Filters were loaded with soluble and insoluble particles and exposed to water mist to show and analyze the penetration of the initially separated material. The investigations include differential pressure recordings during the experiments, the gravimetrical analysis of the liquid drainage leaving the filter, fractional separation efficiencies, SEM, EDX, and µ-CT analysis. In this section, representative results of single experiments are presented.
3.1. Penetration of Soluble Filter Cake Material
The characteristic differential pressure and RH evolution during each step of the experiment are shown in
Figure 6 on the example of a salt-laden filter.
During the filter loading with solids, the differential pressure increases as particles are separated. As shown in
Figure 6, the linear increase towards the end of particle loading indicates operation within the regime of surface filtration. Exposure to water mist leads to a prompt decrease in the differential pressure followed by a slow increase up to approximately 5 mbar. A steep increase follows. At approximately 22 mbar, the differential pressure reaches a local maximum marking the start of drainage. Following the onset of drainage, the differential pressure levels out with a slightly increasing trend. Upon drying, the differential pressure decreases to a value close to the initial Δp
0. Exposure to water mist is the central step in the experiments. The initial decrease in differential pressure is caused by the restructuring of the (particle) material and the breaking up of the filter cake. This process has been previously described in detail for short-term exposures to water mist by the authors [
11,
14].
Figure 7 shows three photos: an unloaded filter medium, a salt-laden filter medium before and after water exposure, and subsequent drying. The photos correspond to three points in the experiment, indicated on the differential pressure plot in
Figure 7.
Figure 7 reveals that the unloaded and salt-laden medium before water exposure look uniform, while the filter medium after exposure to water mist shows brighter and darker areas. SEM images allow correlating the appearance uniformity to the material distribution on the filters.
Figure 8 shows the differential pressure diagram of the salt-laden filter with three marked positions: before particle loading (1), after particle loading (2), and after water exposure and drying (3). SEM images in two scales and full-sample EDX scans are presented of the upstream side of samples from filters at the relevant positions.
The EDX scan of the unloaded filter medium (
Figure 8(1c)) reveals a high carbon content, as expected. After particle loading, the filter is covered with a filter cake (
Figure 8(2.1a,2.2a)). The larger scale reveals that the filter cakes are formed of near-spherical particles forming dendrites (
Figure 8(2.1b,2.2b)). Both samples (
Figure 8(2.1,2.2)) show individual fibers reaching out of the filter cake, which are on both samples partly covered with dendrite structures. According EDX scans support the impression of an evenly formed filter cake on the medium surface (
Figure 8(2.1c,2.2c)). After exposure to water mist, the filter cake does not stay intact, which causes a prompt decrease in the differential pressure. The salt is spread unevenly on the filter medium (comp.
Figure 8(3.1–3.2)). The darker and brighter area spotted on a photo of the filter (
Figure 7) correspond to areas with significant remaining salt (
Figure 8(3.1)) and no visible remaining salt (
Figure 8(3.2)), respectively. The salt remaining on the surface of the filter crystallized around fiber bundles during the final drying step (
Figure 8(3.1b)). This crystallization behavior is known for salt on hydrophilic fibers [
20]. The EDX scan shows high peaks for sulfur and potassium, an indicator of high K
2SO
4 content. The brighter area has no visible salt and EDX scans confirm that the bright areas of the filter resemble an unloaded filter (comp.
Figure 8(1c–3.2c)). Following exposure to water mist and dying, the cross-section of the salt-laden filter was analyzed further using SEM and µ-CT (
Figure 9).
No salt was detected in the cross-section or on the clean gas side of the salt-laden filter using SEM (
Figure 9b,c). The segmented µ-CT scan of the full depth of the filter,
Figure 9d shows salt on the raw gas side of the filter, only. Remaining artefacts on the edges of the scan have been individually analyzed and identified to be not salt (see
Section 2.4.4). A scan of the center of the sample with a minimum resolution of approximately 6.7 µm shows no salt (
Figure 9e). Additionally, the volume fraction of fibers and salt over the depth of the filter (
Figure 9f), calculated from the number of pixels for the whole image stack of the full depth scan (
Figure 9d), shows that the salt remaining in the filter after exposure to water mist and drying remains on the surface of the filter medium, more specifically within a surface layer with a thickness of 100 µm. With a minimum resolution of approximately 6.7 µm in the µ-CT analysis and a maximum sample size of up to 1 cm
2 in the SEM, both methods, SEM and µ-CT analysis, are limited in the resolution of fine salt crusts and sample size. Therefore, the findings presented in
Figure 9 do not allow the full exclusion of salt crusts on fibers within the filter medium. However, it is a strong indicator that the majority of salt remaining in the filter after the experiment is on the raw gas side of the filter.
Following the sudden decrease in the differential pressure caused by breaking of the filter cake, the differential pressure evolution closely resembles observations from the related research field of oil droplet separation. Although the material system in this research area is very different from the one investigated, there are strong parallels, namely the separation of liquid droplets from gas streams. In
Figure 10, the schematic differential pressure of an oleophilic filter during exposure to oil mist according to the jump-and-channel model (a) is compared to the differential pressure of the salt-laden hydrophilic filter during exposure to water mist (b).
The jump-and-channel model [
21,
22], developed for oil mist filters, states that liquid droplets are collected mainly on the upfront fibers of oleophilic filters and coalesce into larger chunks of liquid, which then make their way into the filter. The differential pressure increases as the liquid forms channels through the medium. As it reaches the clean gas side it forms a liquid film at the interface, which leads to a steep increase in the differential pressure, a “jump”. This increase corresponds to the capillary exit pressure of the oil mist filter. Following film formation, the liquid drains, and the differential pressure reaches a close-to-steady-state (still subject to research [
23]). A comparison to the differential pressure of a hydrophilic surface filter during exposure to water mist indicates that, similarly, a liquid film forms downstream of the filter before the process reaches a close-to-steady-state. As the jump-and-channel model suggests, drainage is observed following the film formation. The gravimetrical analysis of the drainage (a) and the filter (b) is related to the differential pressure of the salt-laden filter in
Figure 11.
After film formation and onset of drainage, as the exposure to water droplets continues, the cumulative amount of salt leaving the filter in the drainage increases. In total, 20 mg of salt was recovered from the drainage. Overall, the weight of the loaded filter was reduced by 30 mg, due to penetrated salt. It was considered that the filter itself could lose weight during exposure to water mist, e.g., due to loose fibers. However, unloaded filters undergoing the same procedure did not lose weight throughout the experiment. It is possible that the discrepancy between the amount of salt, which left the filter, and the amount of salt, which was recovered from the drainage, is a result of dead zones between the downstream side of the filter and the drainage outlet and re-entrainment.
This section showed and discussed the fourth predicted penetration scenario (see
Section 1): the penetration of the soluble material with the liquid through the full depth of the filter medium, leading to drainage on the downstream side of the filter. The liquid in the wall film trap (located on the raw gas side immediately in front of the filter medium) was analyzed according to the procedure developed for drainage samples. It revealed that the second scenario, i.e., draining of soluble and insoluble material with liquid on the raw gas side of the filter, did not occur during the experiments with the material system at hand.
3.2. Penetration of Soluble Material through the Filter Depending on the Amount of Insoluble Material in the Filter Cake
Filters with different loading rations in soluble and insoluble particles were exposed to water mist. To allow an estimation of the data presented for individual filters, the differential pressure of the salt-laden filter discussed in
Section 3.1 is plotted in
Figure 12 with standard deviation (filled in area).
The sharp increase in differential pressure occurs almost simultaneously for all tested filters. The height of the jump, however, shows deviations of up to more than 3 mbar with an increasing tendency after the start of the drainage. This difference in drainage and the subsequent instability is known from oil mist filtration and remains part of current research [
23]. Due to the excellent repeatability shown in
Figure 12, individual tests will continue to be presented in the following for the sake of clarity. The differential pressure plots of four filters during exposure to water mist are shown in
Figure 13:
Unloaded;
Loaded with salt, only (131 mg);
Loaded with salt (131 mg) and glass (262 mg) in a 1:2 ratio;
Loaded with glass, only (1000 mg).
The differential pressure during particle loading varies, depending on the particle size distribution. The low differential pressure of the glass-laden filter, despite the highest total particle loading in count and weight, results from a lower flow resistance due to much larger particles in the filter cake. The large particle load of the glass-laden filter was chosen to enhance the visibility of effects during exposure to water mist. Upon exposure, the differential pressure of all filters decreases to below 2.5 mbar, caused by a breaking of the filter cake (discussed in
Section 3.1). However, the differential pressure of the glass-laden filter remains well above that of the other filters, as well as its initial differential pressure. Unlike the filters loaded with fewer particles, including salt, the glass spheres on the glass-laden filter remain to increase the differential pressure, which is attributed to more material on the filter surface. Additionally, small holes could have formed in the filter cake due to a change in adhesion forces caused by the exposure to water mist, which would reduce the active filtration area, increase the flow velocity, and also result in a higher differential pressure. Unfortunately, due to the large amount and loose structure of the glass spheres on the filter, which hinders appropriate coating and electron flow during SEM sample preparation, it is not possible to provide SEM images for the glass-laden filter to support this hypothesis. Furthermore, the differential pressure plots show that the time of film formation depends on the particle load of the filter. During exposure to water mist, the differential pressure of the unloaded filter shows the earliest “jump” due to film formation. The results show that an initial dust cake on the surface of the filter slows the penetration of liquid down. The delay in the onset of the drainage increases with an increasing particle load. Since slight differences in the jumps are known from the oil mist filtration, and the final differential pressures of the “jumps” all lie within the previously discussed error of 2 mbar (
Figure 12), their specific heights and final gradients are not discussed further.
To gain a better understanding of the influence of the insoluble particles on the overall material distribution on the filter surface, the filters are analyzed using SEM. In
Figure 14, photos and SEM scans of the filter loaded with a mixture of salt and glass particles are compared to the salt-laden filter.
Before exposure to water mist, both filters are evenly covered with a filter cake (
Figure 14(1a,3a)). In the case of the salt-laden filter, individual fibers are sticking out of the filter cake, indicating that this filter cake has a smaller thickness (
Figure 14(1b)). After exposure to water mist, the salt formed crusts around individual fiber bundles of the salt-laden filter (comp.
Figure 8). On the filter with salt and glass, both glass spheres and salt remained on the face side after exposure to water mist. Similar to the salt-laden filter, the salt and glass laden filter showed brighter and darker areas after water exposure and drying (
Figure 14(2a,4a)). The darker area shows glass spheres and salt on the SEM image and EDX scan (
Figure 14(4.1b,4.1c)), while the brighter area contains predominantly glass spheres/Silicon (
Figure 14(4.2b,4.2c)). The material formed patches on the filter surface, which are independent of their position within the test rig, but depend on the individual filter medium only. Exposure to water mist leads to an uneven distribution of glass spheres and salt. IN a comparison of
Figure 14, 2.1 and 2.2 with 4.1 and 4.2 shows that more fibers remain covered on the salt- and glass-laden filter. It appears that more particles remain on the salt- and glass-laden filter, and that the salt does not only form crusts around the fiber bundles, but also around the spheres as well, covering more surface area.
The total amounts of salt and glass recovered from the drainage of each filter are shown in
Table 1. No glass was recovered from the drainage of any of the filters. For both the unloaded filter and the glass-laden filter, no particle residues were detected in the drainage.
Figure 15 provides the analysis of the drainage of the filters loaded with salt and salt and glass in a ratio 1:2.
The dissolved salt penetrated the whole depth of the filter medium and drained on the clean gas side. The penetrating amount of salt increases almost in a linear fashion over the 65 min of drainage collection. The insoluble material on the salt–glass-laden filter does not seem to impact the amount of salt penetrating the filter. The saturation of the drainage shows a high variance. In the first 5 mL of drained water leaving the salt–glass-laden filter, no salt was detected. This is another indicator that the salt spread unevenly within the solution on the filter and the water finds preferred pathways, not necessarily coming in contact with any salt. Overall, the saturation of the drainage is constantly below 20%.
The penetration of salt and the rearrangement of particles on the raw gas side of the filter does not only influence the filter operating behavior in terms of differential pressure, but also the separation efficiency of the filters.
Figure 16 shows the fractional separation efficiency of four filters before particle loading, after particle loading, and after exposure to water mist:
Loaded with salt, only (131 mg);
Loaded with glass, only (1000 mg);
Loaded with salt (131 mg) and glass (262 mg) in a 1:2 ratio;
Loaded with salt (131 mg) and glass (786 mg) in a 1:6 ratio.
The filter loaded with salt (131 mg) and glass (786 mg) in a 1:6 ratio was added to highlight the effect of large amounts of insoluble, non-penetrating particles in the filter cake.
The unloaded filter’s most-penetrating particle size (MPPS) is between 200 and 400 nm, where the separation efficiency is around 40%. Apart from the glass-laden filter, the loaded filters have a separation efficiency above 98% for all particle sizes. The loaded glass-laden filter (
Figure 16b) has a lower separation efficiency, remaining just above 87%. The exposure to water mist leads to a decrease in the separation efficiency, caused by the collapse of the filter cake.
Figure 16a and c show that the salt-laden and the salt–glass-laden 1:2 filter reach values close to those of the unloaded filter. The MPPS of the glass-laden filter decreases, while the separation efficiency remains above 70% (
Figure 16b). The MPPS of the salt–glass-laden 1:6 filter also decreases and its separation efficiency decreases to almost 40% (
Figure 16d). The decrease in the MPPS with larger glass content is likely a result of the remaining glass spheres on the raw gas side of the filter, as seen on the SEM images (
Figure 14). The active filtration area is thereby reduced; therefore, the face velocity increases. The separation by diffusion decreases at a higher velocity, while the inertial separation and separation by interception increases, thus moving the MPPS to lower particle sizes. A comparable effect is known from filters after patchy cleaning [
24], where part of the filter cake remains on the filter, creating patches with lower flow resistance. The reduction in the active filtration area causes an increase in the face velocity.