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Binodal

In thermodynamics and materials science, a binodal (or binodal curve, also known as the coexistence curve) represents the boundary in a phase diagram that separates a single-phase region from a two-phase region in multi-component systems, such as binary or ternary mixtures, where it delineates the compositions and temperatures at which phase separation into coexisting stable phases becomes thermodynamically favorable.^[1] This curve is determined by the condition that the chemical potentials of each component are equal between phases, often visualized through the common tangent construction on the Gibbs free energy versus composition plot, where the slope of the tangent equals the difference in chemical potentials of the components, marking the limits of complete miscibility.^[2] Binodals are fundamental for predicting phase equilibria in solutions, alloys, and polymers, influencing processes like precipitation, emulsification, and material design. The binodal is mathematically defined by the equality of chemical potentials for each component across the coexisting phases.^[1] In binary mixtures, it typically forms a lens-shaped region below the critical temperature, with the curve converging at the critical point where the distinction between phases vanishes.^[2] For regular solution models, the interaction parameter \chi governs the curve: phase separation occurs when \chi > 2, where A relates to mixing enthalpy.^[2] Distinct from the spinodal curve, which bounds the region of absolute instability where small fluctuations spontaneously grow via spinodal decomposition, the binodal encloses metastable zones requiring nucleation for phase separation.^[1] In ternary systems, binodals project as curves from bitangent lines on the free energy surface, forming tie-lines that connect conjugate phases and aiding in the computation of liquid-liquid equilibria for applications in chemical engineering and separations.^[3] These concepts underpin the analysis of complex behaviors in soft matter, enabling precise control over microstructure formation in materials like blends and colloids.

Definition and Basic Concepts

Definition

In thermodynamics, the binodal, also known as the coexistence curve or binodal curve, is a curve in the isobaric temperature-composition plane for a mixture that defines the boundary separating the region of complete miscibility (single-phase stability) from the region where two phases coexist in equilibrium.^[4] This boundary marks the conditions under which single-phase mixtures transition to metastable or unstable states upon crossing it, with binodal compositions corresponding to pairs of points connected by common tangents to the Gibbs free energy of mixing curve.^[4] At these points, the chemical potentials of each component are equal between the coexisting phases, ensuring thermodynamic equilibrium as per the criteria for phase separation in multi-component systems.^[4] Phase diagrams, in which the binodal appears, serve as graphical representations of the equilibrium states of a system as functions of thermodynamic variables such as temperature, pressure, and composition.^[5] These diagrams illustrate the conditions under which different phases are stable or coexist, providing a visual map for predicting phase behavior without requiring detailed experimental data for every point.^[5] For multi-component mixtures, the binodal specifically delineates the onset of phase separation, distinguishing it from other boundaries like those involving solid-liquid transitions. The concept of the binodal evolved from the foundational work of J. Willard Gibbs on the equilibrium of heterogeneous substances and his phase rule, which established the degrees of freedom in systems with multiple phases and components, initially applied to binary mixtures in the late 19th century.^[6]

Relation to Phase Diagrams

The binodal curve serves as a fundamental boundary in phase diagrams, delineating the transition from a single-phase region to a two-phase coexistence region in multicomponent systems. In binary mixtures, it is commonly represented in composition-temperature diagrams at constant pressure, where the curve encloses the immiscibility gap, indicating compositions and temperatures at which phase separation occurs. In ternary systems, the binodal is a curve in the two-dimensional composition space (such as a Gibbs triangle) at constant temperature and pressure, while for higher-order systems, it appears as a hypersurface defining the limits of the two-phase domain.^[7] Less frequently, binodal curves are plotted in composition-pressure diagrams to illustrate pressure-dependent phase behavior, particularly in systems sensitive to compressibility effects.^[2] Visually, the binodal is typically a smooth, continuous curve that converges at critical points, where it often displays a cusp or horizontal tangent, marking the temperature or condition at which the coexisting phases become indistinguishable. In ideal or regular solution models, the binodal exhibits symmetry around the equimolar composition (50 mol%), as the interaction energies between like and unlike species are balanced, leading to mirrored phase boundaries on either side of the midpoint. Conversely, in non-ideal mixtures, such as those involving polymers with unequal self-interaction parameters, the binodal becomes asymmetric, with the critical point displaced toward the component with stronger cohesive forces, resulting in unequal extents of the miscibility gap.^[2]^[8] The binodal differs from tie lines, which are horizontal segments connecting the equilibrium compositions of the two coexisting phases within the two-phase region and terminate at points on the binodal itself. While tie lines facilitate the application of the lever rule to determine phase fractions, the binodal exclusively represents the locus of those equilibrium endpoints. Additionally, the binodal should not be confused with solvus lines, which specifically outline the solubility boundaries in solid solutions—such as in solid-solid or solid-liquid phase diagrams—whereas the binodal applies more broadly to liquid-liquid, gas-liquid, or general fluid phase separations.

Thermodynamic Foundations

Free Energy and Phase Equilibrium

The binodal curve represents the locus of compositions in a phase diagram where two phases coexist in thermodynamic equilibrium, arising from the minimization of the system's total Gibbs free energy at constant temperature and pressure. The Gibbs free energy G is the appropriate thermodynamic potential for such conditions, as its natural variables are T, P, and the amounts of each component \{n_i\}. For a heterogeneous system, stable phase separation occurs when the overall G is lower for a mixture of two phases than for a single homogeneous phase, leading to the binodal as the boundary of this two-phase region.^[9] The fundamental condition for phase equilibrium between two phases \alpha and \beta is the equality of chemical potentials for each component i: \mu_i^\alpha = \mu_i^\beta. This ensures that there is no driving force for diffusion across the phase boundary, maintaining compositional stability. The chemical potential \mu_i is rigorously defined as the partial molar derivative of the Gibbs free energy: \mu_i = \left( \frac{\partial G}{\partial n_i} \right)_{T,P,\{n_{j \neq i}\}}. In practice, for a binary mixture of components 1 and 2, this condition applies to both, yielding two equations that determine the coexisting compositions on the binodal.^[10] Geometrically, the binodal is identified via the double tangent construction on the plot of molar Gibbs free energy g versus composition x (where x = x_1, the mole fraction of component 1, and g = G/n with total moles n). The common tangent line touches the g(x) curve at points x^\alpha and x^\beta, corresponding to the equilibrium phase compositions, and the slope of this line equals the common value of \mu_1 - \mu_2. This slope condition follows from the relations \mu_1 = g + (1 - x) \frac{\partial g}{\partial x} and \mu_2 = g - x \frac{\partial g}{\partial x}, ensuring tangency at both points. Mathematically, the double tangent satisfies:

\frac{g^\beta - g^\alpha}{x^\beta - x^\alpha} = \left. \frac{\partial g}{\partial x} \right|^\alpha = \left. \frac{\partial g}{\partial x} \right|^\beta = \mu_1 - \mu_2

The area beneath this tangent represents the minimized free energy of the two-phase mixture, with phase fractions given by the lever rule. For multicomponent systems, the construction generalizes to bitangent planes in higher-dimensional g(\mathbf{x}) space, projecting to the binodal hypersurface.^[9]^[10]^[3]

Spinodal Curve and Critical Points

The spinodal curve delineates the limit of local thermodynamic stability within the two-phase region of a phase diagram, serving as the inner boundary where small composition fluctuations become unstable. It is mathematically defined by the condition where the second derivative of the Gibbs free energy of mixing with respect to composition vanishes, \frac{\partial^2 [G](/page/G)}{\partial x^2} = 0.^[11] This criterion arises from the analysis of stability in multicomponent systems, indicating the point at which the homogeneous phase loses resistance to infinitesimal perturbations in composition.^[12] Beyond the spinodal—into the region of negative curvature—the system undergoes spontaneous phase separation via spinodal decomposition, a diffusion-driven process without an energy barrier.^[2] The critical point represents a special extremum on the spinodal curve where it intersects the binodal, marking the boundary between metastable and unstable phase behaviors. At this point, not only does \frac{\partial^2 G}{\partial x^2} = 0, but the third derivative also vanishes, \frac{\partial^3 G}{\partial x^3} = 0, ensuring an inflection point in the free energy curve with zero slope in both the second and third derivatives.^[13] This coincidence eliminates any distinction between the binodal (equilibrium coexistence) and spinodal (stability limit), resulting in a point of maximum miscibility or minimum immiscibility. In binary mixtures, such critical points often manifest as the upper critical solution temperature (UCST), where phase separation occurs upon cooling, or the lower critical solution temperature (LCST), observed in systems like polymer solutions due to entropy-driven effects.^[14] The relationship between the binodal and spinodal underscores the hierarchical nature of phase instability: the binodal encloses a broader two-phase region defined by global equilibrium via the double-tangent construction on the free energy surface, while the spinodal lies entirely within this region, bounding the subset where local instabilities dominate.^[15] Quenching a composition into the area between the binodal and spinodal leads to nucleation and growth mechanisms, whereas crossing the spinodal triggers the barrierless spinodal decomposition, highlighting the binodal's role in overall phase coexistence despite the spinodal's control over kinetic pathways.^[16]

Binary Systems

Construction in Binary Phase Diagrams

In binary phase diagrams for a mixture of two components, A and B, the binodal curve is plotted in a temperature-composition space, where the composition axis represents the mole fraction of one component (typically B) and the vertical axis denotes temperature. This curve delineates the boundary between single-phase and two-phase regions, with points on the binodal corresponding to the compositions of the coexisting phases in equilibrium at a given temperature. The binodal is determined by solving the condition of chemical potential equality for both components across the two phases at fixed temperature, ensuring thermodynamic equilibrium.^[9]^[3] Theoretically, the binodal can be constructed using the Gibbs free energy of mixing, G_m(x), as a function of composition x at constant temperature and pressure. For phase separation, the stable compositions are those where the free energy curve exhibits two minima, and the binodal points are identified by drawing common tangent lines to G_m(x), connecting the compositions of the coexisting phases; these tangents represent the minimum free energy path for the system. This iterative process involves selecting points on the curve where the slopes (partial molar Gibbs energies, or chemical potentials) match, forming the locus of binodal compositions as temperature varies. The resulting two-phase region appears lens-shaped, bounded by the binodal curve, with tie lines indicating the equilibrium compositions within it.^[2]^[16] Experimentally, the binodal is mapped through cloud point measurements, where a homogeneous mixture is gradually cooled or heated until the first signs of phase separation (cloudiness) appear, indicating the binodal boundary for that composition. This method involves preparing samples of varying compositions and observing the onset of turbidity visually or optically. Light scattering techniques complement this by detecting intensity changes due to emerging phase domains, providing precise binodal points, especially for polymer solutions or near-critical regions. These approaches yield data points that are connected to form the binodal curve, often revealing behaviors such as upper or lower consolute solution temperatures.^[17]^[18]^[19]

Upper and Lower Consolute Temperatures

In binary mixtures exhibiting partial miscibility, the upper critical solution temperature (UCST) represents the highest temperature at which phase separation occurs along the binodal curve, above which the components become fully miscible for all compositions due to the dominance of entropic contributions to the free energy of mixing.^[14] This behavior is typical in non-polar systems where unfavorable enthalpic interactions, such as dispersion forces, drive demixing at lower temperatures, while thermal motion overcomes these interactions at higher temperatures. A classic example is the polystyrene-methylcyclohexane system, where the UCST is approximately 35°C, leading to complete solubility above this point; such systems are common in polymer solutions and blends, enabling applications in material processing like phase inversion for porous structures. Conversely, the lower critical solution temperature (LCST) marks the lowest temperature of the two-phase region, below which the mixture is fully miscible, as specific interactions like hydrogen bonding stabilize the homogeneous phase at low temperatures by reducing configurational entropy.^[14] Above the LCST, these interactions weaken with increasing thermal energy, promoting phase separation into compositionally distinct phases. This phenomenon is prevalent in aqueous solutions involving hydrogen-bonding solutes, such as poly(N-isopropylacrylamide) in water, where the LCST around 32°C facilitates thermoresponsive behaviors in hydrogels and drug delivery systems. In the nicotine-water binary mixture, for instance, the LCST is near 60°C, resulting in immiscibility above this temperature due to disrupted hydrogen bonds.^[20] Certain binary systems display both UCST and LCST behaviors, forming closed-loop binodals that resemble an hourglass shape in temperature-composition phase diagrams, with phase separation confined between the two consolute temperatures and full miscibility outside this loop.^[21] This closed-loop topology arises from competing enthalpic and entropic effects, often involving hydrogen bonding at low temperatures and volume expansion or specific attractions at intermediate ones; low-molecular-weight polyethylene glycol in water exemplifies this, with an LCST around 95°C and a higher UCST, where increasing polymer chain length shifts the LCST downward and enlarges the loop.^[22] Pressure influences these consolute points significantly: in polymer blends like deuterated polystyrene/poly(n-pentyl methacrylate), elevated pressure decreases the UCST (by about -540°C/kbar) while increasing the LCST (by about 560°C/kbar), shrinking the closed loop until it vanishes above 200 bar, enhancing overall miscibility through reduced free volume differences.^[23]

Multicomponent Systems

Ternary Phase Diagrams

In ternary phase diagrams, the binodal curve delineates the boundary between single-phase and two-phase regions for systems comprising three components, typically represented on an equilateral triangle where the vertices correspond to the pure components and the positions of points within the triangle indicate compositions that sum to unity.^[7] The interior of the binodal often forms a lens-shaped two-phase region, where tie lines connect the compositions of the coexisting phases in equilibrium, allowing determination of phase fractions via the lever rule.^[24] This triangular representation extends the binodal concept from binary systems by accommodating the additional degree of compositional freedom.^[25] The construction of the binodal in ternary diagrams involves solving the equalities of chemical potentials for each component across the coexisting phases, ensuring thermodynamic equilibrium under specified temperature and pressure conditions.^[25] Experimentally, this is often achieved through titration methods, where mixtures are prepared until phase separation is observed, plotting the boundary that encloses areas of immiscibility.^[24] The curve typically features plait points, where the two branches of the binodal meet, marking critical compositions at which the distinction between phases vanishes and a single homogeneous phase forms.^[7] A distinctive aspect of ternary binodals is the potential for adjacent three-phase regions, arising from Gibbs' phase rule, where an additional immiscible phase coexists with the two separated by the binodal, often forming a "fish-tail" structure in the diagram.^[26] For instance, in oil-water-surfactant systems, the binodal encloses two-phase regions of oil-rich and water-rich phases at low surfactant concentrations, while increasing surfactant leads to a three-phase region with a middle-phase microemulsion bridging the immiscible oil and water.^[27] This configuration is critical in applications like enhanced oil recovery, where the plait point influences microemulsion stability.^[26]

Extensions to Higher-Order Systems

In n-component systems, the binodal generalizes to a hypersurface within the (n-1)-dimensional composition space at fixed temperature and pressure, delineating the boundary between single-phase and multiphase regions where the chemical potentials of each component are equal across coexisting phases.^[28]^[29] This hypersurface arises from the minimization of the Gibbs free energy, ensuring thermodynamic equilibrium for phase separations involving multiple components.^[30] The primary challenges in handling binodals for higher-order systems stem from their increased dimensionality, which complicates both visualization and computational determination. Direct representation in high-dimensional space is impractical, often requiring approximations such as pseudo-binary or pseudo-ternary slices that reduce the problem to lower-dimensional cross-sections while preserving key features like miscibility gaps.^[28]^[31] Numerical methods, including iterative solutions to chemical potential equalities, are essential for mapping these hypersurfaces accurately, particularly when interaction parameters vary across components.^[32] Examples of such binodals appear in quaternary alloys, such as Bi-containing III-V semiconductors like In_{1-y}Ga_yAs_{1-x}Bi_x, where the hypersurface defines phase stability under epitaxial strain, influencing miscibility gaps and spinodal regions through enthalpy of mixing considerations.^[33] In complex polymer blends, quaternary systems modeled by Flory-Huggins theory exhibit binodals that predict multi-phase separations, with hypersurfaces forming within the composition tetrahedron to guide blend design for enhanced material properties.^[28] High-entropy alloys, often with five or more components, further illustrate this, as their binodals determine resistance to phase decomposition, visualized via 2D compositional sections to assess stability in applications like structural materials.^[31]

Mathematical Modeling

Analytical Equations

In regular solution theory, the binodal curve for a binary mixture is determined by equating the chemical potentials of each component in the coexisting phases, using activity coefficients derived from the Hildebrand-Scatchard equation. The activity coefficient for component 1 is given by \ln \gamma_1 = \beta (1 - x_1)^2, where \beta = \frac{V (\delta_1 - \delta_2)^2}{RT} incorporates the molar volume V and solubility parameters \delta_1, \delta_2 of the components, while x_1 is the mole fraction of component 1. For the two coexisting phases \alpha and \beta, the binodal condition simplifies to x_1^\alpha \exp[\beta (1 - x_1^\alpha)^2] = x_1^\beta \exp[\beta (1 - x_1^\beta)^2], with the second component's equation following from mass balance (x_2 = 1 - x_1). This transcendental equation lacks a closed-form solution but defines the analytical boundary for phase separation in symmetric, non-ideal mixtures where enthalpic interactions dominate.^[2] The Flory-Huggins model extends regular solution theory to polymer solutions and blends by accounting for entropic asymmetry due to differing chain lengths. The molar free energy of mixing is expressed as

\frac{\Delta G_m}{RT} = \frac{\phi_1}{N_1} \ln \phi_1 + \frac{\phi_2}{N_2} \ln \phi_2 + \chi \phi_1 \phi_2,

where \phi_1, \phi_2 are volume fractions, N_1, N_2 are the degrees of polymerization (with N_1 = [1](/page/1) for solvent and N_2 \gg 1 for polymer), and \chi is the Flory interaction parameter. The binodal curve arises from equality of chemical potentials in the coexisting phases. For a polymer-solvent system (N_1 = [1](/page/1), N = N_2), the conditions are

\ln \left( \frac{\phi_1^\alpha}{\phi_1^\beta} \right) + \left(1 - \frac{1}{N}\right) (\phi_2^\alpha - \phi_2^\beta) + \chi [(\phi_2^\alpha)^2 - (\phi_2^\beta)^2] = 0,

\ln \left( \frac{\phi_2^\alpha}{\phi_2^\beta} \right) + \left(1 - \frac{1}{N}\right) (\phi_1^\alpha - \phi_1^\beta) + \chi [(\phi_1^\alpha)^2 - (\phi_1^\beta)^2] = 0.

For the symmetric case (N_1 = N_2 = [1](/page/1)), an exact implicit analytical solution for the binodal compositions exists, parameterizing the curve via \phi_1^\alpha = \phi, \phi_1^\beta = 1 - \phi, and solving for \chi(\phi). Outside the spinodal (where \partial^2 \Delta G_m / \partial \phi^2 > 0), this delineates metastable regions in polymer phase diagrams.^[34]^[35] For more general non-ideal binary mixtures, the Margules equations provide flexible activity coefficient models to compute binodal curves, particularly when asymmetry requires multiple parameters. The one-parameter (two-suffix) Margules form is \ln \gamma_1 = A (1 - x_1)^2, \ln \gamma_2 = A x_1^2, mirroring regular solution theory with A as the interaction constant; the binodal is then found by solving x_1^\alpha \gamma_1(x_1^\alpha) = x_1^\beta \gamma_1(x_1^\beta). The two-parameter (three-suffix) extension is \ln \gamma_1 = x_2^2 [A_{12} + 2 (A_{21} - A_{12}) x_1], \ln \gamma_2 = x_1^2 [A_{21} + 2 (A_{12} - A_{21}) x_2], allowing fitting to experimental asymmetries; phase equilibrium follows the same chemical potential equality, often yielding analytical expressions near the critical point via series expansion. These models are fitted to limited solubility data to predict full binodals in chemical engineering contexts.^[36] The van Laar equations offer an alternative for binaries with strong composition dependence, suitable for liquid-liquid equilibria in systems like alcohol-water. The two-suffix form is

\ln \gamma_1 = A_{12} \left( \frac{x_2}{x_1 + \frac{A_{12}}{A_{21}} x_2} \right)^2, \quad \ln \gamma_2 = A_{21} \left( \frac{x_1}{x_2 + \frac{A_{21}}{A_{12}} x_1} \right)^2,

where A_{12}, A_{21} are constants. The binodal curve is obtained by solving the isothermal chemical potential balance x_1^\alpha \gamma_1^\alpha = x_1^\beta \gamma_1^\beta, which emphasizes infinite dilution behavior and is analytically tractable for parameter estimation from tie-line data. Three-suffix extensions incorporate a third parameter for better ternary predictions but retain binary solvability via numerical root-finding on the equilibrium conditions.

Numerical and Computational Approaches

Numerical methods become essential for computing binodal curves in systems where analytical solutions are intractable, such as multicomponent mixtures with nonlinear thermodynamic models or near-critical conditions. These approaches typically involve solving the isothermal condition of equal chemical potentials across coexisting phases, \mu_i^\alpha = \mu_i^\beta for each component i, or minimizing the total Gibbs free energy subject to mass balance constraints.^[37] Iterative deterministic methods, particularly the Newton-Raphson algorithm, are widely applied to solve the nonlinear system of chemical potential equalities iteratively, using the Jacobian matrix of partial derivatives to update phase compositions until convergence. This method efficiently traces the binodal by parameterizing along temperature or overall composition, starting from initial guesses derived from simpler models. For stochastic alternatives, Gibbs ensemble Monte Carlo simulations determine binodal points by independently sampling two subvolumes representing coexisting phases, with moves that exchange particles and volumes to enforce chemical potential and pressure equality, thereby tracing the coexistence curve through ensemble averaging. The original formulation of this technique has been extended to complex fluids, providing statistically robust results for phase boundaries in systems intractable to deterministic solvers.^[38] Commercial software like Aspen Plus supports binodal computation within phase envelope calculations via successive flash algorithms and thermodynamic property packages, enabling rapid prediction of liquid-liquid equilibria for engineering applications. Custom implementations in MATLAB often employ finite difference discretizations to approximate and minimize free energy functionals, such as those from density functional theory, yielding binodal loci through numerical optimization of phase compositions. These tools integrate seamlessly for hybrid workflows, where Aspen handles process-scale simulations and MATLAB refines microscopic details.^[39] Convergence challenges in iterative methods like Newton-Raphson are prominent near critical points, where the Jacobian becomes singular due to vanishing composition differences, leading to slow or failed convergence and requiring damping factors, arc-length continuation, or alternative initializations from reduced variables. Validation of computed binodals routinely involves direct comparison with experimental tie-line data, quantifying discrepancies via metrics like mean absolute error in phase compositions to assess model fidelity. Such numerical strategies extend analytical frameworks like Flory-Huggins to higher dimensions without explicit derivations.^[40]^[41]

Applications and Examples

In Polymer Blends and Solutions

In polymer blends, binodal curves delineate the boundary between miscible and immiscible regions in phase diagrams, enabling prediction of phase separation behaviors critical for tailoring material properties such as mechanical strength and transparency. The position of the binodal is primarily governed by the Flory-Huggins interaction parameter χ, which quantifies the enthalpic incompatibility between polymer components; values of χ greater than the critical value of approximately 2/N (where N is the degree of polymerization) lead to phase separation at equilibrium.^[42] This parameter, derived from the Flory-Huggins theory, incorporates both enthalpic and entropic contributions, with higher χ values shifting the binodal toward lower concentrations and promoting demixing.^[43] A representative example is found in polyethylene-polypropylene blends, which typically exhibit upper critical solution temperature (UCST) binodals, where the polymers are miscible at high temperatures and phase separate upon cooling due to dominant enthalpic interactions.^[44] In such systems, the binodal curve allows engineers to control morphology by adjusting processing temperatures, resulting in co-continuous structures that enhance impact resistance in automotive components. To extend miscibility windows, compatibilizers like block copolymers are added, which localize at interfaces and reduce the effective χ, thereby shifting the binodal outward and stabilizing finer domain sizes.^[45] Experimentally, binodals in polymer blends are mapped using small-angle neutron scattering (SANS), a technique that probes concentration fluctuations through scattering intensity profiles, from which χ and phase boundaries are extracted via the random phase approximation.^[46] SANS is particularly advantageous for deuterated samples, providing contrast to resolve nanoscale phase evolution near the binodal without disrupting the system.^[47]

In Alloy and Chemical Process Design

In binary eutectic alloy systems, the binodal curves—manifested as the liquidus and solidus lines—bound the solid-liquid two-phase region in temperature-composition phase diagrams, dictating the progression of solidification and the resulting microstructure. These boundaries separate the fully liquid region above the liquidus from the fully solid region below the solidus, with compositions within the binodal defining partial melting or freezing paths that control dendrite formation and segregation. For example, in the Al-Cu binary system, the binodal curves (liquidus and solidus) outline the coexistence of liquid and the aluminum-rich solid (α phase) during cooling through the two-phase region, with the copper-rich solid (θ phase, CuAl₂) forming via the eutectic reaction at 548 °C, enabling the design of precipitation-hardened alloys with tailored strength for structural applications in aircraft components.^[48]^[49] In chemical engineering, binodal curves play a critical role in liquid-liquid extraction processes by demarcating the boundary between single-phase miscible solutions and two-phase immiscible regions, guiding the selection of solvent systems and the sizing of separation vessels. The curve's shape influences the volume fractions of the extract and raffinate phases, which must be optimized to prevent entrainment and ensure efficient phase disengagement in equipment like mixer-settlers or centrifugal extractors. Tie-lines connecting points across the binodal provide equilibrium compositions, allowing engineers to compute the minimum solvent-to-feed ratio and the required extractor height based on mass transfer rates, as demonstrated in the recovery of acetic acid from aqueous solutions using ethyl acetate.^[50]^[51] The lever rule, applied across binodals to quantify phase fractions, has been integral to alloy process design since the early 20th century, originating from interpretations of Gibbs' phase rule in metallic equilibria. Developed through the experimental phase diagram constructions by H.W. Bakhuis Roozeboom around 1901, the rule calculates the proportion of each phase as the inverse ratio of the segment lengths from the overall alloy composition to the binodal endpoints on an isothermal tie-line, facilitating predictions of solid fraction during casting to minimize defects like porosity. This method underpins heat treatment schedules for alloys, ensuring controlled phase transformations for desired mechanical properties.^[52]^[53]

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Dec 24, 2024 · where the summations exclude the species for which the chemical potential ... binodal curves originating from a critical point. Otherwise, the ...2 Methods · 2.3 Machine Learning Details · 3 Results
[31]
Phase behavior in multicomponent mixtures - Frontiers
In this article, we study the phase behavior of two polydisperse hydrocolloids: dextran and polyethylene oxide.Missing: hypersurface | Show results with:hypersurface
[32]
Stability of High Entropy Alloys to Spinodal Decomposition
Aug 16, 2021 · Beneath the miscibility gap is a spinodal hypersurface above which HEAs are stable to a continuous change of phase via spinodal decomposition.
[33]
Predicting phase behavior in multicomponent mixtures
Jul 10, 2013 · The analog of a binodal in a one-component fluid is thus an (n + ... Lattice model. Assigning each component a chemical potential μi, we ...Ii. Theory · Iv. Methods: Monte Carlo... · V. Results
[34]
Thermodynamic stability analysis of Bi-containing III-V quaternary ...
Binodal and spinodal isotherm contours are presented for Bi-based quaternary systems as a function of strain state. •. Incorporation of an anion element with a ...
[35]
Analytical Solution to the Flory–Huggins Model - ACS Publications
Aug 17, 2022 · A self-consistent analytical solution for binodal concentrations of the two-component Flory–Huggins phase separation model is derived.Supporting Information · Author Information · Acknowledgments · References
[36]
Revising Concepts on Liquid–Liquid Extraction: Data Treatment and ...
Dec 30, 2021 · Distinction is made between solubility curve and binodal curve, setting the stability limit which is defined by the spinodal curve. In addition, ...<|separator|>
[37]
Ternary liquid—liquid equilibria: the van laar equation - ScienceDirect
The capabilities of the three suffix van Laar equations in predicting the more complex types of ternary liquid—liquid phase diagrams have been examined.
[38]
Accurate determination of binodal, spinodal, and plait points using ...
The binodal curve, spinodal curve, and plait point are key features of liquid–liquid equilibrium (LLE) phase diagrams, essential for understanding and ...Missing: definition | Show results with:definition
[39]
Direct determination of phase coexistence properties of fluids by ...
A methodology is presented for Monte Carlo simulation of fluids in a new ensemble that can be used to obtain phase coexistence properties of multicomponent ...
[40]
[PDF] LIQUID-LIQUID EQUILIBRIUM FOR THE DESIGN OF EXTRACTION ...
The number of theoretical stages is calculated using ASPEN. PLUS SOFT WARE. Keywords: Liquid-Liquid Extraction. The tie –line. binodal curves. INTRODUCTION.
[41]
A Machine Learning Approach for Phase-Split Calculations in n ...
Apr 6, 2022 · ... Newton's method fails to converge near the critical point and phase boundaries. Thus, good initial guesses are required for the phase ...
[42]
Calculation of ternary liquid-liquid equilibrium data using arc-length ...
Sep 7, 2020 · This condition represents the transition border of the binodal curve from type II to type I. Figure 13 depicts this behavior in comparison ...
[43]
https://ocw.mit.edu/courses/3-063-polymer-physics-spring-2007/7b9983cf44b82a340025a37a074f8709_lec3_07.pdf
[44]
[PDF] Mean Field Flory Huggins Lattice Theory
Binodal curve is given by finding common tangent to ΔG m. (φ) curve for each φ, T combination. Note with lattice model (x. 1. = x. 2. ) (can use volume fraction ...
[45]
Phase behavior of semicrystalline polymer blends - ScienceDirect.com
The phase behavior of the semicrystalline polymer blend composed of isotactic polypropylene (iPP) and linear low density polyethylene (PE) was studied
[46]
Multiblock Copolymers as Next-Generation Compatibilizers | JACS Au
Jan 31, 2022 · We lay out recent advances in synthesis and understanding for two types of multiblock copolymers currently being developed as blend compatibilizers: linear and ...Introduction · Linear Multiblock Copolymer... · Grafted Multiblock Copolymer...
[47]
[PDF] 1 a tutorial on small-angle neutron scattering from polymers
Small-angle neutron scattering (SANS) is a well-established characterization method for ... How to determine the spinodal line in incompressible polymer blends? 5 ...
[48]
Concentration fluctuation in binary polymer blends: χ parameter ...
Jul 1, 2002 · The measured quantity in small-angle neutron scattering (SANS) experiments is an apparent χ a that includes long wavelength critical and ...
[49]
[PDF] Lecture 19: 11.23.05 Binary phase diagrams
These binary systems, with unlimited liquid state miscibility and low or negligible solid state miscibility, are referred to as eutectic systems. X. B. ➞. T. L.
[50]
[PDF] Experimental Description of the Al-Cu Binary Phase Diagram
May 21, 2019 · The Al-Cu system, being the key binary system for many Al-based, Cu-based, and dural alloys, has been investigated intensively over recent.
[51]
Revising Concepts on Liquid–Liquid Extraction: Data Treatment and ...
Dec 30, 2021 · The binodal curve must be determined using a precise analysis of the separated equilibrium phases. The spinodal curve can be obtained using ...
[52]
Liquid–Liquid Phase Separation of Two Non-Dissolving ... - MDPI
This point occurs on the binodal curve when both liquid phases reach the same composition. Figure 1d shows a triangular phase diagram for type II systems.2. Thermodynamic Basis · 2.2. Phase Diagrams · 3.3. Centrifugal Separators
[53]
Historic Note No. 1: Gibbs' Phase Rule - Thermo-Calc Software
But that changed in 1901 when Bakhuis Roozeboom in Holland finally started exploring the usefulness of Gibbs' phase rule.
[54]
(PDF) Hendrik-Willem Bakhuis Roozeboom: Equilibrium and Phase ...
Aug 6, 2025 · Hendrik-Willem Bakhuis Roozeboom (1854–1907) is well known for his applications of the phase rule to the study of heterogeneous equilibrium.