Abstract
Keywords
Introduction
During filtration, a filter media is subjected to degradation due to a number of damages such as aerodynamic, mechanical, chemical and thermal, which affects its life. Besides, there are various factors such as the construction of filter media, operating conditions, temperature, humidity etc., on which the life of filter media is dependent. In the case of hot gas filtration, filter media’s life gets affected due to high temperature. While in normal condition, the filter media life is dependent upon the extent of its clogging. In one of the studies 1 the ageing behavior of cleanable filter media at varying filtration velocity and cycle time according to VDI 3926 standard was studied. An extreme increase in pressure drop was reported after a certain ageing time and a cumulative effect of the operating parameters on the increased pressure drop was observed.
In another research, 2 the cleaning mechanism of filter bags supported by rigid rings was analyzed. It was reported that the degree of cleaning is not same along the length of the filter bag, as the acceleration on the filter media at the time of pulsing is higher on the top section and it gradually reduces along its length. Further, the patchy cleaning behavior of filter media at the industrial and laboratory level was compared, 3 where a close agreement in results between them was found. In one of the recent research, 4 the cleaning behavior of pleated filter cartridges by designing a novel colliding pulse-jet cleaning method was studied. A considerable improvement in cleaning performance of filter materials was noticed. During another latest study, 5 the effect of particle size and pressure drop was studied using pleated cartridge filter. It was reported that for the same particle size, both average and average residual pressure drops are reduced with the decrease of maximum pressure, but both the number of pulse-jet cleaning and the average dust emission concentration are increased, which lowers the dust collection efficiency. The track of dust particle is affected by numerous mechanical mechanisms such as inertial impaction, interception, gravitational settling and Brownian motion. These mechanisms deposit the aerosol over the filter media and separate them from the exhaust gas.6,7
It may also be added that some of the previous researches8,9,10 have reported an enhanced filtration performance of filter materials through charging the aerosol particles. In some of the researches, the filtration performance has been studied by using nanofiber techniques.11,12 However, its effect on filter media life is yet to be studied at industrial level. Hence, the present study aims to predict the lifetime of filter media investigated on flatbed test rig and pilot filter unit by analyzing the rate of increase in residual pressure drop with the increasing filtration cycle time using flyash aerosol. It may also be added that the flatbed test rig represents the laboratory situation, whereas the pilot filter unit is more close to the industrial situation. Hence, how the material behavior changes going at a scaled up level has been studied through the present investigation. The aerosol particles were charged through negative DC voltage at three levels viz. 4 kV, 8 kV and 12 kV. The number of pulsing cycles required for the residual pressure drop to reach the pre-defined peak pressure of 1000 Pascal has been calculated by the polynomial equations generated through the pressure drop with time slopes plotted during the measuring phase of the filtration process. Generally, at the industrial scale, filter media is assumed to be at its final stage, after which replacement is necessary. However, in certain industries, the said value is progressively changed to 1500 Pascal for achieving a longer duration of media use at the cost of higher energy.
Experimental
Materials and method
Material specifications.

Experimental set-up of flat media test rig.

Experimental set-up of pilot filter unit.
Experimental plan followed for both setups.
For pilot filter unit, the mechanism is similar to that of flat media test rig. However, unlike flat media setup, the filter media in this case is in cylindrical bag form. Table 1 represents the specification of materials investigated on both setups. The dimension of each bag has been 125 mm diameter and 800 mm of height.
Testing condition: • Inlet face velocity: 2 m/min • Air to cloth ratio: 2 • Inlet dust concentrations:50 g/m³ and 150 g/m³ • Tank pressure: 2 bar • Valve opening time: 50 ms • Total filtration area: 0.09 m2 for flat media test rig and 0.65 m2 for tubular based set up • Pulsing at 1000 Pa differential pressure drop
Testing sequence: • Conditioning 30 cycles, cleaning pulse at 1000 Pa. • Ageing 2500 cycles with a cleaning cycle at 20 s. • Stabilizing 10 cycles, cleaning pulse at 1000 Pa • Measuring for 2 h at 1000 Pa (Pressure based cleaning)
The raw dust distribution of fly ash used for filter media characterization is represented in Figure 3. Raw dust distribution.
Figure 4(a) and (b) shows the scatter plot for the residual pressure drop of the present study in the flatbed test rig and pilot plant case, respectively. However, it may be noted that it is challenging to get a steady trend in residual pressure drop in the industry due to variation in dust loading, aerodynamic flow depending upon the media shape and other external conditions such as temperature and humidity. (a, b) Scatter Plot Behavior for Residual Pressure Drop (a) Flatbed Test Rig (b) Pilot Unit.
Based on the residual pressure drop with the increase in filtration time, each material’s trend can be fitted with a second-order polynomial model.
Where, β0 is constant, and β1 and β2 are coefficients. ‘x’ is termed as an ageing indicator, the value of x for y to reach 1000 Pascal can be determined once the relationship (i.e. β0, β1 and β2) is known using regression methodology. Higher value of x indicates the greater life of media. Since all the materials taken for investigation were subjected to accelerated testing at a laboratory-based level, the values through the equations indicate to what extent filter media can sustain, and it does not signify their exact life period.
Results and discussion
Ageing behavior at 50 g/m3 dust concentration.
Ageing behavior at 150 g/m3 dust concentration.
Percentage contribution and F values for ageing indicator derived from three-way ANOVA.
Besides dust pre-charging, the role of material type and its cumulative behavior with charge has also been prominent. However, the significance of dust has not been considerably less compared to material and charge. As a result of dust agglomeration due to pre-charge, each material’s dust cake properties are improved. Hence the dust particles are prevented from trespassing through the inner layer of the media. This indicates that the movement of dust on the filter media is governed by the media’s pre-charge levels and structure. Thus the role of dust has not been up to the extent of charge and material type.
Impact of charge level and material type on ageing behavior of materials
The ageing indicator behavior of materials with an increase in pre-charge level from 0 kV to 12 kV is represented in Figures 5(a) and (b) and Figure 6(a) and (b) for lower and higher dust densities, respectively. In both the test rigs, relatively high ageing values are observed at lower dust concentration in case of all the materials under charged as well as uncharged condition. This is for the apparent reason of relatively fewer particles in the flue gas at lower dust density, causing reduced loading over the filter surface compared to higher dust density. As a result of the reduced load over the media surface, the particle penetration through the surface will be less; hence prolonged filer life as compared to higher dust density can be expected. (a, b) Ageing indicator behavior at 50 g/m3 dust concentration (a) Flat media test rig (b) Pilot filter unit. (a, b) Ageing indicator behavior at 150 g/m3 dust concentration (a) Flat media test rig (b) Pilot filter unit.

Further, a sharp increase in the test rigs’ ageing values can be noted at initial levels of pre-charge from 0 kV to 4 kV in case of all the materials. While from 4 kV to 12 kV charge, the increase has not been up to a similar extent. The reason for sharp increase in the ageing values from 0 kV to 4 kV charge can be ascribed to the fact of improved dust cake properties in the case of 4 kV charge compared to without charge. Since there are more numbers of smaller particles in the flue gas at uncharged condition, leading to uneven cake formation over the media surface. Also, due to a large number of smaller particles, the chances of particle penetration through the media surface pores become more vulnerable, thereby affecting the life of the filter material. While at 4 kV charge, the particles' size in the flue gas is relatively large due to agglomeration. This enhances the dust deposition over the media surface resulting in a better cake formation compared to without charge, thereby reducing the depth of particles’ penetration to a significant level. As a result of reduced particle penetration, the material becomes stabilized early as compared to without charge. However, the effect of agglomeration will not be to a similar extent as the pre-charging level increase from 4 kV to 8 kV and further. This is because, for each dust charge level, uniform surface deposition has already been achieved. Therefore, in the case of 8 kV and 12 kV charge, cake deposition enhancement will be marginally better than 4 kV charge. Hence the extent of improvement will not be similar to 0 kV and 4 kV charge.
Further, the relative assessments of materials revealed the highest ageing values for PTFE coated media followed by stainless steel fibre blended with PET media and stainless steel fibre scrim media in both the test rigs. It may also be added that the level of increase in ageing values at the initial level of pre-charge from 0 kV to 4 kV is also noted to be the highest for the PTFE coated material in case of both test rigs and dust densities. This can be ascribed due to the benefit of coating over the surface of PTFE coated material, resulting in a higher level of the reduction in the depth of penetration as the pre-charge level increases from 0 kV to 4 kV in case of the PTFE coated material. The coating over the PTFE coated media is non-sticky, the primary cake layer formation over its surface will be relatively less. Apparently, the subsequent secondary layer deposition will take a relatively long time. Therefore, the pulsing interval will be higher than the other two materials that do not benefit from coating; hence, the PTFE material is expected to get stabilized relatively early and provide consistent filtration for a longer time, leading to prolonged life of the filter material. However, in the case of stainless steel fibre blended with PET media and stainless steel fibre scrim media, as the benefit of coating is not there, the level of reduction in depth of penetration is less than PTFE coated media. Therefore, the smoothness of dust dislodgement during pulsing is not similar to the coated material. Hence the pulsing interval is reduced, and the materials are expected to clog relatively early. It can also be inferred that the difference between the slopes of PTFE coated material and the other two materials has been much higher in both the test rigs. This indicates that the lifetime of the filter material can be significantly enhanced through the surface coating.
Further observations revealed that the relative behaviour between test rigs for the ageing values has been different, as the said values are higher for the flat media test rig. The comparative analysis of the test rigs has been detailed in the next section.
Charge dissipation behavior of investigated materials.

(a, b, c, d) Depth of aerosol penetration (a) 0 kV (b) 4 kV (c) 8 kV (d) 12 kV.
Correlation between the test rigs
Percentage contributions for ageing indicator for both dust concentrations derived from two-way ANOVA.
Percentage contributions for ageing indicator for each material derived from two-way ANOVA.
Depth of penetration at all charge levels and without charge.
Fractional penetration of dust at varying charge levels.

Cross-sectional image of tested filter media.
It may also be added that 15 such experiments specific to fractional penetration of dust were conducted at varying pre-charge levels.
From Figure 9 a strong correlation of 0.94 can be observed between the test rigs. Correlation of ageing indicator between flat and pilot test rigs.
Conclusions
Prediction for the ageing behavior of different conductive materials on both the test rigs revealed that the filter media can provide a consistent filtration for a relatively longer period of time using flat media test rig. This can be attributed to the relatively small height of the flat media responsible for providing more consistent filtration than the pilot filter unit. In both the test rigs, the ageing values are observed to increase for all the materials with rise in pre-charging level from 0 kV to 12 kV. Further inferences revealed that the level of increase in the ageing values from 0 kV to 4 kV charge has been much higher than 4 kV–8 kV charge and further. It may also be added that the coating over PTFE coated media has been beneficial for its highest ageing values among all the investigated materials. In view of this, it can be predicted that through surface coating, the life of filter media can be enhanced significantly. Higher amount of current applied to charge the flue gas particles in the pilot filter unit and more number of absolute particles of size greater than 1 µm for the said setup have been responsible for its more significant interaction of dust with charge than that of flat filter unit. However, the interaction of the material with charge and material with dust has been better in the case of flat media test rig, this can be ascribed due to uniform deposition of the dust particles over the flat media surface.
