Skip to main content
Top

2019 | OriginalPaper | Chapter

Creation of Saturation Maps from Two-Phase Flow Experiments in Microfluidic Devices

Authors : Yuhang Wang, Saman A. Aryana

Published in: Advances in Petroleum Engineering and Petroleum Geochemistry

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Microfluidic devices provide an experimental platform for direct observations of flow in complex channel networks. In this work, two-phase displacement experiments are conducted using a microfluidic device, featuring a complex network that is representative of a sample of Berea sandstone. The porous medium is placed in the field of view of a high-resolution camera with a monochromatic sensor—data captured in the form of images cover the entire medium while maintaining the resolution needed to discern features as small as 10 μm. This paper presents the series of steps required to convert these images into saturation maps that may be used for comparisons with predictions of numerical simulation models. The main steps include: exclusion of the grains; perspective transformation to correct minor misalignments of the device in each experiment; calculation of the Representative Elementary Volume; local thresholding strategy to account for non-uniform illumination across the medium; and finally, calculation of saturation maps.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Guo, F., Aryana, S.A.: An experimental investigation of nanoparticle-stabilized CO2 foam used in enhanced oil recovery. Fuel 186, 430–442 (2016)CrossRef Guo, F., Aryana, S.A.: An experimental investigation of nanoparticle-stabilized CO2 foam used in enhanced oil recovery. Fuel 186, 430–442 (2016)CrossRef
2.
go back to reference Buchgraber, M., Al-Dossary, M., Ross, C.M., Kovscek, A.R.: Creation of a dual-porosity micromodel for pore-level visualization of multiphase flow. J. Petrol. Sci. Eng. 86, 27–38 (2012)CrossRef Buchgraber, M., Al-Dossary, M., Ross, C.M., Kovscek, A.R.: Creation of a dual-porosity micromodel for pore-level visualization of multiphase flow. J. Petrol. Sci. Eng. 86, 27–38 (2012)CrossRef
3.
go back to reference Guo, F., He, J., Johnson, P.A., Aryana, S.A.: Stabilization of CO2 foam using by-product fly ash and recyclable iron oxide nanoparticles to improve carbon utilization in EOR processes. Sustain. Energy Fuels 1(4), 814–822 (2017)CrossRef Guo, F., He, J., Johnson, P.A., Aryana, S.A.: Stabilization of CO2 foam using by-product fly ash and recyclable iron oxide nanoparticles to improve carbon utilization in EOR processes. Sustain. Energy Fuels 1(4), 814–822 (2017)CrossRef
4.
go back to reference Szeliski, R.: Computer Vision: Algorithms and Applications. Springer Science & Business Media (2010) Szeliski, R.: Computer Vision: Algorithms and Applications. Springer Science & Business Media (2010)
5.
go back to reference Bear, J.: Dynamics of Fluids in Porous Media. Courier Corporation (2013) Bear, J.: Dynamics of Fluids in Porous Media. Courier Corporation (2013)
6.
go back to reference Karadimitriou, N.K., Musterd, M., Kleingeld, P.J., Kreutzer, M.T., Hassanizadeh, S.M., Joekar-Niasar, V.: On the fabrication of PDMS micromodels by rapid prototyping, and their use in two-phase flow studies. Water Resour. Res. 49(4), 2056–2067 (2013)CrossRef Karadimitriou, N.K., Musterd, M., Kleingeld, P.J., Kreutzer, M.T., Hassanizadeh, S.M., Joekar-Niasar, V.: On the fabrication of PDMS micromodels by rapid prototyping, and their use in two-phase flow studies. Water Resour. Res. 49(4), 2056–2067 (2013)CrossRef
7.
go back to reference Pal, N.R., Pal, S.K.: A review on image segmentation techniques. Pattern Recogn. 26(9), 1277–1294 (1993)CrossRef Pal, N.R., Pal, S.K.: A review on image segmentation techniques. Pattern Recogn. 26(9), 1277–1294 (1993)CrossRef
8.
go back to reference Silverman, B.W.: Density Estimation for Statistics and Data Analysis, vol. 26. CRC Press (1986) Silverman, B.W.: Density Estimation for Statistics and Data Analysis, vol. 26. CRC Press (1986)
9.
go back to reference Otsu, N.: A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man Cybern. 9(1), 62–66 (1979)CrossRef Otsu, N.: A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man Cybern. 9(1), 62–66 (1979)CrossRef
10.
go back to reference Nagabhushana, S.: Computer Vision and Image Processing. New Age International (2005) Nagabhushana, S.: Computer Vision and Image Processing. New Age International (2005)
11.
go back to reference Sehairi, K., Chouireb, F., Meunier, J.: Comparison study between different automatic threshold algorithms for motion detection. In: 4th International Conference on IEEE Transactions, pp. 1–8. IEEE, Algeria (2015) Sehairi, K., Chouireb, F., Meunier, J.: Comparison study between different automatic threshold algorithms for motion detection. In: 4th International Conference on IEEE Transactions, pp. 1–8. IEEE, Algeria (2015)
Metadata
Title
Creation of Saturation Maps from Two-Phase Flow Experiments in Microfluidic Devices
Authors
Yuhang Wang
Saman A. Aryana
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-01578-7_19