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Molecular modelling of entangled polymer fluids under flow The ...

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2.3. DOI-EDWARDS MODEL OF ENTANGLED POLYMERS 27<br />

Cloizeaux (1990), Milner and McLeish (1998b)], however each <strong>of</strong> these approaches is<br />

either an incomplete solution or is based around uncontrolled assumptions. Recently<br />

Likhtman and McLeish (2002) obtained a solution via a combined stochastic and analytic<br />

method. In this approach analytic arguments are used to derive expressions for<br />

the relaxation but with unknown coefficients. Numerical values for these coefficients<br />

are found by fitting the results to stochastic simulations <strong>of</strong> the first passage problem <strong>of</strong><br />

a full Rouse chain in a tube. If thermal constraint release (see section 2.4) is included as<br />

well, this method produces good agreement with the viscosity measurements <strong>of</strong> Colby<br />

et al. (1987), which cover a particularly wide range <strong>of</strong> molecular weights spanning either<br />

side <strong>of</strong> M c . This theory has also been shown to produce excellent predictions for the<br />

shape <strong>of</strong> G ′ (ω) and G ′′ (ω) <strong>of</strong> monodisperse linear <strong>polymer</strong> melts.<br />

2.3.3 Non-linear rheology<br />

<strong>The</strong> DE model can be generalised to non-linear <strong>flow</strong>s. This has been achieved, with some<br />

success, for a range <strong>of</strong> <strong>flow</strong> situations. For example continuous forward deformations<br />

can be modelled by assuming the deformation rate to be small with respect to the chain<br />

Rouse time. This still allows a window <strong>of</strong> non-linear rates since the reptation time and<br />

the Rouse time are fairly well separated in an <strong>entangled</strong> melt (τ d /τ R = 3Z). In this<br />

case the chain retraction can be assumed to be instantaneous. <strong>The</strong> model thus consists<br />

<strong>of</strong> three processes: affine deformation <strong>of</strong> the tube due to convection, instantaneous<br />

retraction along the tube and reptation, as described above. This model has been<br />

solved using a variety <strong>of</strong> different pre-averaging approximations. <strong>The</strong> most widely used<br />

<strong>of</strong> these is the independent alignment approximation (IAA) which disregards the fact<br />

that, as the chain retractions, orientation information is passed from one tube segment<br />

to the next. This considerably simplifies the solution <strong>of</strong> the model. <strong>The</strong> model predicts<br />

a number <strong>of</strong> qualitative features that are in agreement with experimental data. <strong>The</strong>se<br />

were considerable improvements over preceding models. In extension the model predicts<br />

extension thinning in steady state, in agreement with data on monodisperse samples.<br />

In non-linear shear the model predicts a transient overshoot in shear stress, but not<br />

in normal stress, and strong shear thinning at high shear rates. Qualitatively, all <strong>of</strong><br />

these features are observed experimentally. <strong>The</strong> issue <strong>of</strong> shear thinning is particularly<br />

significant. <strong>The</strong> Rouse model, outlined in section 2.2.4, has a constant shear viscosity,<br />

and hence the shear thinning phenomenon can be attributed to the influence <strong>of</strong> chain<br />

entanglements. However, the DE model predicts too much shear thinning which itself<br />

can be problematic (see section 2.4).<br />

An even greater degree <strong>of</strong> success was achieved in the prediction <strong>of</strong> stress relaxation<br />

after a large step shear deformation. <strong>The</strong> model assumes a perfectly affine deformation<br />

followed by two relaxation processes. <strong>The</strong> chain relaxes its primitive path length back

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