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Flory–Huggins solution theory

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Lattice model of polymer solutions
Polymer science
Polyacetylene
A lattice model showing a solvent (gray dots) and a polymer (black connected dots) separately, and combined into a mixed lattice.

Flory–Huggins solution theory is alattice model of thethermodynamics ofpolymer solutions which takes account of the great dissimilarity inmolecular sizes in adapting the usualexpression for theentropy of mixing. The result is an equation for theGibbs free energy changeΔGmix{\displaystyle \Delta G_{\rm {mix}}} for mixing a polymer with asolvent. Although it makes simplifying assumptions, it generates useful results for interpreting experiments.

Theory

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Thethermodynamic equation for theGibbs energy change accompanying mixing at constanttemperature and (external)pressure is

ΔGmix=ΔHmixTΔSmix{\displaystyle \Delta G_{\rm {mix}}=\Delta H_{\rm {mix}}-T\Delta S_{\rm {mix}}}

A change, denoted byΔ{\displaystyle \Delta }, is thevalue of avariable for asolution ormixture minus the values for the purecomponents considered separately. The objective is to find explicitformulas forΔHmix{\displaystyle \Delta H_{\rm {mix}}} andΔSmix{\displaystyle \Delta S_{\rm {mix}}}, theenthalpy andentropy increments associated with the mixingprocess.

The result obtained byFlory[1] andHuggins[2] is

ΔGmix=RT[n1lnϕ1+n2lnϕ2+n1ϕ2χ12]{\displaystyle \Delta G_{\rm {mix}}=RT[\,n_{1}\ln \phi _{1}+n_{2}\ln \phi _{2}+n_{1}\phi _{2}\chi _{12}\,]}

The right-hand side is afunction of the number ofmolesn1{\displaystyle n_{1}} and volume fractionϕ1{\displaystyle \phi _{1}} ofsolvent (component 1{\displaystyle 1}), the number of molesn2{\displaystyle n_{2}} and volume fractionϕ2{\displaystyle \phi _{2}} of polymer (component 2{\displaystyle 2}), with the introduction of a parameterχ{\displaystyle \chi } to take account of theenergy of interdispersing polymer and solvent molecules.R{\displaystyle R} is thegas constant andT{\displaystyle T} is theabsolute temperature. The volume fraction is analogous to themole fraction, but is weighted to take account of the relative sizes of the molecules. For a small solute, the mole fractions would appear instead, and this modification is the innovation due to Flory and Huggins. In the most general case the mixing parameter,χ{\displaystyle \chi }, is a free energy parameter, thus including an entropic component.[1][2]

Derivation

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We first calculate theentropy of mixing, the increase in theuncertainty about the locations of the molecules when they are interspersed. In the pure condensedphasessolvent and polymer – a molecule exists for any arbitrarily small volume element.[3] Theexpression for theentropy of mixing of small molecules in terms ofmole fractions is no longer reasonable when thesolute is amacromolecularchain. We take account of this dissymmetry in molecular sizes by assuming that individual polymer segments and individual solvent molecules occupy sites on alattice. Each site is occupied by exactly one molecule of the solvent or by onemonomer of the polymer chain, so the total number of sites is

N=N1+xN2{\displaystyle N=N_{1}+xN_{2}}

whereN1{\displaystyle N_{1}} is the number of solvent molecules andN2{\displaystyle N_{2}} is the number of polymer molecules, each of which hasx{\displaystyle x} segments.[4]

For arandom walk on a lattice[3] we can calculate theentropy change (the increase inspatialuncertainty) as a result of mixing solute and solvent.

ΔSmix=kB[N1lnN1N+N2lnxN2N]{\displaystyle \Delta S_{\rm {mix}}=-k_{\rm {B}}\left[N_{1}\ln {\tfrac {N_{1}}{N}}+N_{2}\ln {\tfrac {xN_{2}}{N}}\right]}

wherekB{\displaystyle k_{\rm {B}}} is theBoltzmann constant. Define the latticevolume fractionsϕ1{\displaystyle \phi _{1}} andϕ2{\displaystyle \phi _{2}}

ϕ1=N1N,ϕ2=xN2N{\displaystyle \phi _{1}={\frac {N_{1}}{N}},\quad \phi _{2}={\frac {xN_{2}}{N}}}

These are also the probabilities that a given lattice site, chosen atrandom, is occupied by a solvent molecule or a polymer segment, respectively. Thus

ΔSmix=kB[N1lnϕ1+N2lnϕ2]{\displaystyle \Delta S_{\rm {mix}}=-k_{\rm {B}}[\,N_{1}\ln \phi _{1}+N_{2}\ln \phi _{2}\,]}

For a small solute whose molecules occupy just one lattice site,x{\displaystyle x} equals one, the volume fractions reduce tomolecular or mole fractions, and we recover the usualentropy of mixing.

In addition to the entropic effect, we can expect anenthalpy change.[5] There are three molecular interactions to consider: solvent-solventw11{\displaystyle w_{11}}, monomer-monomerw22{\displaystyle w_{22}} (not thecovalent bonding, but between different chain sections), and monomer-solventw12{\displaystyle w_{12}}. Each of the last occurs at the expense of the average of the other two, so the energy increment per monomer-solvent contact is

Δw=w1212(w22+w11){\displaystyle \Delta w=w_{12}-{\tfrac {1}{2}}(w_{22}+w_{11})}

The total number of such contacts is

xN2zϕ1=N1ϕ2z{\displaystyle xN_{2}z\phi _{1}=N_{1}\phi _{2}z}

wherez{\displaystyle z} is the coordination number, the number of nearest neighbors for a lattice site, each one occupied either by one chain segment or a solvent molecule. That is,xN2{\displaystyle xN_{2}} is the total number of polymer segments (monomers) in the solution, soxN2z{\displaystyle xN_{2}z} is the number of nearest-neighbor sites toall the polymer segments. Multiplying by the probabilityϕ1{\displaystyle \phi _{1}} that any such site is occupied by a solvent molecule,[6] we obtain the total number of polymer-solvent molecular interactions. An approximation followingmean field theory is made by following this procedure, thereby reducing the complex problem of many interactions to a simpler problem of one interaction.

The enthalpy change is equal to the energy change per polymer monomer-solvent interaction multiplied by the number of such interactions

ΔHmix=N1ϕ2zΔw{\displaystyle \Delta H_{\rm {mix}}=N_{1}\phi _{2}z\Delta w}

The polymer-solvent interaction parameterchi is defined as

χ12=zΔwkBT{\displaystyle \chi _{12}={\frac {z\Delta w}{k_{\rm {B}}T}}}

It depends on the nature of both the solvent and the solute, and is the onlymaterial-specific parameter in the model. The enthalpy change becomes

ΔHmix=kBTN1ϕ2χ12{\displaystyle \Delta H_{\rm {mix}}=k_{\rm {B}}TN_{1}\phi _{2}\chi _{12}}

Assembling terms, the total free energy change is

ΔGmix=RT[n1lnϕ1+n2lnϕ2+n1ϕ2χ12]{\displaystyle \Delta G_{\rm {mix}}=RT[\,n_{1}\ln \phi _{1}+n_{2}\ln \phi _{2}+n_{1}\phi _{2}\chi _{12}\,]}

where we have converted the expression from moleculesN1{\displaystyle N_{1}} andN2{\displaystyle N_{2}} to molesn1{\displaystyle n_{1}} andn2{\displaystyle n_{2}} by transferring theAvogadro constantNA{\displaystyle N_{\text{A}}} to thegas constantR=kBNA{\displaystyle R=k_{\rm {B}}N_{\text{A}}}.

The value of the interaction parameter can be estimated from theHildebrand solubility parametersδa{\displaystyle \delta _{a}} andδb{\displaystyle \delta _{b}}

χ12=Vseg(δaδb)2RT{\displaystyle \chi _{12}={\frac {V_{\rm {seg}}(\delta _{a}-\delta _{b})^{2}}{RT}}}

whereVseg{\displaystyle V_{\rm {seg}}} is the actual volume of a polymer segment.

In the most general case the interactionΔw{\displaystyle \Delta w} and the ensuing mixing parameter,χ{\displaystyle \chi }, is a free energy parameter, thus including an entropic component.[1][2] This means that aside to the regular mixing entropy there is another entropic contribution from the interaction between solvent and monomer. This contribution is sometimes very important in order to make quantitative predictions of thermodynamic properties.

More advanced solution theories exist, such as theFlory–Krigbaum theory.

Liquid-liquid phase separation

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Osmotic pressure for a polymer solution in two regimes of interaction parameterχ{\displaystyle \chi }
Schematic of thebinodal andspinodal curves for a semi-dilute polymer solution. The light blue region indicates a metastable solution where phase separation occurs and the white region corresponds to well-mixed states. The dark blue unstable region corresponds to states wherespinodal decomposition occurs.

Polymers can separate out from the solvent, and do so in a characteristic way.[4] The Flory–Huggins free energy per unit volume, for a polymer withN{\displaystyle N} monomers, can be written in a simple dimensionless form

f=ϕNlnϕ+(1ϕ)ln(1ϕ)+χϕ(1ϕ){\displaystyle f={\frac {\phi }{N}}\ln \phi +(1-\phi )\ln(1-\phi )+\chi \phi (1-\phi )}

forϕ{\displaystyle \phi } the volume fraction of monomers, andN1{\displaystyle N\gg 1}. Theosmotic pressure (in reduced units) is

Π=ϕNln(1ϕ)ϕχϕ2{\displaystyle \Pi ={\frac {\phi }{N}}-\ln(1-\phi )-\phi -\chi \phi ^{2}}.

The polymer solution is stable with respect to small fluctuations when the second derivative of this free energy is positive. This second derivative is

f=1Nϕ+11ϕ2χ{\displaystyle f''={\frac {1}{N\phi }}+{\frac {1}{1-\phi }}-2\chi }

and the solution first becomes unstable when this and the third derivative

f=1Nϕ2+1(1ϕ)2{\displaystyle f'''=-{\frac {1}{N\phi ^{2}}}+{\frac {1}{(1-\phi )^{2}}}}

are both equal to zero. A little algebra then shows that the polymer solution first becomes unstable at a critical point at

χcp1/2+N1/2+ϕcpN1/2N1+{\displaystyle \chi _{\text{cp}}\simeq 1/2+N^{-1/2}+\cdots \qquad \phi _{\text{cp}}\simeq N^{-1/2}-N^{-1}+\cdots }

This means that for all values of0<χ1/2{\displaystyle 0<\chi \lesssim 1/2} the monomer-solvent effective interaction is weakly repulsive, but this is too weak to cause liquid/liquid separation. However, whenχ>1/2{\displaystyle \chi >1/2}, there is separation into two coexisting phases, one richer in polymer but poorer in solvent, than the other.

The unusual feature of the liquid/liquid phase separation is that it is highly asymmetric: the volume fraction of monomers at the critical point is approximatelyN1/2{\displaystyle N^{-1/2}}, which is very small for large polymers. The amount of polymer in the solvent-rich/polymer-poor coexisting phase is extremely small for long polymers. The solvent-rich phase is close to pure solvent. This is peculiar to polymers, a mixture of small molecules can be approximated using the Flory–Huggins expression withN=1{\displaystyle N=1}, and thenϕcp=1/2{\displaystyle \phi _{\text{cp}}=1/2} and both coexisting phases are far from pure.

Polymer blends

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Synthetic polymers rarely consist of chains of uniform length in solvent. The Flory–Huggins free energy density can be generalized[5] to an N-component mixture of polymers with lengthsri{\displaystyle r_{i}} by

f({ϕi,ri})=i=1Nϕirilnϕi+12i,j=1Nϕiϕjχij{\displaystyle f{\Bigl (}\{\phi _{i},r_{i}\}{\Bigr )}=\sum _{i=1}^{N}{\frac {\phi _{i}}{r_{i}}}\ln \phi _{i}+{\frac {1}{2}}\sum _{i,j=1}^{N}\phi _{i}\phi _{j}\chi _{ij}}

For a binarypolymer blend, where one species consists ofNA{\displaystyle N_{A}} monomers and the otherNB{\displaystyle N_{B}} monomers this simplifies to

f(ϕ)=ϕNAlnϕ+1ϕNBln(1ϕ)+χϕ(1ϕ){\displaystyle f(\phi )={\frac {\phi }{N_{A}}}\ln \phi +{\frac {1-\phi }{N_{B}}}\ln(1-\phi )+\chi \phi (1-\phi )}

As in the case for dilute polymer solutions, the first two terms on the right-hand side represent the entropy of mixing. For large polymers ofNA1{\displaystyle N_{A}\gg 1} andNB1{\displaystyle N_{B}\gg 1} these terms are negligibly small. This implies that for a stable mixture to existχ<0{\displaystyle \chi <0}, so for polymers A and B to blend their segments must attract one another.[6]

Limitations

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Flory–Huggins theory tends to agree well with experiments in the semi-dilute concentration regime and can be used to fit data for even more complicated blends with higher concentrations. The theory qualitatively predicts phase separation, the tendency for high molecular weight species to be immiscible, theχT1{\displaystyle \chi \propto T^{-1}} interaction-temperature dependence and other features commonly observed in polymer mixtures. However, unmodified Flory–Huggins theory fails to predict thelower critical solution temperature observed in some polymer blends and the lack of dependence of the critical temperatureTc{\displaystyle T_{\text{c}}} on chain lengthri{\displaystyle r_{i}}.[7] Additionally, it can be shown that for a binary blend of polymer species with equal chain lengths(NA=NB){\displaystyle (N_{A}=N_{B})} the critical concentration should beψc=1/2{\displaystyle \psi _{\text{c}}=1/2}; however, polymers blends have been observed where this parameter is highly asymmetric. In certain blends, mixing entropy can dominate over monomer interaction. By adopting the mean-field approximation,χ{\displaystyle \chi } parameter complex dependence ontemperature, blend composition, and chain length was discarded. Specifically, interactions beyond the nearest neighbor may be highly relevant to the behavior of the blend and the distribution of polymer segments is not necessarily uniform, so certain lattice sites may experience interaction energies disparate from that approximated by the mean-field theory.

One well-studied[4][6] effect on interaction energies neglected by unmodified Flory–Huggins theory is chain correlation. In dilute polymer mixtures, where chains are well separated, intramolecular forces between monomers of the polymer chain dominate and drive demixing leading to regions where polymer concentration is high. As the polymer concentration increases, chains tend to overlap and the effect becomes less important. In fact, the demarcation between dilute and semi-dilute solutions is commonly defined by the concentration where polymers begin to overlapc{\displaystyle c^{*}} which can be estimated as

c=m43πRg3{\displaystyle c^{*}={\frac {m}{{\frac {4}{3}}\pi R_{\text{g}}^{3}}}}

Here,m is the mass of a single polymer chain, andRg{\displaystyle R_{\text{g}}} is the chain'sradius of gyration.

Footnotes

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  1. ^ "Thermodynamics of HighPolymerSolutions",Paul J. FloryJournal of Chemical Physics, August 1941, Volume 9, Issue 8, p. 660Abstract. Flory suggested that Huggins' name ought to be first since he had published several months earlier: Flory, P.J., "Thermodynamics of high polymer solutions",J. Chem. Phys.10:51-61 (1942)Citation Classic No. 18, May 6, 1985Archived November 27, 2014, at theWayback Machine
  2. ^ "Solutions of Long ChainCompounds",Maurice L. HugginsJournal of Chemical Physics, May 1941 Volume 9, Issue 5, p. 440Abstract
  3. ^ We are ignoring thefree volume due to molecular disorder in liquids and amorphous solids as compared tocrystals. This, and the assumption thatmonomers and solute molecules are really the same size, are the maingeometric approximations in this model.
  4. ^ For a realsynthetic polymer, there is astatisticaldistribution ofchain lengths, sox{\displaystyle x} would be anaverage.
  5. ^ Theenthalpy is theinternal energy corrected for anypressure-volumework at constant (external)P{\displaystyle P}. We are not making any distinction here. This allows the approximation ofHelmholtz free energy, which is the natural form of free energy from the Flory–Huggins lattice theory, to Gibbs free energy.
  6. ^ In fact, two of the sites adjacent to a polymer segment are occupied by other polymer segments since it is part of achain; and one more, making three, forbranching sites, but only one forterminals.

References

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  1. ^abBurchard, W (1983). "Solution Thermodyanmics of Non-Ionic Water Soluble Polymers.". In Finch, C. (ed.).Chemistry and Technology of Water-Soluble Polymers. Springer. pp. 125–142.ISBN 978-1-4757-9661-2.
  2. ^abFranks, F (1983). "Water Solubility and Sensitivity-Hydration Effects.". In Finch, C. (ed.).Chemistry and Technology of Water-Soluble Polymers. Springer. pp. 157–178.ISBN 978-1-4757-9661-2.
  3. ^Dijk, Menno A. van; Wakker, Andre (1998-01-14).Concepts in Polymer Thermodynamics. CRC Press. pp. 61–65.ISBN 978-1-56676-623-4.
  4. ^abde Gennes, Pierre-Gilles (1979).Scaling concepts in polymer physics. Ithaca, N.Y.: Cornell University Press.ISBN 080141203X.OCLC 4494721.
  5. ^Berry, J; et al. (2018). "Physical principles of intracellular organization via active and passive phase transitions".Reports on Progress in Physics.81 (46601): 046601.Bibcode:2018RPPh...81d6601B.doi:10.1088/1361-6633/aaa61e.PMID 29313527.S2CID 4039711.
  6. ^abDoi, Masao (2013).Soft Matter Physics. Great Clarendon Street, Oxford, UK: Oxford University Press.ISBN 9780199652952.
  7. ^Schmid, Friederike (2010). "Theory and Simulation of Multiphase Polymer Systems".arXiv:1001.1265 [cond-mat.soft].

External links

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