1b, Fig.3c )improved representation

( )( ) ( ) ( )

( )141414

11

exp

expexp1

,,

214

13

7

6

21

r

emn

k

emnk

k

emnk

mn

xc

cxccxx

kkkkkk

δ−τδ+

δ−τδ+δ−τδ+τδ=−

δταΔ ==

γ

x

Page 34: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Tillner-Roth

Page 35: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Lemmon

Generalized departure function

ck, nk, mk : fixed the same for all mixture Fij, ζij, ξij, βij : adjustable parameters from (p,V,T,x)

0.2% in density, 1% in heat capacities1-2% bubble point pressure at critical temp.5-10% bubble point pressure at critical temp. father

apart

( ) ( )

( )

=

= +=

τδ=δταΔ

δταΔ=δταΔ

10

1

1

1 1

r

,

,,,

k

mnkij

l

i

l

ijijijji

kkc

Fxxx

Page 36: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Lemmon

Results propane + n-butane : Fig.10

less than 0.04% average absolute deviation in density0.4% average absolute deviation in bubble point

pressure Uncertainty of the equation reported

0.2% in density1% in heat capacities

Fig.11 : ternary refrigerant mixture

Page 37: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Lemmon

Page 38: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Applications by Lemmon

Page 39: A Helmholtz energy equation of state for calculating the ... · PDF filefor calculating the thermodynamic properties of fluid mixtures ... accurate EOS for the pure ... applied to

Thermodynamics & Properties Lab.

Conclusions

EOS for mixture in terms of the Helmholtz energy has been developed and applied to several fluid systems by two different research groups

By Tillner-Roth, model of single binary systems for which comprehensive accurate data are available

By Lemmon, generalized model was presented which accurately predicts thermodynamic properties of mixtures

Further research for more nonideal systems and complex multicomponent mixtures