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Centrifugal spinning of viscoelastic nanofibres

Published online by Cambridge University Press:  11 January 2022

S. Noroozi
Affiliation:
Department of Chemical Engineering, Université Laval, Québec, QC G1V 0A6, Canada
W. Arne
Affiliation:
Fraunhofer ITWM, Fraunhofer Platz 1, D-67663 Kaiserslautern, Germany
R.G. Larson
Affiliation:
Department of Chemical Engineering, University of Michigan, MI 48109, USA
S.M. Taghavi*
Affiliation:
Department of Chemical Engineering, Université Laval, Québec, QC G1V 0A6, Canada
*
Email address for correspondence: seyed-mohammad.taghavi@gch.ulaval.ca

Abstract

The centrifugal spinning method is a recently invented technique to extrude polymer melts/solutions into ultra-fine nanofibres. Here, we present a superior integrated string-based mathematical model, to quantify the nanofibre fabrication performance in the centrifugal spinning process. Our model enables us to analyse the critical flow parameters covering an extensive range, by incorporating the angular momentum equations, the Giesekus viscoelastic constitutive model, the air-to-fibre drag effects and the energy equation into the string model equations. Using the model, we can analyse the dynamic behaviour of polymer melt/solution jets through the dimensionless flow parameters, namely, the Rossby ($Rb$), Reynolds ($Re$), Weissenberg ($Wi$), Weber ($We$), Froude ($Fr$), air Péclet ($Pe^*$) and air Reynolds ($Re^*$) numbers as well as the viscosity ratio ($\delta _s$), corresponding to rotational, inertial, viscous, viscoelastic, surface tension, gravitational, air thermal diffusivity, aerodynamic and viscosity ratio effects. We find that the nonlinear rheology remarkably affects the fibre trajectory, radius and normal stresses. Increasing $Wi$ leads to a thicker fibre, whereas increasing $\delta _s$ shows an opposite trend. In addition, by increasing $Wi$, the fibre curvature is enhanced, causing the fibre to spiral closer to the rotation centre.

Information

Type
JFM Papers
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2022. Published by Cambridge University Press
Figure 0

Figure 1. Left image: a schematic view of a typical laboratory scale CS process. The nozzle inner diameter is marked by $a$, the spinneret radius by $s_0$ and the fibre angles by $\alpha$ and $\beta$. Right image: a segment of the jet with the reference frames. In the left and right images, we show several parameters related to the model explained in the model section; $\omega _{N_1}, \omega _{N_2}, \omega _{T}$ are the components of the jet cross-section angular velocity vector.

Figure 1

Figure 2. Experimental observation of a growing fibre over time in a typical CS experiment, using a poly(ethylene oxide) (PEO) solution. The field of view in all images is $140\,{\rm mm}\times 250\,{\rm mm}$. The solution is $7\,\%$wt PEO (with the molecular weight of $M_{v}=9 \times 10^{5}$ (g mol$^{-1}$)), and the experimental parameters are $\varOmega =370$ (rad s$^{-1}$), $s_0=8$ (cm) and $a=1$ (mm). The times with respect to the beginning of the experiment are given in seconds in the corner of each image.

Figure 2

Table 1. Definitions of the dimensionless groups along with their typical ranges in a typical CS process. The subscript ‘$noz$’ marks the polymer solution/melt jet parameters at the nozzle exit and the dimensional and dimensionless parameters describing properties in the air are marked with an asterisk ($*$). We also use the subscript ‘$p$’ to mark the polymer properties and ‘$s$’ to mark the solvent properties. Here, $\rho$ stands for the density, $U$ the velocity, $\bar {\sigma }$ the surface tension, $\mu =\mu _{s}+\mu _{p}$ the zero-shear viscosity (with $\mu _s$ and $\mu _p$ being the solvent and polymer contributions to the zero-shear viscosity, respectively), $\lambda$ the relaxation time, $\theta$ the temperature, ${c_{p}}$ the specific heat capacity, $k$ the conductivity and $\mathrm {g}$ the gravitational acceleration. In addition to the parameters presented, our steady state and transient models will respectively use $\ell =L/s_0$ and $\tau _{end}$ (the end time, made dimensionless using the characteristic time $s_0/U_{noz}$), as additional input parameters.

Figure 3

Table 2. Main model output parameters. These parameters are at the leading order and they are functions of the arc length $s$ and time $t$.

Figure 4

Figure 3. (a) Trajectory and (b) radius variations of a growing fibre over time, initiated at position $(Y=1, Z=0)$, with $Re=0.1$, $Rb=0.1$, $Wi=1$, $\delta _s=0.5$ and $We=100$; $\Delta \tau =\Delta \sigma =2 \times 10^{-4}$ and the time varies between $\tau =0$ and $\tau =\tau _{end}=1.3$ (marked by the bold line here and everywhere else in § 3.1).

Figure 5

Figure 4. Viscoelastic jet evolution at four different times, i.e. (a) $\tau _{end}=0.35$; (b) $\tau _{end}=0.5$, (c) $\tau _{end}=0.55$; (d) $\tau _{end}=0.6$. The flow parameters are $Re=0.1$, $Rb=0.05$, $Wi=1$, $\delta _s=0.5$, $We=100$. Also, $\Delta \tau =\Delta \sigma =1 \times 10^{-4}$. The thickness of the trajectory lines represent the diameter of the jet at each point.

Figure 6

Figure 5. A growing fibre (a) trajectory, (b) radius and (c) normal stress difference over time with $Re=0.1$, $Rb=0.1$, $\delta _s=0.1$ and $We=100$; $\Delta \tau =\Delta \sigma =5 \times 10^{-4}$ and $\tau _{end}=1.25$. The rows, from top to bottom, correspond to $Wi=0.01, 0.1$ and $1$, respectively.

Figure 7

Figure 6. A growing fibre (a) trajectory, (b) radius and (c) centreline curvature over time with $Re=0.1$, $Wi=1$, $\delta _s=0.5$, $We=100$ and $\tau _{end}=0.6$. The first row is for $Rb=0.05$ for which $\Delta \tau =\Delta \sigma =1 \times 10^{-4}$, and the second row is for $Rb=0.1$ for which $\Delta \tau =\Delta \sigma =2 \times 10^{-4}$.

Figure 8

Figure 7. Fibre steady trajectory results from our model (solid line, blue) and experiments (dots). (a) Comparison against our experimental results, for $Re=6$, $Rb=0.055$, $We=16$, $\delta _s=0.01$, $Re^*=33$ and $Wi=0.016$. The solution is $2.5\,\%$ (wt) PEO (with the molecular weight of $M_{v}=4 \times 10^{5}$ (g mol$^{-1}$)) dissolved in deionized water. The experiments are at $U_{noz}=1$ (m s$^{-1}$) and $\varOmega =300$ (rad s$^{-1}$). (b) Comparison against the experimental results extracted from Divvela et al. (2017), for $Re=23$, $Rb=0.1$, $We=23$, $\delta _s=0.01$, ${Re^*}=41$ and $Wi=0.13$. The polymer solution is $8$ (ppm) Polyisobutylene (with the molecular weight of $M_{v}=1 \times 10^{6}$ (g mol$^{-1}$)) dissolved in Trichloroethylene, as the solvent. The experiments are at $U_{noz}=0.621$ (m s$^{-1}$) and $\varOmega =217$ (rad s$^{-1}$).

Figure 9

Figure 8. Variation of fibre (a) trajectory and (b) radius vs $\delta _s$ in first row and vs $Wi$ in the second row. In the first row, $Re=0.1$, $Rb=0.05$, $We=100$, $Wi=0.5$, $Re^*=1$, $\ell =15$ and $\delta _s$ is changing from 0.01 (solid bold line in ($b_1$)) to 1 (dash-dotted line, red in ($b_1$)). In the second row, $Re=0.1$, $Rb=0.05$, $We=100$, $\delta _s=0.5$, $Re^*=1$, $\ell =15$ and $Wi$ is changing from 0.01 (solid bold line in ($b_2$)) to 1 (dash-dotted line, red in ($b_2$)). The flow is isothermal.

Figure 10

Figure 9. Variation of fibre (a) trajectory, (b) radius, (c) centreline curvature and (d) normal stress difference vs $Wi$ with $Re=0.1$, $Rb=0.05$, $We=100$, $\zeta =0.01$, $Re^*=1$ and $\ell =15$. Here, $Wi$ is changing from 0.01 (solid bold line in (b,c,d)) to 1 (dash-dotted line, red in (b,c,d)). The inset in (c) is a close-up, showing that $\kappa \to 0$ as $s\to 0$. The flow is isothermal.

Figure 11

Figure 10. Effect of $Rb$ on fibre (a) trajectory, (b) radius and (c) temperature, vs the arc length, with $Re=0.1$, $We=100$, $Wi=1$, $Re^*=1$, $Pe^*=2.7$, $\theta _{\infty }=0.7$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =15$ for $Rb=0.001$ (dash-dotted line, green), $Rb=0.03$ (dashed line), $Rb=0.05$ (dotted line, red) and $Rb=0.1$ (solid line, blue).

Figure 12

Figure 11. Effect of $Wi$ on fibre (a) trajectory, (b) radius and (c) temperature, vs the arc length, with $Re=0.1$, $We=100$, $Rb=0.05$, $Re^*=1$, $Pe^*=2.7$, $\theta _{\infty }=0.7$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =40$ for $Wi=1$ (solid line),$Wi=0.1$ (dotted line, red), $Wi=0.01$ (dashed line, blue).

Figure 13

Figure 12. Effect of $Pe^*$ on fibre (a) trajectory, (b) radius and (c) temperature vs the arc length, with $Re=0.1$, $Rb=0.05$, $We=100$, $Wi=0.1$, $Re^*=1$, $\theta _{\infty }=0.5$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =25$ for $Pe^*=0.3$ (solid line), $Pe^*=0.5$ (dashed line, green), $Pe^*=1$ (dotted line, red) and $Pe^*=10$ (dash-dotted line, blue).

Figure 14

Figure 13. Effect of $Re^*$ on fibre (a) trajectory, (b) radius and (c) temperature vs the arc length, with $Re=0.1$, $Rb=0.05$, $Wi=0.1$, $We=100$, $Pe^*=2.7$, $\theta _{\infty }=0.7$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =40$ for $Re^*=30$, (solid line), $Re^*=10$ (dotted line, red) and $Re^*=1$ (dashed line, blue). The first row is for the simulations with stagnant air assumption and the second row is for the cases including the free vortex flow into the computations.

Figure 15

Figure 14. Effect of $We$ on fibre (a) trajectory, (b) radius and (c) temperature vs the arc length, with $Re=0.1$, $Rb=0.05$, $Wi=0.1$, $Re^*=1$, $Pe^*=2.7$, $\theta _{\infty }=0.7$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =40$ for $We=0.008$ (solid line), $We=0.01$ (dotted line, red) and $We=1$ (dashed line, blue).

Figure 16

Figure 15. Effect of $\chi$ on fibre (a) trajectory, (b) radius and (c) relative viscosity vs the arc length, with $Re=0.1$, $Rb=0.1$, $Wi=1$, $We=100$, $Re^*=1$, $Pe^*=2.7$, $\theta _{\infty }=0.7$, $\tilde {c}_p=0.236$, $\tilde {\rho }=0.001275$, $Pr^*=0.69$, $\delta _s=0$ and $\ell =40$ for $\chi =0$ (solid line), $\chi =0.15$ (dashed line, green), $\chi =0.5$ (dotted line, red) and $\chi =1$ (dash-dotted line, blue).