The invention is generally related to light scattering methods and systems for measuring polymer molecular weight, molecular weight distribution, and other attributes of polymers.
Static light scattering (SLS) is a well-known technique to obtain a reliable measurement of the polymer mass-average molecular weight, Mw, and the radius of gyration, Rg. With this technique the integrated intensity of scattered light is measured over a range of scattering angles for solutions with different polymer concentrations. The scattering intensities of the pure solvent that is used, as well as the scattering intensity of liquid solvent standard, such as benzene or toluene, are also measured with the same instrument. The solution, pure solvent, and liquid standard scattering intensities are interpreted with a special plot, such as a Zimm plot, that is a method used to extrapolate the scattering data to zero angle to minimize interference effects and to zero concentration to minimize polymer chain-chain interactions. The polymer Mw and Rg are obtained from the Zimm plot. Although SLS can be used to determine the Mw of a polymer sample of any molecular weight, the determination of Rg by this technique is limited to polymers with Rg>20 nm, which means that SLS does not work when Rg is too small in comparison with the wavelength of light.
Dynamic light scattering (DLS) is a convenient tool for measuring the hydrodynamic radius, Rh, of a polymer coil. Distribution of the hydrodynamic radius, as well as the average value is available via DLS. Molecular weight distribution could be obtained from the distribution of hydrodynamic radius if the relation of the molecular weight to the radius is established (see S. W. Provencher, J. Hendrix, L. De Maeyer, and N. Paulussen, Direct determination of molecular weight distributions of polystyrene in cyclohexane with photon correlation spectroscopy, J. Chem. Phys. 69, 4273 (1978)). It is noteworthy that DLS works well even in the range 20 nm>Rh where SLS fails with respect to Rg measurements. Fortunately, it is theoretically acceptable to use a reliable value of Rh to calculate Rg with a theoretically based coefficient, which for a Gaussian coil is 0.665 when using a theta solvent and 0.640 when using a good solvent.
This invention provides a method and system for the determination of polymer molecular weight and polymer molecular weight distribution for polymers, which are not soluble in conventional liquid solvents at ambient conditions, using combined static and dynamic light scattering techniques and high pressure to solubilize the polymer in a solvent.
According to the invention, SLS and DLS measurements are made on a polymer which is dissolved in a solvent at a high pressure. Elevated temperatures and pressures may be required to dissolve the polymer, thus a pressurized cell is described which permits making SLS and DLS measurements on these polymers. With the proper choice of operating conditions as dictated by the polymer plus solvent phase behavior, it is possible to perform SLS and DLS measurements in a single-phase region, where the polymer is totally dissolved in the solvent, and to obtain reliable scattering data that are used to determine Mw, the molecular weight distribution, and Rg. The high-pressure light-scattering technique is most useful when working with “difficult-to-dissolve” (so-called refractory) polymers such as perfluorinated polymers, seminfluorinated polymers, and highly crystalline hydrocarbon polymers. Exemplary solvents which may be employed in the inventive method and system include supercritical CO2, supercritical hydrocarbons, supercritical fluorocarbons, supercritical noble gases, supercritical water, and supercritical sulfur hexafluoride.
A number of dilute solutions with various polymer concentration have to be prepared to be able to apply light-scattering methods for the determination of polymer molecular weight and molecular weight distribution. We use a high-pressure optical cell and apply high pressure and, if necessary, heat to prepare single-phase dilute solutions of such polymers, which are not dissolved in conventional solvents at ambient conditions.
It is recognized that in certain instances refractory polymers can be dissolved in a liquid that contains oligomers of the parent polymer at near-ambient pressure and elevated temperatures. However, light-scattering measurements with such solutions become a challenge because the very small difference of refractive indices of the parent polymer and its oligomers. Consequently, the light-scattering intensity in such polymer solutions is extremely low, which makes light-scattering measurements problematic.
As soon as it is demonstrated that a refractory polymer can be dissolved in a solvent at high pressures, high-pressure DLS and SLS measurements become viable. To clarify the application of our method we discuss here some details of light-scattering methods. Both DLS and SLS measurements provide valuable information about polymer coils in dilute solution. DLS measurements can be used to determine the z-average hydrodynamic radius, Rh, of a polymer coil in solution as well as the distribution of coil radii using a regularization analysis of the data. If the distribution is mono-modal, the z-average hydrodynamic radius and an estimate of the relative width of the radii distribution can be obtained alternatively with the cumulant analysis of the data. And it is possible to calculate the relative width of the molecular weight distribution from the relative width of the radii distribution. In contrast, SLS measurements can be used to determine the polymer weight-average molecular weight, Mw, and the z-average radius of gyration, Rg, which is only valid when Rg>20 nm. Neither of these light scattering methods separately provides a way to calculate the polymer molecular weight distribution. However, combined DLS and SLS measurements provide enough information to establish the relation of molecular weight with the radius of polymer coils, and, consequently to build the molecular weight distribution using as described below.
For SLS measurements the scattered light intensity, determined as a function of scattering angle and polymer concentration, is reported as the Rayleigh factor that contains several variables including the scattered light intensity, the distance from the scattering volume to the detector, and the scattering volume. To normalize the scattering data from our scattering cell, the reported Rayleigh factor of toluene is used as an accepted standard that allows for the determination of the excess Rayleigh ratio, Rex, for a polymer solution.
where Rtoluene is the Rayleigh factor for toluene, the liquid standard used here. Isolution, Isolvent, and Itoluene are the measured light scattering intensities for the polymer solution, solvent, and toluene, and Vsolution and Vtoluene are the scattering volumes for the polymer solution and toluene, respectively. The ratio of volumes Vtoluene/Vsolution depends on optics geometry and also on the ratio of the refractive indices of the solution and the standard liquid. Specific optics of conventional DLS instrument has a small collecting aperture and a focused, narrow laser beam. This implies that two volumes are close and their ratio is approximately equal to one. We follow the NIST procedure for static light scattering characterization of standard polymer samples and accept the toluene Rayleigh factor, Rtoluene=1.406·10−5 cm−1, measured at λ=632.8 nm. For our measurements with a laser with a wavelength λ=532 nm, Rtoluene is now 2.815·10−5 cm−1 since Rtoluene˜λ−4.
The polymer mass-average molecular weight, Mw, is calculated from a value of HC/Rex, Equation (2), obtained from an extrapolation to zero polymer concentration, c, and a value of the scattering wave number q, equal to (4πn/λ)sin(θ/2),
where P(qRg), the form factor related to the size and shape of the polymer coil, is equal to (1−q2Rg2/3) (see page 169 in B. J. Beme and R. Pecora, Dynamic Light Scattering with Applications to Chemistry, Biology, and Physics. Dover, 2000, pp. 376), n is the refractive index of solution, λ is the wavelength, θ the scattering angle, A2 is the second osmotic virial coefficient, and the constant, H, is
where NA is Avagadro's number and dn/dc is the specific refractive index increment for the polymer-solvent solution. The value of dn/dc could be measured directly with a differential refractometer or estimated as dn/dc=(npolym.−nsolv.)/ρpolym., where npolym. and nsolv. are polymer and the solvent refractive indices, and ρpolym. is polymer density.
The SLS method provides information on the molecular weight, Mw, and the DLS method provides information on the molecular weight distribution. A correlation function, g2(t), of light scattering intensity at a given scattering angle θ, is generated from DLS measurements. This correlation function is related to the electric field correlation function, g1(t) that can be represented for polydisperse polymer coils in solution as a superposition of exponentials with various decay times
where τ is the decay time and the function H(τ) is the distribution of decay times that characterizes the correlation function. A regularization procedure (see S. W. Provencher, A constrained regularization method for inverting data represented by linear algebraic or integral equations, Comput. Phys. Comm. 27, 213, 229 (1982)) is used to obtain a discrete form of the distribution H(τ) from equation (4). The important point here is that H(τ) can be transformed into the polymer molecular weight distribution if the relation between Rh and Mw is available (see S. W. Provencher, J. Hendrix, L. De Maeyer, and N. Paulussen, Direct determination of molecular weight distributions of polystyrene in cyclohexane with photon correlation spectroscopy, J. Chem. Phys. 69, 4273 (1978)).
The magnitude of the distribution, Hi, at a given decay time, τi, is fixed by the product of two factors, Hi=Ii·P(qRg), where Ii is the intensity of scattering from all polymer coils that exhibits a characteristic time, τi. For a monodisperse polymer the intensity of scattering by dilute polymer solution is proportional to polymer concentration and molecular weight (see I. Teraoka, Polymer Solutions: an Introduction to Physical Properties. Wiley, 2002).
Ii∝ciMi. (5)
A value of Rg is needed to calculate the form factor, P(qRg). A reliable value for Rg is difficult to obtain from SLS measurements at high pressures. However, a value of Rg is obtained knowing Rh, obtained from DLS measurements using the Stokes-Einstein equation
where kB is the Boltzmann constant, T is temperature, and η is solvent viscosity. For a theta quality solvent (see I. Teraoka, Polymer Solutions: an Introduction to Physical Properties. Wiley, 2002)
Whereas, for a good quality solvent (see page 187 in I. Teraoka, Polymer Solutions: an Introduction to Physical Properties. Wiley, 2002, pp. 338.)
Polymer molecular weight, M, scales with the coil radius in the following manner
where ν=½ for a theta quality solvent and ν≈0.6 for a good quality solvent.
Equation (9) provides the means to convert the coil radii distribution, obtained from DLS measurements, into the polymer molecular weight distribution. The next step is to determine a value for the unknown scale factor b. However, this factor can be fit to match the weight-average molecular weight, Mw, calculated from the DLS-generated molecular weight distribution with the value of Mw obtained directly from SLS measurements. To calculate Mw from the coil radii distribution, the amplitudes of the distribution must be rescaled since these coil radii amplitudes correspond to z-average not weight-average molecular weights. Mw is calculated as
The values of ΔMi are the intervals between discrete points on the molecular-weight scale of the distribution.
The number-average molecular weight, Mn, is written as
Hence, Mw/Mn is calculated as
An experimental apparatus and methods demonstrating the utility of the application are described below. It is recognized that the invention can be practiced with wide variation on the system components and materials as is well known by those skilled in the art of light scattering measurements and also skilled in the art of high pressure phase behavior and optical measurements discussed herein for exemplary purposes.
A laser beam is split and the intensity of one of the beams is measured to provide reference intensity. The incident laser beam is focused in the center of a high-pressure cell, which is shown in
The scattering cell is placed at the center of the goniometer with the light detector located on the turning arm that can be fixed to a specific angle. The detector has a spatial filter with a lens, diaphragm, and pinhole that provide coherent detection of the scattered light which is needed for dynamic light scattering measurements. The detector is equipped with two photomultiplier tubes (PMT) that provide the cross-correlation option to suppress the distortion of the correlation function resulting from after pulses of the PMT.
DLS/SLS experiments were performed in supercritical CO2 at 140° C. and 14,000 psia with polymers A and B, whose properties are shown in Table 1. Values of Hc/R, extrapolated to zero wave number q, are shown in
As further proof of concept for this high-pressure technique, SLS/DLS data were also obtained for polymer B in supercritical CO2 at 140° C. and 14,000 psia.
Terpolymer C, which has 47 mol % tetrafluoroethylene, 10 mol % hexafluoropropylene, and 43 mol % ethylene and a density of 1.741 g/ml, was analyzed for the exemplary experiment demonstrating the functionality of the invention. Terpolymer C does not dissolve in a liquid solvent at ambient conditions. So it is difficult, or even impossible, to determine the molecular weight and molecular weight distribution of this fluorinated polymer. Therefore, this study has been performed with terpolymer C—CO2 solutions at a single temperature of 140° C. and a single pressure of 14,000 psia (965 bar). Terpolymer C dissolves in CO2 at ˜9,500 psia and 140° C., which means that the light scattering measurements are performed in a single-phase region for this mixture since the operating pressure is 14,000 psia. Terpolymer C—CO2 solutions are prepared by loading a known amount of terpolymer C in a clean, high-pressure scattering cell, transferring a known amount of CO2 into the cell, heating and pressurizing the solution to 14,000 psia (965 bar) and 140° C., mixing the solution with a magnetic stirring bar for several hours, and then allowing the solution to sit overnight without stirring so that polymer chains disentangle and obtain an equilibrium conformation and so that any dust particles in the solution settle to the bottom of the cell which is not in the line of sight of the laser beam. This method of solution preparation is a convenient way to remove dust from the solution since it is not easy to filter a single-phase, hot solution at high pressures. Scattering measurements are performed after the overnight treatment of the polymer solution and also after preheating the laser to achieve an acceptable stability of the laser intensity, which is critical for reliable static light scattering measurements. The accumulation of the scattered light intensity signal and the intensity correlation function is performed typically for 10 minutes for each run at a given angle. Several sets of scattering data are obtained at each angle of scattering. At the end of a series of scattering intensity measurements with a given terpolymer C—CO2 solution, the high-pressure cell is cooled to ambient temperature while allowing the pressure to decrease simultaneously. The scattering cell is opened, dismantled, and thoroughly cleaned to prepare for the next scattering experiment.
For this example measurements of the intensity correlation function were performed for terpolymer C—CO2 solutions at polymer concentrations (g/mL) of 8.45·10−04, 1.97·10−03, 2.71·10−03, 3.65·10−03, and 4.12·10−03. The intensity correlation function measurements for each solution were performed at scattering angles of 135°, 90°, 45°, and 36° that are available with the experimental high-pressure apparatus. A regularization analysis was used to interpret the resultant correlation functions although one skilled in the art of DLS also knows that a cumulant analysis is possible under certain conditions.
The solution refractive index, needed to calculate q, is set equal to 1.1948, which is the refractive index for pure CO2 at scattering conditions of 14,000 psia and 140° C. The density of CO2 (ρCO2=0.91832 g/mL) at given pressure and temperature is used in the refractive index calculation and is obtained from an online NIST Standard Reference Database. The viscosity for supercritical CO2 at 14,000 psia and temperature 140° C., η=9.7667·10−05 Pa·s, was also obtained from the online NIST Standard Reference Database. A value of Rh=11.5 nm is obtained from the value of the diffusion coefficient determined from DLS measurements extrapolated to zero concentration and from equation 5, the Stokes-Einstein equation. A value of Rg=17 nm is calculated with equation 6 and is used to determine P(qRg). This method of determination of Rg and P(qRg) is rather convenient when the value of Rg appears to be too low for its accurate measurement via SLS.
The value Hc/R, which is already extrapolated to zero wave number q, is extrapolated to zero concentration in
It is important to recognize the advantage of using simultaneous dynamic and static light scattering methods to determine polymer characteristics. In this example the value of Rh=11.5 nm obtained from DLS measurements extrapolated to zero concentration is less than 532 nm, which is the laser wavelength. This low value of Rh implies that Rg is also a low value as compared with the laser wavelength and it is not possible to obtain an accurate measure of Rg using static light scattering. Therefore, we use the value of Rg=17 nm, obtained with DLS, for the treatment of the SLS data to obtain Mw. And, we then use the DLS data to obtain information on the molecular weight distribution for the polymer.
In this example the same terpolymer C is analyzed using SLS/DLS measurements, however, in this instance supercritical R152a (1,1-difluoro-ethane) is used as the solvent. Terpolymer C does not remain dissolved in R152a at temperatures below ˜150° C. Therefore, the SLS/DLS experiments are performed at 170° C. and 6,000 psia, which is well within the single phase region for this polymer-solvent mixture. Pure component data for R152a were found in the NIST WebBook, available online, and also in the paper by H. B. Chae et al., J. Phys. Chem., 94, 8840-8845 (1990).
The extrapolation of Hc/R to zero terpolymer C concentration shown in
While the invention has been described in the context of an exemplary embodiment, those of skill in the art will recognize that the invention can be practiced with variation in the scope and context of the appended claims.
This application claims priority to U.S. Provisional Patent Application Ser. No. 60/956,152, filed on Aug. 16, 2007, and the complete contents thereof is herein incorporated by reference.
Number | Date | Country | |
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60956152 | Aug 2007 | US |