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Experimental Investigation of the Effect of Pore Size Distribution on Nano-particle Capture Efficiency Within Ceramic Particulate Filters

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Abstract

The effect of the pore size distribution on size-resolved filtration efficiency was investigated for two ceramic particulate filters using particulate matter (PM) generated by a spark-ignition direct-injection engine fueled with gasoline. The cordierite filter tested had a porosity of 43%, a median pore diameter of 12 μm, and a wide pore size distribution with a lognormal standard deviation (σ′) of 0.4. The aluminum titanate filter had very similar porosity, median pore diameter, and thickness, but significantly narrower pore size distribution (σ′ = 0.1). The testing of two filters under identical experimental conditions enabled the impact of the pore size distribution on filtration performance to be evaluated. Filtration experiments were performed focusing on just the filter wall, starting from a clean filter until the transition to cake filtration (filtration efficiency > 99%). Time-resolved particle size distribution measurements were used to evaluate the progression of filtration performance and estimate trapped mass within the filter. The aluminum titanate filter, with a narrow pore size distribution, exhibited significantly better diffusion capture efficiency. The negative impact of higher flow velocity on diffusion capture efficiency was more pronounced for a narrower pore size distribution. Flow distributions measured using capillary flow porometry were used to develop a cylindrical pore flow model to understand the impact of the differences in pore size distribution on observed trends in diffusion capture efficiency within a clean filter. The model predicted a larger impact of superficial velocity on capture efficiency for filters with narrower pore size distributions as seen from the experiments. The experimental results and data demonstrate that the bubble point diameter and width of the pore size distribution significantly influence diffusion capture efficiencies for filters with very similar median pore diameter, porosity, and thickness.

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Data Availability

Data supporting the findings of this study are available from the corresponding author [VS] on request.

Abbreviations

CAD:

crank angle degrees

CFP:

capillary flow porometry

CoV:

coefficient of variation

CPMA:

centrifugal particle mass analyzer

CT:

computed tomography

DMA:

differential mobility analyzer

EEPS:

engine exhaust particle sizer

EFA:

exhaust filtration analysis system

EOI:

end of injection

FE:

filtration efficiency

GDI, :

gasoline direct ignition

GPF:

gasoline particulate filter

IMEP:

indicated mean effective pressure

IPSD:

integrated particle size distribution

LEP:

liquid extrusion porosimetry

LIP:

liquid intrusion porosimetry

MIP:

mercury intrusion porosimetry

PFD:

partial flow diluter

PM:

particulate matter

PSD:

particle size distribution

SIDI:

spark-ignition direct-injection

SMPS:

scanning mobility particle spectrometer

References

  1. Ohara, E., et al.: Filtration behavior of diesel particulate filters (1). In: SAE Technical Paper 2007-01-0921 (2007). https://doi.org/10.4271/2007-01-0921

    Chapter  Google Scholar 

  2. Viswanathan, S., et al.: Effect of particle size distribution on the deep-bed capture efficiency of an exhaust particulate filter. J. Eng. Gas Turbines Power. 137(10), 11 (2015). https://doi.org/10.1115/1.4030098

    Article  Google Scholar 

  3. Fukushima, S., Ohno, K., Vlachos, N., Konstandopoulos, A.: New approach for pore structure and filtration efficiency characterization. In: SAE Technical Paper, 0148-7191 (2007)

    Google Scholar 

  4. Saito, C., et al.: New particulate filter concept to reduce particle number emissions. In: SAE Technical Paper 2011-01-0814 (2011). https://doi.org/10.4271/2011-01-0814

    Chapter  Google Scholar 

  5. Meng, Z., et al.: Experimental study on the influence of DPF micropore structure and particle property on its filtration process. J. Comb. 2016, 9612856, 2016/12/22 (2016). https://doi.org/10.1155/2016/9612856

    Article  Google Scholar 

  6. Merkel, G.A., et al.: New cordierite diesel particulate filters for catalyzed and non-catalyzed applications. In: Proceedings of the 6th International Congress on Catalysis and Automotive Pollution Control (2003)

    Google Scholar 

  7. Ito, Y., et al.: Advanced ceramic wall flow filter for reduction of particulate number emission of direct injection gasoline engines. In: presented at the SAE Technical Paper 2013-01-0836 (2013. [Online]. Available). https://doi.org/10.4271/2013-01-0836

    Chapter  Google Scholar 

  8. Tao, T., Cutler, W.A., Voss, K., Wei, Q.: New catalyzed cordierite diesel particulate filters for heavy duty engine applications. In: SAE Technical Paper 2003-01-3166 (2003)

    Google Scholar 

  9. y León, C.A.L.: New perspectives in mercury porosimetry. Adv. Colloid Interf. Sci. 76–77, 341–372 (1998). https://doi.org/10.1016/S0001-8686(98)00052-9

    Article  Google Scholar 

  10. Jena, A., Gupta, K.: Characterization of pore structure of filter media. Fluid/Part. Sep. J. 14(3), 227–241 (2002)

    Google Scholar 

  11. Washburn, E.W.: Note on a method of determining the distribution of pore sizes in a porous material. Proc. Natl. Acad. Sci. U. S. A. 7(4), 115–116 (1921)

    Article  Google Scholar 

  12. Ritter, H.L., Drake, L.C.: Pressure porosimeter and determination of complete macropore-size distributions. Ind. Eng. Chem. Anal. Ed. 17(12), 782–786 (1945). https://doi.org/10.1021/i560148a013

    Article  Google Scholar 

  13. Allen, T.: Particle size measurement Vol 2: Surface area and pore size determination, 5th edn. Chapman and Hall, New York (1997)

    Google Scholar 

  14. Nickerson, S., Shu, Y., Zhong, D., Könke, C., Tandia, A.: Permeability of porous ceramics by X-ray CT image analysis. Acta Mater. 172, 121–130 (2019). https://doi.org/10.1016/j.actamat.2019.04.053

    Article  Google Scholar 

  15. Kočí, P., et al.: 3D reconstruction and pore-scale modeling of coated catalytic filters for automotive exhaust gas aftertreatment. Catal. Today. 320, 165–174 (2019). https://doi.org/10.1016/j.cattod.2017.12.025

    Article  Google Scholar 

  16. Kitagawa, J., Asami, S., Uehara, K., Hijikata, T.: Improvement of pore size distribution of wall flow type diesel particulate filter. In: SAE Technical Paper, 0148-7191 (1992)

    Google Scholar 

  17. Hashimoto, S., Miyari, Y., Hamanaka, R., Matsubara, T., Harada, T., Miwa, S.: SiC and cordierite diesel particulate filters designed for low pressure drop and catalyzed, uncatalyzed systems. In: SAE Technical Paper 2002-01-0322 (2002)

    Google Scholar 

  18. Hiratsuka, Y., Ishihara, M., Tanaka, M., Suzuki, J., Takagi, N.: The latest technology of controlling micro-pore in cordierite diesel particulate filter for DPNR system. In: SAE Technical Paper, 0148-7191 (2004)

    Google Scholar 

  19. Gong, J., et al.: Importance of filter’s microstructure in dynamic filtration modeling of gasoline particulate filters (GPFs): inhomogeneous porosity and pore size distribution. Chem. Eng. J. 338, 15–26 (2018). https://doi.org/10.1016/j.cej.2018.01.006

    Article  Google Scholar 

  20. Konstandopoulos, A.G.: Flow resistance descriptors for diesel particulate filters: definitions, measurements and testing. In: SAE Technical Paper 2003-01-0846 (2003)

    Google Scholar 

  21. Ido, T., Ogyu, K., Ohira, A., Hayashi, M., Ohno, K., Konstandopoulos, A.G.: Study on the filter structure of SiC-DPF with gas permeability for emission control. In: SAE Technical Paper, 0148-7191 (2005)

    Google Scholar 

  22. Ohyama, N., Nakanishi, T., Daido, S.: New concept catalyzed DPF for estimating soot loadings from pressure drop. In: SAE Technical Paper, 0148-7191 (2008)

    Google Scholar 

  23. Tsuneyoshi, K., Takagi, O., Yamamoto, K.: Effects of washcoat on initial PM filtration efficiency and pressure drop in SiC DPF (2011. [Online]. Available). https://doi.org/10.4271/2011-01-0817

    Book  Google Scholar 

  24. A. Tanaka, N. Miyoshi, and A. Sato, Development of low pressure and high performance GPF catalyst, 2018-04-03, 2018

    Book  Google Scholar 

  25. Swanson, J., Watts, W., Kittelson, D., Newman, R., Ziebarth, R.: Filtration efficiency and pressure drop of miniature diesel particulate filters. Aerosol Sci. Technol. 47(4), 452–461 (2013). https://doi.org/10.1080/02786826.2012.763087

    Article  Google Scholar 

  26. Matthias, N., Farron, C., Foster, D.E., Andrie, M., Krieger, R., Najt, P., Narayanaswamy, K., Solomon, A., Zelenyuk, A.: Particulate matter sampling and volatile organic compound removal for characterization of spark ignited direct injection engine emissions. SAE Int. J. Fuels Lubr. 5(1), 399–409 (2011). https://doi.org/10.4271/2011-01-2100

    Article  Google Scholar 

  27. Beranek, J., Imre, D., Zelenyuk, A.: Real-time shape-based particle separation and detailed in situ particle shape characterization. Anal. Chem. 84(3), 1459–1465 (2012). https://doi.org/10.1021/ac202235z

    Article  Google Scholar 

  28. Li, Y., et al.: Determination of suspended exhaust PM mass for light-duty vehicles. In: SAE Technical Paper 2014-01-1594 (2014). https://doi.org/10.4271/2014-01-1594

    Chapter  Google Scholar 

  29. Viswanathan, S., Rothamer, D.A., Foster, D.E., Fansler, T.D., Zelenyuk, A., Stewart, M.L., Bell, D.M.: Evolution of deep-bed filtration of engine exhaust particulates with trapped mass. Int. J. Engine Res. 3(5-6), 2016–2559 (2016). https://doi.org/10.1177/1468087416675094

    Article  Google Scholar 

  30. Wirojsakunchai, E., Kolodziej, C., Yapaulo, R., Foster, D.: Development of the diesel exhaust filtration analysis system (DEFA). In: presented at the SAE Technical Paper 2008-01-0486 (2008)

    Google Scholar 

  31. Viswanathan, S., Sakai, S., Rothamer, D.: Design & evaluation of an exhaust filtration analysis (EFA) system. In: presented at the SAE Technical Paper 2014-01-1558. Detroit, MI (2014)

    Google Scholar 

  32. Viswanathan, S., Rothamer, D., Zelenyuk, A., Stewart, M., Bell, D.: Experimental investigation of the effect of inlet particle properties on the capture efficiency in an exhaust particulate filter. J. Aerosol Sci. 113, 250–264, 2017/11/01/ (2017). https://doi.org/10.1016/j.jaerosci.2017.08.002

    Article  Google Scholar 

  33. Bollerhoff, T., Markomanolakis, I., Koltsakis, G.: Filtration and regeneration modeling for particulate filters with inhomogeneous wall structure. Catal. Today. 188(1), 24–31 (2012). https://doi.org/10.1016/j.cattod.2011.12.017

    Article  Google Scholar 

  34. Molina, J., Rothamer, D.A.: Development of the capillary flow porometry technique for the characterization of gasoline particulate filter walls. Eng. Res. Express. 1(2), 025003 (2019). https://doi.org/10.1088/2631-8695/ab4785

    Article  Google Scholar 

  35. Viswanathan, S., Rakovec, N., Foster, D.E.: Microscale study of ash accumulation process in DPF walls using the diesel exhaust filtration analysis (DEFA) system. In: ASME 2012 Internal Combustion Engine Division Fall Technical Conference, pp. 537–549 (2012). https://doi.org/10.1115/ICEF2012-92104

    Chapter  Google Scholar 

  36. Hinds, W.C.: Aerosol technology: properties, behavior, and measurement of airborne particles. John Wiley & Sons, Inc., Hoboken (1999)

    Google Scholar 

  37. Choi, H.-J., Kim, J.-U., Kim, S.H., Lee, M.-H.: Preparation of granular ceramic filter and prediction of its collection efficiency. Aerosol Sci. Technol. 48(10), 1070–1079 (2014). https://doi.org/10.1080/02786826.2014.957755

    Article  Google Scholar 

Download references

Acknowledgments

The authors would also like to thank the filter manufacturers for providing the wafer samples used in the present study.

Funding

This work was funded by General Motors through the Collaborative Research Laboratory at the University of Wisconsin-Madison Engine Research Center and the US Department of Energy (DOE), Office of Energy Efficiency and Renewable Energy, Vehicle Technology Office.

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Correspondence to Sandeep Viswanathan.

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Viswanathan, S., Stewart, M.L. & Rothamer, D.A. Experimental Investigation of the Effect of Pore Size Distribution on Nano-particle Capture Efficiency Within Ceramic Particulate Filters. Emiss. Control Sci. Technol. 7, 26–40 (2021). https://doi.org/10.1007/s40825-021-00184-4

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