E M Troisi1,2, H J M Caelers1, G W M Peters1,2. 1. Department of Mechanical Engineering, Materials Technology Institute, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands. 2. Dutch Polymer Institute (DPI), P.O. Box 902, 5600 AX Eindhoven, The Netherlands.
Abstract
Understanding the complex crystallization behavior of isotactic polypropylene (iPP) in conditions comparable to those found in polymer processing, where the polymer melt experiences a combination of high shear rates and elevated pressures, is key for modeling and therefore predicting the final structure and properties of iPP products. Coupling a unique experimental setup, capable to apply wall shear rates similar to those experienced during processing and carefully control the pressure before and after flow is imposed, with in situ X-ray scattering and diffraction techniques (SAXS and WAXD) at fast acquisition rates (up to 30 Hz), a well-defined series of short-term flow experiments are carried out using 16 different combinations of wall shear rates (ranging from 110 to 440 s-1) and pressures (100-400 bar). A complete overview on the kinetics of structure development during and after flow is presented. Information about shish formation and growth of α-phase parents lamellae from the shish backbones is extracted from SAXS; the overall apparent crystallinity evolution, amounts of different phases (α, β, and γ), and morphologies developing in the shear layer (parent and daughter lamellae both in α and γ phase) are fully quantified from the analysis of WAXD data. Both flow rate and pressure were found to have a significant influence on the nucleation and the growth process of oriented and isotropic structures. Flow affects shish formation and the growth of α-parents; pressure acts on relaxation times, enhancing the effect of flow, and (mainly) on the growth rate of γ-phase. The remarkably high amount of γ-lamellae found in the oriented layer strongly indicates the nucleation of γ directly from the shish backbone. All the observations were conceptually in agreement with the flow-induced crystallization model framework developed in our group and represent a unique and valuable data set that will be used to further validate and implement our numerical modeling, filling the gap for quantitatively modeling crystallization during complicated processing operations like injection molding.
Understanding the complex crystallization behavior of isotactic polypropylene (iPP) in conditions comparable to those found in polymer processing, where the polymer melt experiences a combination of high shear rates and elevated pressures, is key for modeling and therefore predicting the final structure and properties of iPP products. Coupling a unique experimental setup, capable to apply wall shear rates similar to those experienced during processing and carefully control the pressure before and after flow is imposed, with in situ X-ray scattering and diffraction techniques (SAXS and WAXD) at fast acquisition rates (up to 30 Hz), a well-defined series of short-term flow experiments are carried out using 16 different combinations of wall shear rates (ranging from 110 to 440 s-1) and pressures (100-400 bar). A complete overview on the kinetics of structure development during and after flow is presented. Information about shish formation and growth of α-phase parents lamellae from the shish backbones is extracted from SAXS; the overall apparent crystallinity evolution, amounts of different phases (α, β, and γ), and morphologies developing in the shear layer (parent and daughter lamellae both in α and γ phase) are fully quantified from the analysis of WAXD data. Both flow rate and pressure were found to have a significant influence on the nucleation and the growth process of oriented and isotropic structures. Flow affects shish formation and the growth of α-parents; pressure acts on relaxation times, enhancing the effect of flow, and (mainly) on the growth rate of γ-phase. The remarkably high amount of γ-lamellae found in the oriented layer strongly indicates the nucleation of γ directly from the shish backbone. All the observations were conceptually in agreement with the flow-induced crystallization model framework developed in our group and represent a unique and valuable data set that will be used to further validate and implement our numerical modeling, filling the gap for quantitatively modeling crystallization during complicated processing operations like injection molding.
Solidification
of semicrystalline polymers in industrial processes
is a complex matter: prior to and during crystallization, polymer
melts experience steep thermal gradients, high deformation rates,
and elevated pressure. These factors, and most often combinations
of these, play a major role in affecting both crystallization kinetics
and final morphologies and, consequently, the ultimate structure and
properties.[1]Among all the processing
techniques, injection-molding, one of
the most common industrial production processes to shape plastic parts,
represents the most dramatic example: going from the walls to the
center of the product, a distinctive skin–core structure is
observed,[2,3] consisting of a quenched layer due to rapid
cooling at the mold walls, a highly anisotropic shear-layer containing
shish-kebab structures (crystalline morphology composed of a fibrous
backbone with lamellar overgrowth), a fine-grained layer with low
crystal orientation and high nucleation density, and an isotropic
core crystallizing at elevated pressure.The level of complexity
increases when dealing with polymers which
exhibit polymorphism, i.e., the ability to exist in more than one
crystal form. Focusing on isotactic polypropylene, subject of this
study, three different crystal forms (α, β, and γ)
and a mesophase can all be found in injection-molded products.[2,4−8] Typically, the quenched layer is composed of mesophase due to the
high cooling rates experienced, α and γ phase, promoted
respectively by molecular orientation and elevated pressure, can simultaneously
be present in the shear layer and in the isotropic core, whereas β
mostly develops in the transition region between the shear and the
fine-grained layers, nucleating from oriented flow-induced α-phase
row nuclei. If conditions are such that elevated pressures are experienced
during the injection and packing stage, complex morphologies can be
found within the shear layer. The well-known shish-kebab structure
consisting of an extended chain core crystal (shish) nucleating disk-like
folded crystals (kebabs) can show epitaxial growth of both α
and γ lamellae (called daughters) from the kebab (in this case
called parents) [010] lateral surfaces.[9,10]In order
to optimize processing techniques, as well as tune morphologies
and crystal phases to achieve tailored products, it is vital to get
understanding of the kinetics and mechanisms behind structure development
in extreme conditions of flow and pressure.During the past
decades, several studies have been carried out,
especially on the effect of shear flow on structure development, using
different setups: sandwich-type shear cell,[11] Linkam shear cell,[12,13] pressure-driven flow cell,[14−16] and slit flow.[10,17] Most of the experiments were
performed using the well-known short-term flow protocol introduced by the pioneering work performed in the group of Janeschitz-Kriegl.[18] Using this technique, the effect of flow on
nucleation and orientation, at fairly low undercoolings, is separated
from crystal growth analyzing the subsequent isothermal crystallization
kinetics employing several in situ experimental techniques, like birefringence
and X-ray techniques (SAXS, WAXD). Although this approach has been
proved to be very valuable for the understanding of the structure
formation in the early stage of flow, the experimental conditions
are still very far away from real-life processing for semicrystalline
polymers. Moreover, the experiments were performed at atmospheric
pressure, whereas it is well-known that during injection-molding pressure
represents an important factor that cannot be neglected.The
large majority of the work on the effect of pressure on crystallization
of polymers has been performed using isobaric experiments using dilatometry
techniques. It is well acknowledged that both nucleation densities
and growth rates are influenced by pressure due to the shift of the
equilibrium melting temperature upon pressurization. Focusing on iPP
only, the complex polymorphism is affected: γ-phase grows in
competition with α-phase and, at elevated pressure and temperature,
becomes the only polymorph present above 170 °C and 2000 bar.[19−21]Very little research has been performed on the combined effect
of flow and pressure on the crystallization behavior of iPP, mostly
due to the demanding experimental equipment able to apply flow at
elevated pressure. Using an unique flow-device/dilatometer capable
to work at pressure up to 1200 bar and shear rate of 180 s–1,[22] our group set foot in this field,
providing an exclusive set of experimental data of iPP crystallized
at elevated pressure after imposing strong shear flow. Van Erp et
al.[23,24] found that shear flow does not act directly
on the formation mechanism of γ-crystals but makes the crystallization
to occur at high temperatures, which promotes γ-phase due to
its higher growth rate at high temperatures. The fascinating morphology
comprising shish kebabs with densely branched γ-daughters lamellae
was observed for the combination of high pressure and high shear rates.[9] Differently, Yang et al.,[25] using a custom-designed pressuring and shearing device,
observed suppression of γ-phase formation already at very low
shear rates (3–9 s–1) and high pressure (1000–1500
bar). This seeming discrepancy with our observation can be explained
by the fact that the experiments were done using very long shear times
(120 s): keeping the molecular orientation during crystallization
prevents the material to crystallize in γ polymorph because
of the peculiar not-parallel chain orientation in γ-crystals.[26,27] In all the research mentioned, sample characterization was performed
post-mortem (measuring amount of crystal phases and orientation),
with little insight into the dynamics of the structure development.Using the outcome of van Erp experiments, Roozemond et al. developed
a numerical model able to predict the results including the multiphase
multimorphological kinetics, proposing some intersting concepts on
the structural evolution, like an increased growth rate for the α-parent
during and after flow due to residual molecular orientation and the
growth of γ lamellae directly from the shish backbone.[28]To close the circle on this complicated
and fascinating topic and
to validate Roozemond’s crystallization model, we collected,
for the first time, online experimental results during flow-induced
crystallization of iPP at elevated pressure using in situ X-ray scattering
and diffraction techniques (SAXS and WAXD) coupled with a modified
slit-flow rheometer, able to control the pressure level before and
immediately after flow. A fully characterized iPP, already employed
in several other studies, was chosen as a model material. The kinetics
of formation of different morphologies and crystal phases is fully
quantified, and the key concepts driving flow-induced crystallization
at elevated pressure are discussed and conceptually in agreement with
our previous observations and modeling approach. This experimental
data set will permit to validate and, if required, extend our multiphase,
multimorphological crystallization model and, in the near future,
be included in 2D finite element simulation, bringing us one step
forward toward prediction of the complicated structure and morphology
found in injection-molded products of iPP.
Experimental Section
Material
An isotactic polypropylene
(iPP, Borealis HD601CF) with a weight-average molecular weight Mw of 365 kg/mol and a polydispersity index Mw/Mn of 5.4 is used
in this work. A full characterization of the crystallization behavior
of the same material has been performed in our group during the past
decade.[28−30]
Methods
Slit Flow Device
Flow-induced crystallization
(FIC) behavior under different pressure conditions was studied performing
controlled shear experiments in a confined slit geometry (see Figure ) within a modified
multipass rheometer.[31] The slit dimensions
are w × h × L = 6 × 1.5 × 115 mm. This unique device allows to obtain
high wall shear rates, comparable to the ones experienced during industrial
injection-molding process, and to carefully control the pressure before
and immediately after flow.
Figure 1
Schematic of the slit flow device employed in
this study: (1) servo-hydraulically
driven piston, (2) heated barrel, (3) flow cell, (4) polymer specimen,
(5) X-ray observation window, (6) insulating ceramic ring, and (7)
pressure transducer. The red and blue arrows show the directions of
the movement of the two pistons during pressurization and shear flow,
respectively.
Schematic of the slit flow device employed in
this study: (1) servo-hydraulically
driven piston, (2) heated barrel, (3) flow cell, (4) polymer specimen,
(5) X-ray observation window, (6) insulating ceramic ring, and (7)
pressure transducer. The red and blue arrows show the directions of
the movement of the two pistons during pressurization and shear flow,
respectively.Pressure is applied by
moving the two servo-hydraulically driven
rectangular pistons (with the same cross-section dimensions as the
slit), between which the polymer melt is confined, toward each others,
and controlled by mean of two pressure transducers placed near each
piston. Shear flow is imposed to the undercooled polymer melt by simultaneously
moving the two pistons at the same time, in the same direction, with
constant velocity. Cooling of the flow cell to the isothermal flow
temperature is achieved by pumping a cooling medium through the cell
(resulting in an average cooling rate of ≈7 °C/min and
isothermal conditions within ±1 °C), while the temperature
in the barrels, where the pistons are situated, is kept constant at
a higher value to permit the proper functioning of the pressure transducers.
The material rheology during flow is probed by measuring the pressure
drop between the two transducers and a diamond window placed in the
middle of the slit allows for online X-ray scattering measurements
(Figure ).Prior
to each experiment, the sample was molten at 220 °C
for 10 min to erase any previous thermomechanical history and subsequently
cooled down to the isothermal flow temperature, Tflow, of 145 °C. At this temperature the sample was
pressurized to different pressures, Pflow, ranging from 100 to 400 bar. Once temperature and pressure were
stable at the set values of Tflow and Pflow, shear flow was applied using four different
piston speeds (20, 40, 60, and 80 mm/s) for a fixed time of 0.25 s.
Within 0.5 s after shear flow was terminated the pressure reached
80% of the initial value of Pflow.
In Situ X-ray Measurements
Real-time
small-angle X-ray scattering and wide-angle X-ray diffraction (SAXS
and WAXD) measurements were carried out at beamline BM26B[32] at the European Synchrotron Radiation Facility
(ESRF, Grenoble, FR) with a wavelength λ = 1.033 Å and
a beam diameter of 300 μm.Simultaneous acquisition of
SAXS and WAXD patterns was performed using a Pilatus 1M detector (981
× 1043 pixels of 172 μm × 172 μm placed at a
distance of 6.468 m) and a Pilatus 300 K detector (1472 × 195
pixels of 172 μm × 172 μm placed at a distance of
0.238 m), respectively. The detectors were triggered by an electric
TTL pulse at the beginning of the pistons displacement. The first
3.96 s, from the start of flow, were monitored at an acquisition rate
of 30 frames/s; the following 1200 s of isothermal crystallization
were recorded using an acquisition
time of 4 s. The Pilatus 300K detector has a limited azimuthal range,
not sufficient to capture the complex orientation of different phases
observed during in FIC of iPP under elevated pressures.[9] Therefore, WAXD experiments were repeated using
a Frelon2K detector (2048 × 2048 pixels of 48.8 μm ×
48.8 μm distance of 0.148 m). In this case an exposure time
of 0.1 s for the first 4 s after flow and an exposure time of 4 s
for the subsequent isothermal crystallization were used, resulting
in a total acquisition time (exposure + readout) of 0.338 and 4.24
s, respectively.The distance and tilt angle of the detectors
were calibrated using
AgBe (silver behenate) and α-Al2O3 (α-aluminum
oxide) as standards for SAXS and WAXD, respectively. All X-ray images
were first normalized for synchrotron beam fluctuations using an ionization
chamber placed before the sample and for the transmission of the sample
using a photodiode placed on the beamstop; subsequently, the background
due to the air and empty cell scattering was carefully subtracted.
In addition, 2D SAXS and WAXD patterns of a completely molten sample
at Tflow and Pflow were collected and used as isotropic amorphous scattering patterns.Finally, 2D SAXS and WAXD images were reduced to 1D intensity profiles
as a function of the scattering angle (2θ) for WAXD and of the
scattering vector (q = (4π/λ) sin θ)
for SAXS using the software package FIT2D. Using the same software,
azimuthal intensity distributions of characteristic WAXD reflection
((130)α and (117)γ) were obtained
integrating the 2D pattern in a narrow 2θ range centered around
the diffraction peak along the azimuthal angle (ϕ).
Wide-Angle X-ray Diffraction Data Analysis
A representative
2D WAXD pattern and the related 1D integrated
intensity vs 2θ angle, collected at the end of isothermal crystallization
for the experiment performed at 400 bar and 145 °C after shear
using a piston speed of 80 mm/s (wall shear rate of 440 s–1, see section ) for 0.25 s, are shown in Figures a and 2b, respectively. The
presence of the characteristics (130)α, (300)β, and (117)γ reflections, centered
at 2θ ≃ 12.55°, 10.8°, and 13.5°, respectively,
confirms the coexistence of α-, β-, and γ-phase
crystals.
Figure 2
(a) 2D WAXD pattern collected at the end of the isothermal crystallization
at 400 bar after being sheared for 0.25 s (vpiston = 80 mm/s). (b) Total integrated intensity as a function
of the scattering angle (round markers), the dashed red line the amorphous
contribution, and the black full line the fitting after deconvolution.
(c) Azimuthal distributions of the (130)α and (117)γ reflections; the red lines represent the fitting of
the equatorial and off-axis maxima using Lorentzian functions.
(a) 2D WAXD pattern collected at the end of the isothermal crystallization
at 400 bar after being sheared for 0.25 s (vpiston = 80 mm/s). (b) Total integrated intensity as a function
of the scattering angle (round markers), the dashed red line the amorphous
contribution, and the black full line the fitting after deconvolution.
(c) Azimuthal distributions of the (130)α and (117)γ reflections; the red lines represent the fitting of
the equatorial and off-axis maxima using Lorentzian functions.The azimuthal distributions of
the (130)α and
(117)γ reflections, shown in Figure c, are in agreement with the previously reported
morphology,[9,33−35] comprising
α-“parents” lamellae with their c-axis parallel to flow/deformation direction and epitaxially grown
γ- and α-“daughters” lamellae. The α-“daughters”
branch at an angle of ∼80° and present their a-axis parallel to flow direction, whereas the γ-lamellae branch
at ∼40° both from α-parents and shish backbone,
with chain orientation parallel to flow direction. Our analysis does
not allow to distinguish between γ-lamellae branching from the
shish backbones and from the α-parents, since these have the
same orientation. In the following, we will speak mostly in terms
of γ-daughters but this does not mean that γ-lamellae
nucleating from the shish backbones (γ-parents) do not exist;
on the contrary, experimental observation from van Erp et al.[9] and modeling work by Roozemend et al.[28] showed that the high amount of γ-phase
found in samples crystallized at high pressure after shear flow can
be explained by the existence of γ-parents. In section we will
come back on this issue in more detail. A schematic of the morphology
is given in Figure .
Figure 3
Schematic of the morphology of shish-kebab structure containing
α- and γ-“parents” and α- and γ-“daughters”
lamellae.
Schematic of the morphology of shish-kebab structure containing
α- and γ-“parents” and α- and γ-“daughters”
lamellae.The apparent crystallinity evolution
(apparent since it is an average
over the slit thickness, because the X-ray beam traverses across the
velocity gradient direction) was calculated after deconvolution of
the total intensity scattered by the crystalline (Acrystal) and amorphous (Aamorphous) regions usingThe apparent relative amount of crystals in
the three different phases (α, β, and γ) was evaluated
from the time-resolved X-ray diffraction profiles, as suggested by
Turner-Jones et al.[36] and Murthy et al.,[37] by fitting the diffraction contribution due
to the crystals using seven pseudo-Voigt funtions, as shown in Figure b. Measuring the
area underneath the (130)α, the (300)β, and the (117)γ reflections (A130α, A300β, and A117γ, respectively), the fraction of the
each polymorph is given by the ratiosThe time evolutions of the different morphologies
(α-“parents”, γ-“daughters”,
and α-“daughters”) are obtained by fitting of
Lorentzian functions to the azimuthal distributions of the (130)α and (117)γ intensities after subtraction
of the amorphous and isotropic crystals contribution (if present)
to the scattering (example in Figure c). For the (130)α reflection, the
area of the peak centered at the equator (ϕ = 0°) is representative
of the amount of α-“parents” lamellae, whereas
the area of the off-axis peak, centered at ϕ ∼ 46°,
quantifies the amount of α-“daughters”. For the
(117)γ reflection, the area underneath both peaks,
centered at ϕ ∼ 0° (equator) and ∼42°
(off-axis), is proportional to the amount of γ-“daughters”
lamellae.
Small-Angle X-ray Scattering
Data Analysis
Figure a shows
a representative 2D SAXS pattern of an iPP sample crystallized for
20 min at 400 bar after shear with a piston speed of 80 mm/s (same
conditions of the WAXD pattern shown in Figure a). The two typical features of a shish-kebab
superstructure can be easily recognized: a strong equatorial streak
in the azimuthal region centered at ϕ = 0°, related to
the scattering of the shish backbones aligned along the flow direction,
and a well-defined meridional (ϕ = 90°) lobe due to the
scattering of crystal lamellae (kebabs) oriented with their normal
parallel to flow direction. As already observed by van Erp et al.,[9] the SAXS pattern shows also two additional features:
a diffuse scattering in the azimuthal region defined at ϕ =
10° and a more clear correlation peak at ϕ = 60°.
This observation, coherent with the already discussed WAXD features,
confirms the existence of an oriented morphology including α-“parents”,
α-“daughters”, and γ-“daughters”
(see Figure ).
Figure 4
(a) 2D SAXS
pattern collected at the end of the isothermal crystallization
at 400 bar after being sheared for 0.25 s (vpiston = 80 mm/s). (b) Integrated intensities (bottom) and
Lorentz corrected intensities (top) as a function of the scattering
vector for the azimuthal regions shown in (a). The diagonal intensities
were multiplied by a factor of 5, and the curves were shifted vertically
for the purpose of clarity.
(a) 2D SAXS
pattern collected at the end of the isothermal crystallization
at 400 bar after being sheared for 0.25 s (vpiston = 80 mm/s). (b) Integrated intensities (bottom) and
Lorentz corrected intensities (top) as a function of the scattering
vector for the azimuthal regions shown in (a). The diagonal intensities
were multiplied by a factor of 5, and the curves were shifted vertically
for the purpose of clarity.As expected, the equatorial integrated intensity presented
in Figure b (green
diamond
markers) does not show any correlation peak in the accessible q range (>0.029 nm–1), indicating a
very
large correlation distance between shish (≫210 nm). Differently,
three different maxima in intensity for the three other regions (meridional,
diagonal 60°, and diagonal 10°) are observed, corresponding
to three different spacings (Lb = 2π/q* = 22.9, 17.5, and 20 nm) between α-“parents”,
γ-“daughters”, and α-“daughters”
lamellae, respectively.To obtain the time evolution of the
equatorial and meridional intensities,
related to the formation of shish and parents lamellae (kebabs), respectively,
the 2D SAXS patterns were integrated azimuthally in the meridiodal
(centered at ϕ = 90°) and equatorial region (ϕ =
0°) as shown in Figure a to obtain 1D scattering profile according towhere qmax is
chosen to be 0.2 nm–1 for the equatorial region
and 1.2 nm–1 for the meridional region; ϕmin and ϕmax are the minimum and maximum values
of the azimuthal angle for the chosen region (ϕmin = −5° and ϕmax = 5° for the equatorial
region and ϕmin = 80° and ϕmax = 100° for the meridional region). The peak shift of the SAXS
maximum in the meridional region, related to the time evolution of
the spacing between parents lamellae, were obtained from the position
of the maxima, q*, of the meridional integrated intensity
according to Bragg’s law: Lp =
2π/q*.
Results
and Discussion
Because of the big amount of experimental
data collected in this
work, the results are presented and discussed in several subsections
throughout this section: for each subsection the experimental observations
are first discussed comparing different flow conditions (piston speeds)
at the same initial pressure level and successively comparing different
pressures at the same flow conditions. Only the experiments performed
at the highest pressure (400 bar) at different piston speeds and the
experiments with the highest piston speed (80 mm/s) at the four different
pressures are selected as representative and shown in this section.
A full overview of all the experimental results can be found in the Supporting Information.We first focus
on the rheological evolution during flow, i.e.,
the transient pressure drop, followed by the outcome of in situ X-ray
analysis. For the SAXS data analysis the evolutions of the equatorial
and meridional intensities are presented and discussed, together with
the evolution of the spacing between α-parents lamellae. Later
the apparent crystallinity and the apparent amount of α-, β-,
and γ-phases obtained from WAXD analysis are examined. Finally,
we focus solely on the evolution of the oriented iPP’s lamellae
in different morphologies: for this aim the ratios between α-parents/α-daughters,
α-parents/γ-daughters, and α-daughters/γ-daughters
are shown and compared.
Pressure Response
Figure a shows the
measured pressure
difference (ΔP) during and immediately after
flow for the four different flow conditions employed at 400 bar. Clearly,
the higher the flow rate (piston speed), the bigger the deviation
from the typical viscoelastic behavior of a polymer melt subjected
to start-up Poiseuille flow. This deviation is characterized by an
upturn of the pressure drop after start-up, which was related in previous
works[38,39] to structure formation (shish) in the high
shear rate regions close to the walls. This structuring locally increases
the viscosity of the material and therefore decreases the deformation
rates close to the wall. Since the volumetric flow rate prescribed
by the movement of the pistons stays the same, the shear rate experienced
by the material just outside the shear layer increases, causing the
formation of more shish and the thickening of the shear layer from
the walls toward the center of the channel until flow is stopped.
Rheologically, this translates to the observed upturn since the same
amount of material is being pushed through a channel with decreasing
cross section.
Figure 5
Transient pressure drop measured between the transducers
during
flow with four different piston speeds at 400 bar (a) and for different
initial pressure levels using a piston speed of 80 mm/s (b).
Transient pressure drop measured between the transducers
during
flow with four different piston speeds at 400 bar (a) and for different
initial pressure levels using a piston speed of 80 mm/s (b).Increasing the velocity of the
pistons causes a faster shish development,
and consequently the formation of thicker shear layers (for the same
flow times) and pronounced upturns in the pressure drop are observed.
After stopping the flow, the pressure drop relaxes toward zero, meaning
that the final pressures at the two transducers (and anywhere along
the channel length) relax back to initial set values and the majority
of the subsequent crystal growth happens in isobaric conditions.Figure b shows
the comparison of the pressure drop for different initial pressures
at the same flow condition (piston speeds of 80 mm/s). The flow start-up
(the time scale to reach steady state) is independent from the initial
pressure for the same piston speed, since the dominant time scale
is the compressibility as already stated in ref (39) and observed by Hatzikiriakos
and Dealy.[40] The discrepancy for the start-up
time, observed for the experiment performed at 100 bar, is an experimental
artifact due to the top piston partially covering the top pressure
transducer at the beginning of flow.Similarly to the effect
of flow, main differences are found in
the behavior after start-up: the steady-state level of the pressure
drop increases, and the observed deviation from viscoelastic behavior
starts earlier and becomes more pronounced, increasing the initial
pressure level at which flow is applied.It is well know that
the rheological properties[41,42] and therefore relaxation
times change with pressure. Specifically,
the pressure shift factor (a) can be defined by an exponential dependence from pressure
(p):where for isotactic polypropylene k = 16.18 GPa–1 and pref = 1 bar.[42]The characteristic rheological stretch
relaxation time of the high
molecular weight tail for the selected iPP, τRHMW, is equal to 0.23 s at 145
°C and 1 bar[29] (evaluated from the
longest mode of a discrete Maxwell spectrum fitted on dynamic rheology
measurements). When shifted to the experimental pressures of 100 and
400 bar, using eq ,
this increases from 0.27 to 0.43 s, respectively. This means that
for the same flow conditions the high molecular weight tail of the
material, responsible for the formation of shish, is more stretched
when pressure is higher. Shish can form earlier in time, and the shear
layer can develop faster, i.e. become thicker, and therefore, a stronger
rise in the pressure drop is observed during flow at higher pressure.
“A Critical Note on the Criterion for
Shish Formation”
Our rheology results clearly show
a straightforward dependence of the onset time for shish formation
on the piston velocity, i.e., the wall shear rate (γ̇w) and the initial pressure (acting on the rheological relaxation
times). This is often combined in terms of the flow strength that
is expressed by the Weissenberg number Wi:Molecular stretch will occur
when a critical value of the Weissenber number will be exceeded (Wi
> Wicrit).[43] The criterion for the formation of oriented structure from polymer
melts has been subject of debate for already several decades and represents
a topic of great relevance, since it is of paramount importance to
predict whether or not the final product will be anisotropic, depending
on the processing conditions employed. It is widely recognized that
the stretch of the high molecular weight (HMW) tail of the material
is key for the formation of oriented structures:[16,43−48] portions of long chains between topological constraints, i.e., entanglements,
are more easily stretched because of their larger Rouse time.It is also known that the combination of flow strength and duration
of flow affects the formation of oriented crystals in a complicated
way, and several hypotheses have been suggested. The simplest way
to introduce the effect of flow duration (ts) as the total applied strain (γ = γ̇ts) simply does not work: experimental evidence shows that
strong shear flow for short time are much more effective than long
flow at low shear rates.[29,47]Focusing on the
work performed in our group, several hypothesis
were put forward. Basing their theory on rubber elasticity and molecular
rheology, Van Meerveld et al. proposed that the transition to fibrillar
structures takes place for certain critical value of the Weissenberg
number related to chain stretch of the HMW fraction (ΛHMW).[43] This is defined as ΛHMW = LHMW/L0,HMW where LHMW and L0,HMW are the contour lengths of the HMW molecules during and
before stretch, respectively, and the contour length is a smoothed
path through the atomistic configuration of the backbone. The duration
of flow was not directly taken into account, but the hypothesis of
a critical value of the molecular stretch ratio to be exceeded takes
the flow duration implicitly into account. In ref (49) a critical value for the
HMW-stretch seemed to work quite well for a set of experiments similar
to the ones performed in this work. However, the analyses were based
on the assumption that during flow, the HMW-tail molecules deformed
affinely, and this assumption was wrong (see HMW molecular stretch
evolutions in Figure a). On the basis of experimental observations, van Erp et al.[23] proposed that not the momentary molecular stretch
(ΛHMW, evaluated fitting the nonlinear viscoelastic
constitutive model (XPP)[50] to extensional
rheology data) should be taken into account as such as a criterion
for the initiation of shish growth, but its history over the shear
time. A critical effective stretch time was introduced, defined aswhich is the most simple way to account for
the history of the HMW stretch. This approach proved valuable for
predicting a series of results from dilatometry combined with shear
flow experiments and was recently successfully applied by Van Drongelen
et al.[51] for the FIC behavior of LLDPE
in shear at different pressures.
Figure 6
Molecular stretch of the high molecular
weight tail (a) and time
integral over the HMW molecular stretch history (b) computed in time
(tshear = 0.25 s) using a single-mode
XPP for all the flow conditions and pressure employed. The horizontal
line indicates the critical value of the cumulative stretch time.
Molecular stretch of the high molecular
weight tail (a) and time
integral over the HMW molecular stretch history (b) computed in time
(tshear = 0.25 s) using a single-mode
XPP for all the flow conditions and pressure employed. The horizontal
line indicates the critical value of the cumulative stretch time.Here we test this criterion on
our experimental data using a simplified
version of a complete model for flow-induced crystallization[39] and correlating the model results for shish
formation with the onset times of the deviation from the regular viscoelastic
behavior in the measured pressure drop. “Simplified”
means that the flow is considered to be incompressible and isothermal
(no shear heating), and only the wall shear (the highest shear rate)
is considered. This makes this approach applicable for the determination
if shish formation occurs without using a full numerical model based
on finite element simulations.Knowing the slit dimensions,
the volumetric flow, and the power
law behavior of the viscosity, the wall shear rates can be evaluated
using[52]where h and w are the slit thickness and width, Q = h × w × vpiston the volumetric flow, and n = 0.47 the power law
exponent obtained fitting the results of frequency sweep linear rheological
measurements shifted to the experimental T and P. The evaluated wall shear rates for different piston speeds
are presented in Table . These shear rates are the driving forces in the XPP model.[50]
Table 1
Wall Shear Rates
for Stationary Flow,
Calculated from Eq for
the Four Different Piston Speeds
piston speed [mm/s]
20
40
60
80
γ̇wall [s–1]
110
220
330
440
The HMW-stretch ΛHMW is obtained from a simplified
form (the Giesekus parameter α = 0) of a single-mode XPP model
given byin which and tr c are the upper convected
derivative and the trace of the conformation tensor (c), respectively, τ0(T,p) is the orientation relaxation time, and ν is the reciprocal
of the number of arms. The parameter values for evaluating tcrit are available from ref (39). Although these showed
good results in the case of van Erp et al.,[24] we noticed that the stretch relaxation times, obtained from fitting
the XPP model to extensional data, are much too long for the flow
times used in this work, showing no difference during flow for the
cumulative molecular stretch at different pressures. Better and more
physical results are found if the Rouse time for the HMW tail extracted
from linear rheology measurements[29] is
used, i.e.where τ0 is obtained from
the longest mode of the linear viscoelastic spectrum and Z = Mw/Me =
70, using a value of Me = 5200 g mol–1.[53] The results are shown
in Figure a (HMW-stretch,
ΛHMW) and b (critical stretch time, tcrit).A critical value of the cumulative stretch
time of 1 s is consistent
with the onset time of shish formation evaluated from the pressure
rise observed in experimental results given in the Supporting Information (Figures S1 and S2); see Figure . Good agreement is found;
at high shear rates (440–330 s–1) the model
slightly overpredicts the experimental results whereas for lower shear
rates the opposite is observed. Experimentally, no shish formation
(i.e., no pressure upswing) is found for a piston speed of 40 mm/s
(wall shear rate 220 s–1) at a pressure of 100 bar
and for a piston speed of 20 mm/s (wall shear rate 110 s–1) at all pressures. The model predicts shish formation for the first
condition only. Moreover, the same approach works for the same set
of experiments perfomed at lower pressure (50 bar) in ref (49) (see full markers in Figure ). Although a relatively
simple model is used, i.e., isothermal (no shear heating taken into
account) and incompressible flow, the results give strong support
to the hypothesis that formation of oriented structures is not related
to a value of the molecular stretch of the HMW tail but to the “stretch
history” during flow time.
Figure 7
Comparison between the shish onset times
predicted for a critical
stretch time of 1 s and the shish onset time measured from the upturn
in the pressure drop for different wall shear rates. Full markers
represent the predictions for the experiments taken from ref (49).
Comparison between the shish onset times
predicted for a critical
stretch time of 1 s and the shish onset time measured from the upturn
in the pressure drop for different wall shear rates. Full markers
represent the predictions for the experiments taken from ref (49).This is summarized in the following important observations:Using a one-mode simplified XPP model,
we can capture
the important part of the rheology of the material that dominates
flow-induced crystallization, i.e., the contribution of the HMW-tail,
which hardly contributes to the total shear stress and thus to the
mechanical work applied.It is the history
of the HMW-stretch that controls the
onset of shish formation. The most simple way to account for the history
(see eq ) gives already
very satisfactory results (see Figure ). Model and experimental results differ only in the
order of 10%, and also the absence of shish formation during flow
is captured quite well.It is of utmost
importance to take into account the
temperature and pressure dependency of the stretch relaxation time.This stretch relaxation time should be based
on molecular
considerations, i.e., the MW of the tail, and not on fitting rheological
data.The average initial pressure was
used. Taking into account
the influence of the increased pressure due to the flow on the relaxation
times did not make a real difference.Considering recent work from our group, it should be noticed that
there are some clear differences in the approach used. First of all,
in van Erp et al. the value for the critical stretch time used was tcrit = 45 s.[24] This
value is based on the high Rouse time used in that work and obtained
by comparing critical stretch time values at the end of the flow.
These values were then used to discriminate between experiments in
terms of the presence/absence of shish; it was not used for predicting
the onset of shish formation that could not be observed in the type
of experiments they performed.Second, Roozemond et al. performed
numerical simulations on a slit
flow similar to the one described in this paper.[39] They did not use any criterion for shish formation at all.
In their approach flow-enhanced nucleation has pressure and temperature
dependence, but the rate of shish formation is proportional to the
shear rate only; i.e., there is no temperature or pressure dependency
in the latter. As no controlled pressure variation was applied, there
was no need to consider this aspect. However, for such a complete
and complex model, which takes into account all effects (compressibility,
nonisothermal) and the coupling between structure formation and rheology,
it is hard to judge which part(s) of the model are most determining
for the phenomena we are looking at. Further work on this full finite
element model is required to find out which approach is the most promising
and this ongoing work. However, the simplicity of the model, as presented
here, makes it a very useful approach for determining if, for a given
material and thermal and flow conditions, one can expect shish formation
during flow or not.
SAXS Analysis
SAXS Equatorial Intensity Evolutions
The time evolutions
of the SAXS equatorial intensity (related to
shish structures, see section ) are presented in Figure comparing the four different flow conditions
at a pressure of 400 bar (a) and the four different pressures using
the fastest piston speed of 80 mm/s (b).
Figure 8
Equatorial SAXS integrated
intensity evolutions during the first
20 min for all flow conditions and a pressure of 400 bar (a) and for
different initial pressures and a piston speed of 80 mm/s (b).
Equatorial SAXS integrated
intensity evolutions during the first
20 min for all flow conditions and a pressure of 400 bar (a) and for
different initial pressures and a piston speed of 80 mm/s (b).At 400 bar (Figure a), the SAXS equatorial intensity, related
to the formation of bundles
of chains aligned in flow direction (shish), starts to increase already
during flow for piston speeds ranging from 40 to 80 mm/s, whereas
for 20 mm/s no detectable increase is found, in agreement with the
rheological behavior observed in Figure a. The increase of the SAXS equatorial intensity
has a delay compared to the upturn in the pressure drop for all pressures
and flow conditions. As hypothesized by Ma et al.[49] for similar experiments conducted at ambient pressure and
confirmed by numerical finite element simulation on the same flow
geometry,[39] the shear layer formation starts
upstream (close to the driving piston), and this is reflected into
the pressure upturn. The shish formation happens later in the middle
of the slit (at the diamond window), where X-ray measurements are
done. As expected, the highest value reached by the equatorial intensity
is higher for faster flow rates because thicker shear layer are formed
increasing the velocity of the piston. The increase lasts for about
1–3 s, depending on the flow condition and pressure, although
the formation and longitudinal growth of threadlike precursors take
place mostly when the deformation is applied, i.e., during flow. The
observed increase after flow is explained by the “densification”
of shish when the flow has ceased, which according to recent findings[17] can been related to unidirectional propagation
of a growth front along the shish backbone.After the first
increase, the equatorial intensity decreases significantly:
this can be related either to dissolution of part of the shish structures
formed by flow[54] or, more likely, to a
decrease of electron density fluctuations in the direction perpendicular
to flow, due to the growth of parent lamellae (kebabs) nucleating
from the shish backbone which increase the electron density in the
regions between shish. This will be clarified in the next subsection.
When comparing the fastest piston speeds experiments at different
pressures (Figure b), the increase of the SAXS equatorial intensity is clear in all
cases, and similarly to the effect of flow, differences can be found
in the onset time of the increase of the equatorial intensity and
on its maximum value.The already discussed increase of relaxation
times with pressure
causes an enhanced formation of shish and, therefore, a sooner onset
in the increase of the SAXS equatorial intensity. Moreover, the formation
of thicker shear layers at higher pressure translates in higher maximum
values of the equatorial intensity for higher pressure.
SAXS Meridional Intensity and Spacing between
α-Parents Evolutions
As well as the shish formation,
also the growth of kebabs (parents lamellae) nucleating from the shish
backbones is influenced by both flow rate and pressure. This is evident
from the time evolutions of the SAXS meridional intensity plotted
in Figure for different
piston speed at 400 bar (a) and at different pressure for the fastest
piston speed (b).
Figure 9
Meridional SAXS integrated intensity evolutions during
the first
20 min for all flow conditions and a pressure of 400 bar (a) and for
different initial pressures and a piston speed of 80 mm/s (b).
Meridional SAXS integrated intensity evolutions during
the first
20 min for all flow conditions and a pressure of 400 bar (a) and for
different initial pressures and a piston speed of 80 mm/s (b).If we consider the experiments
performed at 400 bar (Figure a), the SAXS meridional intensity
starts to increase immediately after flow stops, indicating the development
of kebabs growing perpendicularly to flow direction (α-parents).
Increasing the velocity of the piston causes a sooner onset of their
growth because of a dual effect of flow: at higher shear rates more
shish are formed, providing more nucleation sites for parents lamellae,
and higher residual orientation is present close to the shish backbones,
promoting a faster growth of the parent lamellae morphology. This
last point will be explained in more detail in sections and 3.4.3. Note that in all cases the meridional intensity reaches
significant values after about 1–3 s (about 20% of its highest
value), corresponding to the observed decrease in equatorial intensity.
This confirms our previous hypothesis that the decrease in the scattering
due to the shish can be explained by the decrease in electron density
fluctuations between shish caused by kebab overgrowth. The small decrease
of the SAXS meridional intensity observed after about 10 s from the
beginning of flow can be explained in a similar way: the branching
of daughter lamellae (α- and γ-daughters) from the kebabs
decreases the electron density fluctuactions in the direction parallel
to flow (between kebabs), causing a decrease in the intensity scattered
in the meridional region of the reciprocal space. The final increase
of the SAXS meridional intensity (after about 200–500 s depending
on the flow conditions) can instead be related to the contribution
to the scattering of isotropic lamellae, constituting spherulites
in the core of the sample.The influence of pressure on the
SAXS meridional intensity for
the experiment performed with a piston speed of 80 mm/s is presented
in Figure b. Also
in this case the effect is evident: higher pressure induces a faster
growth of parent lamellae as becomes clear from the sooner onset in
the rise of the SAXS meridional intensity. This can be explained in
the light of the pressure dependence of the crystal growth rate: α-phase
kebab growth rate is increased of about a factor 6.3 at 145 °C
for an increase of pressure from 100 to 400 bar.[30] Moreover, an increase of pressure also boosts the number
of nucleation sites for the kebabs on the shish backbones by decreasing
the nucleation free energy barrier and promoting the nucleation of
parent lamellae on shish lateral surfaces.This is clear from
the time evolutions of long period of the α-parent
kebabs presented in Figure . If the effect of the flow rate on the spacing between α-parents
(Figure a) is not
relevant, since solely dictated by the temperature and pressure at
which the experiment is performed (in all the experiments performed
at 400 bar, the average long period decreases from 25 to 23 nm during
the 20 min of isothermal crystallization), the effect of pressure
shown in Figure b is evident. The experiment performed at the highest pressure (400
bar) shows a final long period of about 23 nm whereas the one performed
at 100 bar of about 28 nm: higher pressure results in a smaller long
period between α-parent kebabs. The shish lateral surfaces can
nucleate more lamellae at elevated pressure, when the nucleation free
energy barrier is lower and the resulting spacing is denser.
Figure 10
Time evolutions
of the long period between α-parent kebabs
during the first 20 min for all flow conditions and a pressure of
400 bar (a) and for different initial pressures and a piston speed
of 80 mm/s (b).
Time evolutions
of the long period between α-parent kebabs
during the first 20 min for all flow conditions and a pressure of
400 bar (a) and for different initial pressures and a piston speed
of 80 mm/s (b).
WAXD
Analysis
Apparent Crystallinity and Phase Content
Evolutions
Figure shows the time evolutions of the apparent crystallinity at
400 bar for the four different piston speeds (a) and at different
pressures for the experiments performed with a piston speed of 80
mm/s (b).
Figure 11
Time evolutions of the apparent crystallinity for all flow conditions
and a pressure of 400 bar (a) and for different initial pressures
and a piston speed of 80 mm/s (b). Open stars and diamonds markers
(☆ and ◇) represent the onset of the formation of the
fine-grained and isotropic layer, respectively.
Time evolutions of the apparent crystallinity for all flow conditions
and a pressure of 400 bar (a) and for different initial pressures
and a piston speed of 80 mm/s (b). Open stars and diamonds markers
(☆ and ◇) represent the onset of the formation of the
fine-grained and isotropic layer, respectively.For all flow conditions at 400 bar (Figure a), we observe the characteristic S-shaped
curve indicative of crystallization until impingement, which occurs
around 20 s after the beginning of flow. Therefore, we conclude that
for this pressure this time scale includes the crystallization of
highly oriented crystalline structures close to the walls (shear layer).
After impingement of the shish-kebab structures, the apparent crystallinity
continues to increase with a lower slope until about 100 s. This can
be ascribed to the development of less oriented crystals growing from
less densely packed oriented nuclei in the fine-grained layer, defined
as sausages by the Kornfield group.[55]After the first 100 s, the apparent crystallinity undergoes a further
increase, which is bigger for the slower flow rates experiments (for
20 mm/s the increase is of about 30% whereas for 80 mm/s is about
10%), until reaching a final level comprised between 38% and 43%.
This observation is ascribed to the crystallization of isotropic structures
(spherulites) in the middle of the channel.The experiments
performed with the fastest piston speed at different
pressure levels (Figure b) are illustrative of the effect of pressure on the crystallinity
development during and after flow. For all pressures, the crystallinity
first increases sharply, then with a lower slope, and finally a last
increase is observed. This is again related to the development of
the shear layer, fine grain layer, and the isotropic core, respectively,
resulting from the different shear rates experienced by the material
along the slit thickness. As expected, differences are found in the
onset of crystallinity development for the different layers, which
clearly develop faster at higher pressure. As already discussed in sections and 3.3.1, the shear layer is formed sooner at higher
pressure due to the dependence of the relaxation times on pressure.
Moreover, within the shear layer, parents and daughters lamellae nucleating
from shish and kebabs, respectively, grow faster when the pressure
is higher due to the pressure dependency of the growth rates of both
α- and γ-phases.[30] Consequently,
the shear and the fine grained layers can be filled in shorter times,
increasing the pressure. Finally, the different levels of apparent
crystallinity observed for different pressures (higher at higher pressure)
are readily explained by the different thickness of the shear layers
and by an increased nucleation density and crystal growth rate in
the isotropic core. Evaluating the quiescent crystallization kinetics
at 145 °C and at the different pressures employed in this work,
using the crystallization model developed in our group by Van Drongelen
et al.,[30] we find the onset of crystallization
to be at 1200, 476, 326, and 167 s for pressures of 100, 200, 300,
and 400 bar, respectively. The onsets of the last crystallization
process (890, 522, 273, and 220 s, evaluated from the intersections
of the slopes indicated with the dotted lines in Figure b), that we related to the
crystallization of the isotropic layer, are faster than the predicted
ones. This can be easily explained since, as already pointed out before
in this work, the apparent crystallinity represents an average of
the crystal fraction over the entire thickness of the flow cell, which
experiences different shear rates. Therefore, the isotropic layer
itself is composed of regions with a gradient of nucleation densities
(which decrease moving from the fine grained layer to the middle of
the slit), whereas the crystallization model prescribes a fixed nucleation
density for isothermal and isobaric conditions.Figure shows
the time evolution of the fractions of different phases, α (a,
d), β (b, e), and γ (c, f) evaluated according to eq , during the isothermal
crystallization at a pressure of 400 bar after flow with different
piston speeds (a–c) and at different pressure levels after
flow applied using a piston speed of 80 mm/s (d–f).
Figure 12
Time evolutions
of the α- (a, d), β- (b, e), and γ-phase
(c, f) fractions for all flow conditions and a pressure of 400 bar
(a–c) and for different initial pressures and a piston speed
of 80 mm/s (d−f).
Time evolutions
of the α- (a, d), β- (b, e), and γ-phase
(c, f) fractions for all flow conditions and a pressure of 400 bar
(a–c) and for different initial pressures and a piston speed
of 80 mm/s (d−f).For the experiments performed at 400 bar using different
piston
speeds (Figure a–c),
two main observation can be extracted: α- and γ-phases
are the predominant polymorphs, with the α-phase promoted by
faster flow rates, and a small amount of β-phase develops after
flow (about 5%) for all flow conditions independently of piston speed
used.The observed dependence of the amount of γ-phase
from the
flow rates is the result of the complex morphology evolution found
in flow-induced crystallization of iPP at elevated pressures consisting
of α-parents kebabs, growing from the shish lateral surfaces,
from which α- and γ-daughters lamellae can nucleate and
grow (see Figure c).
After shish structures, which consist of α-phase, are formed
during flow, some residual orientation of the polymer chains is still
present close to the shish backbones. This residual orientation is
higher for faster flow rates and promotes the growth of α-parents
lamellae since the chains are oriented in the c-axes
directions of their unit cells (parallel to flow): the result is that
α-phase formation is boosted at higher flow rates due to a faster
growth of the parents lamellae.The rather constant and low
amount of β-phase observed can
be explained in light of a limited region of space where it can be
nucleated and lower crystal growth rate compared to the other two
polymorphs. It is well-known that β-phase can be nucleated either
by specific nucleating agents[56−58] or by shear-induced α-row
nuclei.[12,59] Clearly, in these observations, the presence
of β-crystals is ascribable to the latter case: as reported
by Housmans et al.[6] in injection-molded
iPP and by Ma et al. during experiments performed using the same setup
employed in this work,[10] β-phase
is mostly present in the fine-grained layer. This means that β-crystals
are confined in a very narrow region of channel cross section, contributing
little to the overall crystallinity observed, which is an average
over the entire channel thickness. Moreover, they are growing in competition
with α- and γ-phase crystals, which have a much higher
growth rate for the experimental conditions employed in this work
(145 °C and 400 bar).[30] Therefore,
only a little amount of β-phase can grow in the fine-grained
layer, before the space is filled by the other two polymorphs.Focusing on the effect of pressure (Figure b), it is clear that, as expected, γ-phase
formation is promoted by pressure at the expenses of the α-phase:
increasing the pressure from 100 to 400 bar results in more than doubling
the amount of γ-phase. This is easily explained by the enhancement
of γ-phase growth observed upon pressurization: using experimental
crystallization data on the same iPP grade,[30] it is found that the growth rate of the γ crystals is similar
to the one of α-phase at 145 °C and 400 bar (Gγ/Gα ≃
0.8) and decreases to about Gγ/Gα ≃ 0.5 at 100 bar, in rather good
agreement with the ≃50% and ≃25% of γ-phase found
at 400 and 100 bar, respectively. Finally, similarly to flow, no clear
effect of pressure can be found on the formation of β-phase
crystals.
α-Parents/α-Daughters
Ratio
Kinetics
Further insight into the complex morphological development
of shish-kebabs with α- and γ-phase lamellar branching
can be obtained by the analysis of the ratios of parent and daughter
species. We point out again that these ratios are obtained from the
azimuthal distributions of the (130)α and (117)γ reflections after subtraction of the amorphous scattering
and the contribution to diffraction of isotropic crystals. The ratios
are therefore only indicative of the amounts of α- and γ-phase
lamellae developing in the shear and in the oriented part of the fine-grained
layer, where solely oriented crystals are present.Figure shows the effect
of flow rates (a) and pressure (b) on the time evolution of the ratio
between α-parents and α-daughters lamellae. For all flow
conditions at 400 bar (Figure a), this ratio is initially higher after flow and subsequently
decreases during the first 100 s of isothermal crystallization, reaching
a constant value when the shear layer and fine-grained layers reach
full space filling. The observation is easily explained by the initial
growth of parent lamellae from the shish backbones and from the subsequent
growth of α-daughters nucleating from the parents.
Figure 13
Time evolutions
of the α-parents/daughters ratio for all
flow conditions and a pressure of 400 bar (a) and for different initial
pressures and a piston speed of 80 mm/s (b).
Time evolutions
of the α-parents/daughters ratio for all
flow conditions and a pressure of 400 bar (a) and for different initial
pressures and a piston speed of 80 mm/s (b).The α-parents/α-daughters ratio is higher at
higher
flow rates (piston speeds) because of the already discussed increased
α-parents growth rate after flow: higher residual orientation
close to the nucleating shish lateral surfaces at faster piston speeds
promotes the growth of α-parents since their c-axes are oriented in flow direction, whereas the flow-induced conformation
makes crystallization in the daughter morphology less favorable. If
big part of the space in the shear layer is filled by the parents
during the time immediately after flow, daughters will have less volume
available to grow. An increased amount of α-parents at faster
imposed flow rates was already observed by Kumaraswamy et al.[60] during experiments performed using a slit-flow
shear cell coupled with SAXS/WAXD. Their speculation was that the
experimental observation was related to an enhanced nucleation and
growth of parents lamellae only during flow, since these have their c-axes aligned in the deformation direction. They also stated
that after the cessation of flow, since stresses relax rapidly, the
enhancement of parents lamellae formation would cease and the parents/daughters
ratio would just be dictated by the crystallization temperature. Although
reasonable, their statement was based on experiments with much longer
flow times if compared to ours (up to 12 s), and due to the limitations
of X-ray detectors at that time, the first experimental WAXD pattern
was collected not during but immediately after flow. Since flow lasts
only 0.25 s for our experiments, and no significant parents’
growth is detected, the higher amount of α-parent lamellae can
only be ascribed to an increased growth rate after flow stops.A similar effect is found for level of pressure for flow applied
with a piston speed of 80 mm/s (Figure b): the α-parents/α-daughters
ratio is higher, i.e., more parents are formed, increasing pressure
at which the experiment is performed. The effect of pressure in this
regards is dual: the development of α-parents is boosted by
both the increased the relaxation times (more orientation close to
the shish backbones) and by a higher nucleation density on the shish
backbones since the free energy barrier for nucleation is decreased
by an increased pressure (see Figure b). Moreover, as proposed by Roozemond et al.[28,61] on the basis of experimental observation, the increased growth rate
for the α-parents during and immediately after flow relaxes
back to the quiescent value due to chains relaxing toward their equilibrium
conformation, with a characteristic time scale corresponding to the
average relaxation time. Therefore, not only α-parents can grow
faster because chains are stretched more (flow is more effective)
at higher pressure but also the duration of their increased growth
is longer, since the residual orientation will last longer in time
at higher pressure.
α-Parents/γ-Daughters
Ratio
Kinetics
The trends for the time evolutions of the α-parents/γ-daughters
ratio are presented in Figure . As clear from Figure a, where the experiments at 400 bar with
different piston speeds are shown, faster flow rates promote the formation
of α-parents at the expenses of γ-daughters for the same
reason discussed in the previous paragraph (increased growth rate
of parents for higher molecular orientation). The effect is quite
significant if we consider that the final amount of parents is about
2.5 times higher than the one of γ-daughters when decreasing
the piston speed from 80 to 20 mm/s, similarly to what observed in Figure a for the α-parents/α-daughters
ratio at these two flow conditions (in this case the amount of parents
is higher of a factor 2). This confirms that when the flow rates are
high, the molecular orientation enhanced growth rate of the parents
will causes their overgrowth within the shear layer, reducing the
free volume available for the daughters (in both α- and γ-phase).
Figure 14
Time
evolutions of the α-parents/γ-daughters ratio
for all flow conditions and a pressure of 400 bar (a) and for different
initial pressures and a piston speed of 80 mm/s (b).
Time
evolutions of the α-parents/γ-daughters ratio
for all flow conditions and a pressure of 400 bar (a) and for different
initial pressures and a piston speed of 80 mm/s (b).The time evolution of the α-parents/γ-daughters
ratio
for the experiments performed using a piston speed of 80 mm/s and
different pressures is shown in Figure b. As expected, a clear dependence from
the pressure is found: the α-parents/γ-daughters ratio
decreases, increasing the pressure at which flow is applied.
α-Daughters/γ-Daughters Ratio
Kinetics
Additional information on the multiphase, multimorphological
development in the shear layer can be extracted from the evolutions
of the ratios of α- and γ-daughters, presented in Figure , which grow in
competition from the template of parent lamellae.
Figure 15
Time evolutions of the
α-daughters/γ-daughters ratio
for all flow conditions and a pressure of 400 bar (a) and for different
initial pressures and a piston speed of 80 mm/s (b).
Time evolutions of the
α-daughters/γ-daughters ratio
for all flow conditions and a pressure of 400 bar (a) and for different
initial pressures and a piston speed of 80 mm/s (b).For the experiments performed at 400 bar and different
flow conditions
(Figure ) the ratio
between the two daughters morphologies is constant for the entire
duration of the isothermal experiments and, surprisingly, much lower
than 1 (γ-daughters are more abundant than α-daughter,
although their relative growth rates are similar). This observation
seems to be in line with the previous observation of van Erp et al.,[9] who observed a remarkably high amount of γ-daughters
for sample crystallized at high pressure after shear. Their interpretation,
lately supported by the modeling work of Roozemond,[28] was that γ-phase lamellae can nucleate also from
the shish backbones, leading to higher amount than the one predicted
by the relative growth rates. Moreover, no significant effect of the
flow rate used is observed: clearly, residual orientation after flow
has no influence on the formation/nucleation mechanisms of daughters
developing in the two phases.Finally, the influence of pressure
can be appreciated from the
analysis of Figure b: as expected, γ-daughters morphology is promoted by high
pressure.
Concluding Remarks and Outlook
The results discussed in the previous sections showed that the
complex polymorphism arising from flow induced crystallization of
iPP at elevated pressure can be fully understood and therefore likely
predicted from modeling on the basis of several basic concepts:This
experimental work provides a rather complete and critical
overview on the real-time structural evolution of iPP at elevated
pressure, comprising different crystal structures and morphologies,
which is fundamental for the understanding final properties of products
industrially produced using the injection-molding technique. Promisingly,
all the experimental observation are coherent with our previously
developed crystallization modeling framework, and future work will
focus on implementing it for elevated pressure conditions.Flow influences especially nucleation
density, acting
via molecular stretch. Shish are formed early in time, and the shear
layer in the slit develops faster (and become thicker) when the volumetric
flow rates are higher. Moreover, enhanced point nucleation is observed
in the region of the channel which experiences lower shear rates:
overall crystallization kinetics speed up tremendously.Our observations give support to the concept of a criterion
for shish formation based on the history on the stretch of the high
molecular weight fraction of the material.Flow influences the crystal growth rate of α-parents
lamellae nucleating from the shish backbones, since molecular orientation
is favorable to the formation of crystals with their chain axes parallel
to flow. Consequently, more α-phase is found at higher flow
rates.Pressure has a dual effect on
nucleation: both the amount
of oriented nuclei (shish) and the nucleation sites on them are affected.
The increase of relaxation times (due to increase in pressure) enhances
the effect of flow in creating shish structures: the more shish, therefore
thicker shear layers, are formed at higher pressure. Moreover, the
nucleation sites on shish for parents lamellae are increased by pressure
because of the decrease in nucleation free energy. The isotropic layer
experiences an increased nucleation density for the well-known increase
in undercooling due to pressure.Quiescent
growth rates of both α- and γ-phases
are increased by pressure, with γ-phase being promoted by higher
pressures. Growth rate of α-parents is also increased by pressure,
since the relaxation times are increased and stronger molecular orientation
is found close to the shish.A remarkably
high amount of γ-daughters form at
the expenses of the α-daughters for relatively high pressure,
which cannot be explained only by the different growth rates of the
two phases. The idea of γ-lamellae nucleating from the shish
backbone could explain this observation.
Authors: Luigi Balzano; Nileshkumar Kukalyekar; Sanjay Rastogi; Gerrit W M Peters; John C Chadwick Journal: Phys Rev Lett Date: 2008-02-01 Impact factor: 9.161
Authors: Peter C Roozemond; Martin van Drongelen; Zhe Ma; Anne B Spoelstra; Daniel Hermida-Merino; Gerrit W M Peters Journal: Macromol Rapid Commun Date: 2014-12-17 Impact factor: 5.734