Open Access Article
Hanieh
Bazyar
ab,
Pengyu
Lv
c,
Jeffery A.
Wood
a,
Slawomir
Porada
ab,
Detlef
Lohse
c and
Rob G. H.
Lammertink
*a
aDepartment of Science and Technology, Soft Matter, Fluidics and Interfaces (SFI), University of Twente, Enschede, The Netherlands. E-mail: r.g.h.lammertink@utwente.nl
bWetsus, European Centre of Excellence for Sustainable Water Technology, Leeuwarden, The Netherlands
cDepartment of Science and Technology, Physics of Fluids (POF), Max Planck – University of Twente Center for Complex Fluid Dynamics, University of Twente, Enschede, The Netherlands
First published on 9th February 2018
Liquid-infused membranes inspired by slippery liquid-infused porous surfaces (SLIPS) have been recently introduced to membrane technology. The gating mechanism of these membranes is expected to give rise to anti-fouling properties and multi-phase transport capabilities. However, the long-term retention of the infusion liquid has not yet been explored. To address this issue, we investigate the retention of the infusion liquid in slippery liquid-infused membranes (SLIMs) via liquid–liquid displacement porometry (LLDP) experiments combined with microscopic observations of the displacement mechanism. Our results reveal that pores will be opened corresponding to the capillary pressure, leading to preferential flow pathways for water transport. The LLDP results further suggest the presence of liquid-lined pores in SLIM. This hypothesis is analyzed theoretically using an interfacial pore flow model. We find that the displacement patterns correspond to capillary fingering in immiscible displacement in porous media. The related physics regarding two-phase flow in porous media is used to confirm the permeation mechanism appearing in SLIMs. In order to experimentally observe liquid–liquid displacement, a microfluidic chip mimicking a porous medium is designed and a highly ramified structure with trapped infusion liquid is observed. The remaining infusion liquid is retained as pools, bridges and thin films around pillar structures in the chip, which further confirms liquid-lining. Fractal dimension analysis, along with evaluation of the fluid (non-wetting phase) saturation, further confirms that the fractal patterns correspond to capillary fingering, which is consistent with an invasion percolation with trapping (IPT) model.
In previous studies, the fabrication methods of liquid infused surfaces were complex, time-consuming and the substrate selectivity to match solid and liquid chemistry was limited. Some methods required multi-step processing, high temperatures and drying.16,19 Using well-matched membrane-liquid combinations with low surface energies for water, e.g. membranes prepared from fluorinated polymers, avoids the extra step of solid surface energy reduction. Examples of these membranes are polyvinylidene fluoride (PVDF) and polytetrafluoroethylene (PTFE).9,14,18
Introduction of SLIPS to membranes provides potentially anti-fouling properties, as well as pressure responsive pores for selective fluid transport.14,20 These properties are attractive for separation applications. The capability of these membranes in efficient gas–liquid sorting for three phase air–water–oil mixtures,14 for example, is relevant for oily waste water treatment. Before the potential of slippery liquid infused membranes (SLIM) can be realized, a thorough understanding of the retention of the infusion liquid under dynamic conditions of transport of the immiscible fluid is required.
Two-phase flow or immiscible displacement in any porous media, such as porous membranes, is typically governed by viscous and capillary forces, characterized by two dimensionless numbers, the viscosity ratio
![]() | (1) |
![]() | (2) |
Liquid-gated membranes are expected to possess anti-fouling characteristics and multi-phase transport capabilities.14 However, knowledge regarding the retention of the infusion liquid within these membranes is still limited. To address this issue, we report on retention of the infusion liquid in SLIM and microscopic observation of the displacement mechanism. Liquid–liquid displacement porometry (LLDP) is done in a flux-controlled mode by pushing pure water through PVDF membranes infused with perfluoropolyether oil (Krytox 101). The results are further analyzed theoretically using an interfacial pore flow model. Finally, a microfluidic chip resembling the porous medium has been used to microscopically investigate the displacement mechanism under identical capillary number and viscosity ratio. The observed flow pattern is characterized using fractal dimension analysis and fluid (non-wetting phase) saturation, methods known from porous media analysis. Here, the permeation through SLIMs is related to two-phase flow in porous media to confirm the observed displacement mechanisms that are crucial for their promising membrane applications.
| Infusion liquids | Chemical structure | Surface tension [mN m−1] | Absolute viscosity at 20 °C [mPa s] | Kinematic viscosity at 20 °C [mm2 s−1] | Density at 24 °C [g cm−3] |
|---|---|---|---|---|---|
| Fluorinert FC-43 | Perfluorocarbon (PFC) | 16.3 ± 0.05 | 5.6 ± 0.08 | 3.0 | 1.88 ± 0.01 |
| Galpore | Perfluoropolyether (PFPE) | 15.5 ± 0.05 | 8.6 ± 0.08 | 4.8 | 1.83 ± 0.01 |
| Krytox GPL oil 101 | Perfluoropolyether (PFPE) | 16.3 ± 0.13 | 25 ± 0.1 | 13.5 | 1.85 ± 0.01 |
| Silicone oil AR20 | Polyphenylmethylsiloxane | 21.8 ± 0.03 | 19.6 ± 0.1 | 19.4 | 1.00 ± 0.002 |
All liquid-infused membranes display hydrophobic behavior with a static contact angle of about 120° and contact angle hysteresis <5° using standard contact angle Goniometer (the water contact angle values on liquid infused PVDF membranes are shown in Table S1, ESI†). These are the key design parameters, since a high contact angle and a low contact angle hysteresis are desirable for high droplet mobility.32 Liquid–liquid displacement experiments are done successively in a flux controlled mode by pushing pure water (displacing fluid) through the liquid infused membrane. The schematic illustration of the set-up is shown in Fig. 1.
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| Fig. 1 Schematic illustration of the membrane experiment and SEM image of the PVDF membrane (scale bar is 10 μm). | ||
The result of LLDP on infused PVDF membrane with perfluoropolyether oil (Krytox 101) is shown in Fig. 2. The results of other liquid infused membranes are shown in Fig. S4 (ESI†). The LLDP experiment is performed in five different cycles. Each cycle is carried out in a flux-increasing mode, which is done twice starting from zero up to a certain flux value, i.e. the cycle consists of two runs (1st run and 2nd run). In each run, the flux is increased step-wise and pressure is measured simultaneously. At each step, flux is kept constant for 100 s and the pressure is reported for the last 40 s of each step.
In each cycle, a certain number of pores have been opened in the 1st run corresponding to the Laplace pressure
![]() | (3) |
Here ΔP is the transmembrane pressure, r is the pore radius, γ is the interfacial tension between displacing and displaced fluid, and θE is the advancing contact angle of the displacing fluid on a surface of smooth and dense PVDF (total non-wetting (θE = 180°) with displacing fluid is considered for liquid-infused membranes).
The opened pores remain open during the 2nd run, confirmed by the linear relation between flux and pressure.33 An initial critical pressure of approximately 0.57 × 105 Pa is required to open the biggest pore sizes. Based on the pore size distribution of the membrane obtained from capillary flow porometer (see Fig. S2, ESI†), the largest pore radius is 1.77 ± 0.11 μm. According to Young–Laplace equation (eqn (3)) and by considering total non-wetting, the corresponding pressure to open the largest pores is 0.61 × 105 Pa (see Table S3 (ESI†) for surface and interfacial tension values), which is in good agreement with the LLDP experiments.
In order to check for the presence of the infusion liquid in the membrane after the experiment, the obtained results are compared with the results of the pre-wetted membrane (see Fig. 2). The permeability of pre-wetted as well as liquid-infused membranes is calculated using Darcy's law34
![]() | (4) |
is the pressure gradient across the membrane thickness, r is the mean pore radius, and ϕ is porosity.
A simple model is then used to relate permeability to porosity ϕ (see ESI† for derivation), namely
![]() | (5) |
This fraction is the ratio between the calculated porosity for the liquid infused membrane in each cycle and that of the pre-wetted membrane. The permeability of the liquid-infused membrane increases in each cycle, revealing that new pores are opened for water transport. The lower permeability values of SLIM in comparison with pre-wetted membranes suggests incomplete removal of the infusion liquid with around 43% of retained infusion liquid in the membrane. Direct observations using the microfluidic chip shows that 27% of the infused liquid remained in the chip at the corresponding flux value (1.8 × 10−2 m3 m−2 s−1) (see Table 3).
| Microfluidic Q (μl s−1) | Membrane flux (m3 m−2 s−1) | Ca | S nwr |
|---|---|---|---|
| 0.2 | 0.0013 | 1.23 × 10−4 | 0.56 |
| 0.4 | 0.0026 | 2.46 × 10−4 | 0.62 |
| 0.8 | 0.0053 | 4.91 × 10−4 | 0.63 |
| 1.6 | 0.011 | 9.28 × 10−4 | 0.69 |
| 2.9 | 0.018 | 1.72 × 10−3 | 0.73 |
The average pore radius of the membrane based on its pore size distribution is 1.65 ± 0.11 μm (Fig. S3, ESI†). Based on the Young–Laplace equation (eqn (3)) and by assuming total non-wetting, all the pores should be opened at pressures beyond 0.61 × 105 Pa. As the used membranes are tortuous porous media with interconnected pores and areas, infused liquid can be trapped. The trapped liquid will not be removed by further flux or pressure increase and thus leads to a lower permeability compared to the pre-wet one. In order to observe the re-infusion of the opened pores, long-term experiments are performed. In these experiments the pause time between each cycle was set to 12 h. However, re-infusion is not observed at the high flux values in which the experiments have been already conducted. This is evident from the linear flux-pressure relation, that would be different when re-infused.
The experimental results are analyzed theoretically using an interfacial pore flow model to relate the flux (J) to pressure (ΔP), namely35
![]() | (6) |
Fig. 3 shows good agreement between experimental values and fitted curves using the interfacial pore flow model (eqn (6)). It accurately describes the flux behavior in both liquid-infused and dry membranes. The result for a silicone oil (SO AR20)-infused membrane is also shown. The difference in pressure at a given flux arises purely from different Laplace pressures due to the corresponding interfacial tension values (Table S2, ESI†). Since the liquid-infused membrane is preferentially wetted by the infusion liquid (this is one of the criteria for fabrication of SLIM11), total non-wetting can be assumed for the invading liquid (θE = 180°) (see Fig. 4). For validation, the advancing contact angle of water on a dense membrane which was immersed in the oil was measured. θAdv = 175° and θAdv = 160° were obtained respectively for K101 and SO AR20 (Table S1, ESI†). In a dry membrane due to the absence of the wetting layer and hydrophobic character of the pore wall, partial wetting occurs. In this case, the advancing contact angle of water on smooth and dense membrane should be considered (θAdv = 122°) (Table S1, ESI†). Thus, the numerator of eqn (3) for a dry pore (γ|cos
θE| = 38 mN m−1) is between that of K101 and that of SO AR20 infused pores (γK101–water = 54 mN m−1 and γSO–water= 18 mN m−1
37). As it is schematically shown in Fig. 4(b), this further suggests the presence of remaining liquid film on the pore wall (liquid-lined pores) in SLIM.
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| Fig. 3 Fitting of experimental results of LLDP to the interfacial pore flow model (eqn (6) of ref. 35). Symbols and lines show the experimental and fitting results respectively. Fitting parameter are N = 107 pore per m2 (total number of pores per unit area), R = 1.65 μm (geometric mean radius) and S = 1.2 (geometric standard deviation). | ||
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| Fig. 4 Schematic illustration of water pushing through (a) dry membrane pore and (b) liquid-infused pore. | ||
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| Fig. 5 Scanning electron microscopy (SEM) images of (a) the inlet of the microfluidic chip, (b) pillars. | ||
To mimic the experimental conditions of the membrane experiments, the chip is further hydrophobized with perfluorinated silane and filled with SO AR20 labeled with 8.7 mM fluorescent dye (perylene). Water (labeled with 17.7 μM fluorescent dye (Rhodamine 6G)) is pushed through the chip from the right side using a syringe pump (Harvard apparatus PHD 2000 infuse/withdraw). The addition of the aforementioned dyes neither changed the surface tension of water nor SO AR20 considerably (see Table S3, ESI†). Laser scanning confocal microscope (LSCM) is used for observation of liquid–liquid displacement. The schematic of the experimental set-up is shown in Fig. 6.
The viscosity ratio (eqn (1)) is kept the same as in membrane experiments by using similar fluid pairs. The experiment is done at different flow rates, corresponding to the same capillary number (eqn (2)) as the membrane experiments (Table 3).
A typical result of the microfluidic displacement is shown in Fig. 7. Fig. 7(a) displays the last time frame of the corresponding movie (see ESI† for the movie). In this figure, yellow and blue colors correspond to the infused liquid (SO AR20) and water, respectively. A highly ramified pattern with trapped infusion liquid is observed (Fig. 7(b)). Based on the used capillary number (Ca ≃ 10−4 see Table 3) and viscosity ratio (M = 0.05), the displacement pattern corresponds to the capillary fingering invasion regime in drainage. Fingers in capillary fingering show spreading across considerable part of the chip and growth is seen in all directions. When capillary fingering occurs some wetting fluid becomes entrapped due to the complex displacement pattern.24 The residual wetting fluid can be observed as pools, bridges and thin films around the pillars (Fig. 7(b)). Observation of thin films around pillars (insert of Fig. 7(b)) further confirms liquid-lining after displacing with water (Fig. 4(b) and Fig. S6, ESI†). The presence of this liquid layer is crucial for any potential anti-fouling properties of liquid-infused surfaces due to minimum contact of foulants with solid material of the surface.14
For quantitative description of the observed patterns and better understanding of the displacement mechanism, the patterns are analyzed in terms of total saturation Snw of the non-wetting phase (water in this case), the local saturation (and their evolution over time) and the fractal dimension D. The total saturation Snw is the ratio of the total area of the non-wetting phase to the total available area of the chip.24,26 For measuring the local saturation, each image is divided vertically into 33 slices and Snw is calculated for each slice. The MATLAB bio-format toolbox is used for image processing.38
The fractal dimension D is given by
![]() | (7) |
Fig. 8 shows the total saturation Snw and the fractal dimension D as a function of time. There are four distinct phases in the total saturation plot. In phase I, a sharp increase is observed corresponding to the formation of the fingers. Phase II corresponds to the evolution of the formed fingers before the breakthrough point. During phase III the breakthrough point has been reached. At this point a decrease in specific interfacial length for the boundary between two phases is observed corresponds to the removal of the larger mobile oil blobs (Fig. S5(b), ESI†). In phase IV, Snw reaches a constant water saturation value of 0.6 after the breakthrough point where the oil blobs are completely immobile. The corresponding saturation value for the displacing liquid is the saturation at which the displaced liquid goes from being mobile to being immobile, i.e. irreducible saturation (Snwr).
The irreducible saturation values (Snwr) of other experiments done at higher flow rates are shown in Table 3. The results show that at the highest flow rate which corresponds to the highest flux value of the membrane experiment (1.8 × 10−2 m3 m−2 s−1), 27% of the infused liquid will remain in the chip. This is lower than the amount of remaining infused liquid in the membrane experiments (Table 2). The reason can be attributed to the presence of interconnected pores and irregular shaped pores in the membrane where more infused liquid can be trapped.
The fractal dimension D reaches its steady state value (Ds) of 1.8 at the breakthrough point. This confirms that the displacement mechanism falls within the flow regime of invasion percolation with trapping (IPT), a statistical model which is used to describe capillary fingering. It is established that IPT patterns can be identified with fractal dimension between 1.8 and 1.83.21,40
In order to better quantify the formation of the fingers in phase I, local saturation of the non-wetting phase is plotted as a function of time and location (see Fig. S8, ESI†). Local saturation provides a detailed description of the dynamics of liquid–liquid displacement during the invasion. The initial formation of the fingers corresponds to the movement of a shock front toward the outlet (Fig. 9). In order to model the displacement behaviour and movement of the shock front, the Buckley–Leverett model is used,41
![]() | (8) |
The modelling result is shown in Fig. 9. The model can predict the experimental results for the movement of the shock front. The differences may originate from the simplifications in the model as well as experimental accuracy. The displacement observations using LSCM is done at 4× magnification and each time frame of the corresponding movie is divided to 33 slices to obtain the local saturation plot. This is the smallest achievable slice size in order to avoid noticeable experimental noise.
:
70 vol%) as the coagulation bath for 60 min. To remove the remaining NMP from the membranes, they were kept in ethanol subsequently for another 60 min. The films were then taped to a piece of paper to prevent curling and left to dry in fume hood (60 min) before placing them in a 30 °C vacuum oven overnight.
The pre-wet membrane was prepared using the same procedure by adding ethanol to the membrane. To replace ethanol with water in membrane pores, the sample was placed in a beaker of water (200 ml) and left overnight.
:
H2O2 (3
:
1) vol) and rinsed with pure water. Since the chip should be completely dry before hydrophobization, water was replaced with 2-propanol and then n-hexane. The chip was dried in oven overnight (at 100 °C) while having a flow of nitrogen gas through the channels.
Footnote |
| † Electronic supplementary information (ESI) available: SLIM fabrication and characterization, contact angle and interfacial tension measurements, fabrication of the microfluidic chip, video of liquid–liquid displacement, three-dimensional image of the chip, and more details on relation between permeability and porosity, fitting results, box counting algorithm, and Buckley–Leverett analysis. See DOI: 10.1039/c7sm02337e |
| This journal is © The Royal Society of Chemistry 2018 |