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1 Introduction A.H.M. Levelt University of Nijmegen
Transcript
Page 1: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

1

IntroductionA.H.M. Levelt

University of Nijmegen

Page 2: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

2

A favorite pastime of mankind: distilling brandy in Charente(France)

Page 3: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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The alambic explained

Page 4: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

4

Distilling in the chemical lab

Page 5: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

5

In the early 1990s the physicist Paul Meijer (CUA, Washington,DC) draw my attention to large symbolic computations in classicalthermodynamics. He had noticed several exact computations inJ.J. Van Laar’s work, which he and then I confirmed, using Maple.

He also showed me D.J. Korteweg’s forgotten 1891 papers on themathematics underlying Van der Waals theory of binary mixtures.

Presently, my sister, J.M.H. Levelt Sengers (NIST, Gaithersburg,MD) and I are trying to understand Korteweg’s work from amodern physical and mathematical point of view.

Page 6: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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In the 1970s R.L. Scott and P.H. van Konynenburg studied thegeneral Van der Waals binary mixture model, derived thecomplicate fundamental relations using paper and pencil,performed all further computations numerically and presented theresults graphically.

In my lecture(s) all aspects will be touched upon: introductorythermodynamics, Korteweg’s papers and the results of VanKonynenburg and Scott. The emphasis will be on the mathematics,algorithms and visualizations, not on the often subtile physicalinterpretations. Cf. [[CAL 1985]] and [[JJK 2001]] forthermodynamics.

I will signal open problems. Solutions are welcome

Page 7: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

7

Photo gallery of the giants:

Page 8: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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James Clerk Maxwell, 1831-1879

Page 9: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Josiah Willard Gibbs, 1839-1903

Page 10: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

10

Johannes Diderik van de Waals, 1837-1923, Nobel Prize 1910

Page 11: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

11

Diederik Johannes Korteweg, 1848-1941

Page 12: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

12

Crash course in thermodynamics

Fluid = gas (vapor) and/or liquid (phase)

Fluid inside cylinder with movable piston

The whole au bain-marie, i.e. temperature fixed

Page 13: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Here we restrict ourselves to one component fluids (= one kind ofmolecules)

Push the piston: the pressure will increase. But not always. Alsovapor may condense.

Pull the piston: the pressure will decrease. But not always. Alsoliquid may vaporize.

The next diagram shows what happens

Page 14: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

14

Figure 1: liquid, vapor, liquid+vapor

Page 15: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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The graph is an isotherm = curve of constant temperature.

Pulling the piston hard enough only vapor remains, the pressurecontinues to decrease.

When pushing sufficiently, liquid starts to appear. Pushing on,more and more vapor changes into liquid and the pressure remainsconstant. The liquid and vapor phase coexist.

When all vapor has gone, pushing the piston causes pressure toincrease (steeply!).

Page 16: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Wanted: a good physical/mathematical model of thisphenomenon

In 1873 J.D. van der Waals presented in his doctoral thesis[[VdW 1873]] at the University of Amsterdam his well-knownequation of state

(P +

a

V 2

)(V − b) = R T (1)

an adaptation of P V = R T holding for ideal gases. Here a, b areconstants depending on the fluid under consideration. R is thegeneral gas constant.

Alternative form of (1)

P =R T

V − b− a

V 2(2)

Page 17: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Graph of Van der Waals equation (2)

The points with positive tangent direction are not stable: thepressure increases with the volume.

Then graph does not contain the horizontal ”coexistence part”.

Page 18: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

18

Needed: extra rule(s) to describe stable equilibria

In 1875 J.C. Maxwell gave such a rule. It says where the horizontal”green line” must be drawn:

Area I = Area II

in the picture on the next slide.

A nice fast (Maple) algorithm solves this problem

Page 19: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Maxwell’s equal areas rule

Page 20: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Maxwell’s rule can be formulated in a different way.

First note that Maxwell’s rule is equivalent to∫ Vg

Vl

P d V = P0(Vg − Vl) (3)

where (Vl, P0) is the left, (Vg, P0) the right endpoint of the greenline segment in figure 1

Let F = F (V ) be such that dF/dV = −P

(e.g. F = −RT log(V − b)− a/V ).

Then the graph of F has a double tangent line having direction−P0. (Check this!)

The next slide shows a picture of the situation.

Page 21: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Page 22: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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F is the free energy, or Helmholz energy, of our system. For anisothermic system it determines the stable phase equilibria. Thefollowing statements follow from the Second Fundamental Law ofThermodynamics:

A point Q on the graph F of F corresponds to a locally stablephase when F is locally convex at Q.

If the tangent line to F at Q lies below F everywhere, then Q is a(pure) globally stable phase.

If a line lies below F with the exception of 2 tangent points Q1, Q2

(as in our case!) then again we have global stability, a mixture ofthe coexisting phases Q1, Q2.

Page 23: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Page 24: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

24

In the previous slide a number of isotherms in our V P diagramwere drawn. With increasing temperature the green line segmentdecreases till zero length is reached. This is the critical point(O

′′′= D

′′′).

Obviously, the critical isotherm has a point of inflexion at thecritical point and the tangent line is horizontal. Hence, thed P/d V = 0 and d2P/d V 2 = 0 at the critical point. A smallcomputation leads to the following critical values:

Vc = 3b, Pc =127

a

b2, Tc =

827

a

R b(4)

Example H2O: Tc = 374◦ Celsius, Pc = 217 atm.

Page 25: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Introduce new reduced variables by

Tr = T/Tc, Pr = P/Pc, Vr = V/Vc (5)

In the new variables Van der Waals equation becomes

Pr =8 Tr

Vr − 1− 27

V 2r

(6)

The same equation for all fluids! This is Van der Waals’ law ofcorresponding states

In the sequel reduced variables will be used frequently. We shallwrite T instead of Tr, etc.

Page 26: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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The curve containing O,O′, O′′, O′′′ = D′′′, D′′, D′, D is thecoexistence curve, the boundary of the coexistence region. To theleft is the liquid phase, to the right the gas phase.

Page 27: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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The equal areas algorithm

PmaxP

1P

0

Pmin

Vl Vg

V

P

Difference = Area I - Area II. P0 equal areas lineP0 < P1 < Pmax =⇒ Difference < 0Pmin < P1 < P0 =⇒ Difference > 0

Page 28: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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From the previous picture the algorithm is obvious. Choose errorbound ε > 0. The game is played with two numbers P1, P2:

Pmin ≤ P2 ≤ P1 ≤ Pmax

At the start P1 = Pmax, P2 = Pmin.

If | Difference(P1) |< ε or | Difference(P2) |< ε we are done.

Otherwise, take Q = (P1 + P2)/2. If | Difference(Q) |≤ ε we aredone again.

Otherwise, if Difference(Q) < 0 put P1 := Q, otherwise P2 := Q.

Page 29: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Computing Difference

For T fixed (below critical temperature) and P1 (resp. P2) asbefore, solve

P1 =8T

V − 1− 27

V 2

for V . Let Vl (resp. Vg) be the smallest (resp. largest) solution.Then

Difference(P1) =∫ Vg

Vl

P dV − P1(Vg − Vl)

Define F (V ) = −8T log(V − 1)− 27/V . Then F ′(V ) = −P and

Difference(P1) = F (Vl)− F (Vg) + P1Vl − P1Vg

Note that

P1Vl =(

8T

Vl − 1+

27V 2

l

)Vl

and similar for P1Vg.

Page 30: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Finally, an easy computation shows

Difference(P1) = M(Vl)−M(Vg)

where

M(V ) = −8T log(V − 1)− 54V

+8T

V − 1+ 8T

The algorithm is quick: it computes Table 1 in Appendix B of[[KS 1980]] in 75 secs on my notebook (ε = 0.00001). The averagenumber of iterations is 15.

Computing (Vl, P0), (Vg, P0) for a range of values of T , 0 < T < 1,one can draw the boundary of the coexisting region. Cf. next slide

The last slide shows the vapor pressure curve: the dependence ofP0 on T .

Page 31: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

31

Boundary of the coexistence region

Page 32: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

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Vapor pressure curve. Upper endpoint = critical point.

Page 33: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

33

Short list of books and papers. Extended references in [KYR 1996] and

[LS 2002]

References

[CAL 1985] Callen, H.B. Thermodynamics and an introduction to

thermostatistics, 2nd ed., John Wiley & Sons (1985)

[JJK 2001] Kelly, J.J. Review of Thermodynamics form Stastical Physics

using Mathematica,

http://www.nscp.umd.edu/ kelly/PHYS603/notebooks.htm

(2001)

[KYR 1996] Kipnis, A. Ya., Yavelov, B. E., and Rowlinson, J.S., Van

der Waals and Molecular Science, Clarendon Press, Oxford

(1996)

[KS 1980] Van Konynenburg, P.H., Scott, R.L. Critical lines and phase

equilibria in binary Van der Waals mixtures, Phil. Trans.

Page 34: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

34

Royal Soc.London, 298, 495-540 (1980)

[PP 1891] Korteweg, D.J. Sur les points de plissement, Archives

neerlandaises des sciences exactes et naturelles (Societe

Hollandaise des Sciences a Haarlem), (1), 24, 57-98 (1891)

[TGP 1891] Korteweg, D.J. La theorie generale des plis, Archives

neerlandaises, (1), 24, 295-368 (1891)

[TK, 2000] Kraska, T. The Internet as Lecture Demonstration Tool,

http://van-der-waals.pc.uni-koeln.de/Halifax.html

[VL1 1905] Van Laar, J.J. An exact expression for the course of the

spinodal curves and their plaitpoints for all temperatures, in

the case of mixtures of normal substances, Proc. Kon. Acad.

Amsterdam, VIII, 646-657 (1905)

[VL2 1905] Van Laar, J.J. On the shape of the plaitpoint curve for

mixtures of normal substances, Proc. Kon. Acad.

Amsterdam, VIII, 33-48 (and table) (1905)

[AL 1995] Levelt, A.H.M. Van der Waals, Korteweg, van Laar: a Maple

Page 35: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

35

Excursion into the Thermodynamics of Binary Mixtures,

Computer Algebra in Industry 2, Edited by A.M. Cohen, L.

van Gastel, S.M. Verduyn Lunel. John Wiley & Sons (1995)

[LS 2002] Levelt Sengers, Johanna M.H. How Fluids Unmix;

Discoveries by the School of Van der Waals and Kamerlingh

Onnes, Edita-KNAW (Royal Netherlands Academy of Arts

and Sciences) (2002)

[LL 2002] Johanna Levelt Sengers and Antonius H.M. Levelt Diederik

Korteweg, Pioneer of Criticality, Physics Today, December

2002, 47-54, American Institute of Physics (2002)

[PM 1989] Meijer, P.H.E., The Van der Waals equation of state around

the Van Laar point, J. Chem. Phys. 90, 448-456 (1989)

[ROW 1988] Rowlinson, J.S. J.D. van der Waals, On the Continuity of

the Gaseous and the Liquid States, Studies in Statistical

Mechanics XIV. J.L. Lebowitz, Ed., North Holland,

Amsterdam (1988)

Page 36: Introduction - Wiskundeahml/introduction.pdf · 2007-03-05 · [CAL 1985] Callen, H.B. Thermodynamics and an introduction to thermostatistics, 2nd ed., John Wiley & Sons (1985) [JJK

36

[VdW 1873] Van der Waals, J.D. Over de Continuiteit van den Gas- en

Vloeistoftoestand [On the Continuity of the Gaseous and

Liquid States], doctoral thesis, Leiden, A.W. Sijthoff (1873)

[VdW 1890] Van der Waals, J.D. Molekulartheorie eines Korpers, der

aus zwei verschiedenen Stoffen besteht [Molecular theory of a

substance composed of two different species], Z. Physik.

Chem. 133-173 (1890). English translation: cf. Rowlinson

1988.


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