1
Dynamic 4D imaging of foamed bitumen by X-ray micro computed tomography Iwan JERJEN 1,2 , Biruk HAILESILASSIE 3 , Philipp SCHUETZ 5 , Mathieu PLAMONDON 4 , Alexander FLISCH 4 , Manfred PARTL 3 1) Institute for Biomedical Engineering, ETHZ, Gloriastrasse 35, CH-8092 Zurich, Switzerland 2) Laboratory for Macromolecules and Bioimaging, Paul Scherrer Institut, CH-5232 Villigen-PSI, Switzerland 3) Road Engineering/Sealing Components, Empa, Ueberlandstrasse 129, CH-8600 Duebendorf, Switzerland 4) Center for X-ray Analytics, Empa, Ueberlandstrasse 129, CH-8600 Duebendorf, Switzerland 5) Lucerne University of Applied Sciences and Arts, Technikumstrasse 21, CH-6048 Horw, Switzerland Abstract Experimental setup References Foamed bitumen allows mixing and compacting warm asphalt at lower temperatures, therefore reducing energy consumption and costs [1]. By mixing a small quantity of water, typically 1- 6.0 w-%, with hot bitumen, a foam is formed, which has, at a given temperature, better wetting and coating capabilities than bitumen alone [1]. The amount of water, the bitumen temperature and additives influence the structure and dynamics of foamed bitumen, which determines its properties, like expansion ratio and half-life time [2, 3]. Fast X-ray computed tomography (4 s per 3D CT) allows investigating the time-resolved morphology of foamed bitumen if a stabilizer * is added to slow down the collapse of the foam. * TEGO Addibit FS 725 A, EVONIK, Switzerland 1 2 3 4 5 6 1) X-ray flat panel detector (Perkin Elmer, XRD 1621 CN3 ES) 2) Rotation table (Micos, UPR-160 F air) 3) XYZ stages (Micos, LS-270) 4) X-ray microfocus tube (XT9160-TXD) 5) Bitumen supply hose 6) Plexiglas cylinder with bitumen foam (Ø 104 mm) Image analysis Conclusion Reconstruction method By means of a fibre reinforced plastic hose, 180° hot foamed bitumen was injected into a Plexiglas cylinder mounted on the rotation table of the X- ray system. The microfocus X-ray source was operated at 80 kV acceleration voltage and 300 μA (i.e. 24 W). The X-ray detector was read out with ~14.5 frames/s. The rotation speed was between 90 °/s. No filter Mean filter (radius 3), final choice Median filter Non-local means filter [5] Gauss filter Mean filter (radius 5) The three-dimensional shape of the foamed bitumen was calculated from 59 projection images acquired over 360° by a Feldkamp algorithm [3]. Because of the low SNR of the projection images, different filters were applied on the projection images prior to the reconstruction: [1] J. W. Button, C. Estakhri, and A. Wimsatt, System 7, 94 (2007). [2] M. F. Saleh, Int. J. Pavement Eng. 8, 99 (2007). [3] B. W. Hailesilassie, P. Schuetz, I. Jerjen, M. Hugener, and M. N. Partl, J. Mater. Sci. 50, 79 (2014). [4] L. A. Feldkamp, L. C. Davis, and J. W. Kress, J. Opt. Soc. Am. A 1, 612 (1984). [5] http://www.ipol.im/pub/art/2011/bcm_nlm/ [6] http://fiji.sc/Fiji [7] https://en.wikipedia.org/wiki/STL_(file_format) [8] http://www.volumegraphics.com/products/vgstudio-max/basic-functionality/ [9] http://www.gom.com/de/3d-software/gom-inspect.html Even a low power (24 W) microfocus X-ray tube allows obtaining reasonable fast (4s) 3D CT measurements for visualizing the time- evolution of foamed bitumen: The use of a high power X-ray source would improve the SNR and spatial resolution considerably. A faster X-ray detector would help to reduce motion artefacts. Optimized noise filters may improve the results. A gantry CT scanner would eliminate the centrifugal force artefacts. The 3D CT data was inverted and filtered with a Gaussian blur filter (radius 4) using the freeware Fiji [6], then the bubbles were segmented and the surface data saved in STL file format [7] using a trial version of VGStudio MAX [8]. The final visualization was done with the GOM Inspect freeware [9]. Results t = 0 s Result not reliable due to motion artefacts! Nevertheless, bubbles are fairly flat and have a preferential direction, probably due to the initial spraying. t = 14 s Bubbles as small as ~0.5 mm 3 can be seen. The bitumen cooled down a bit and is therefore less viscous: The shape of the bubbles becomes spherical. t = 34 s The bitumen collapsed considerably and the surface approaches the ROI. The CT data indicates that the bitumen is less dense close to the surface.

Dynamic 4D imaging of foamed bitumen by X-ray micro ... · Dynamic 4D imaging of foamed bitumen by X-ray micro computed tomography Iwan JERJEN1,2, Biruk HAILESILASSIE3, Philipp SCHUETZ5,

  • Upload
    others

  • View
    6

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Dynamic 4D imaging of foamed bitumen by X-ray micro ... · Dynamic 4D imaging of foamed bitumen by X-ray micro computed tomography Iwan JERJEN1,2, Biruk HAILESILASSIE3, Philipp SCHUETZ5,

Dynamic 4D imaging of foamed bitumen by X-ray micro computed tomography Iwan JERJEN1,2, Biruk HAILESILASSIE3, Philipp SCHUETZ5, Mathieu PLAMONDON4, Alexander FLISCH4, Manfred PARTL3

1) Institute for Biomedical Engineering, ETHZ, Gloriastrasse 35, CH-8092 Zurich, Switzerland

2) Laboratory for Macromolecules and Bioimaging, Paul Scherrer Institut, CH-5232 Villigen-PSI, Switzerland

3) Road Engineering/Sealing Components, Empa, Ueberlandstrasse 129, CH-8600 Duebendorf, Switzerland

4) Center for X-ray Analytics, Empa, Ueberlandstrasse 129, CH-8600 Duebendorf, Switzerland

5) Lucerne University of Applied Sciences and Arts, Technikumstrasse 21, CH-6048 Horw, Switzerland

Abstract

Experimental setup

References

Foamed bitumen allows mixing and compacting warm asphalt at lower

temperatures, therefore reducing energy consumption and costs [1]. By

mixing a small quantity of water, typically 1- 6.0 w-%, with hot bitumen,

a foam is formed, which has, at a given temperature, better wetting and

coating capabilities than bitumen alone [1]. The amount of water, the

bitumen temperature and additives influence the structure and dynamics

of foamed bitumen, which determines its properties, like expansion ratio

and half-life time [2, 3].

Fast X-ray computed tomography (4 s per 3D CT) allows investigating

the time-resolved morphology of foamed bitumen if a stabilizer* is added

to slow down the collapse of the foam. * TEGO Addibit FS 725 A, EVONIK, Switzerland

1

2

3

4

5

6

1) X-ray flat panel detector (Perkin Elmer, XRD 1621 CN3 ES)

2) Rotation table (Micos, UPR-160 F air) 3) XYZ stages (Micos, LS-270)

4) X-ray microfocus tube (XT9160-TXD) 5) Bitumen supply hose

6) Plexiglas cylinder with bitumen foam (Ø 104 mm)

Image analysis

Conclusion

Reconstruction method

By means of a fibre reinforced plastic hose, 180° hot foamed bitumen was

injected into a Plexiglas cylinder mounted on the rotation table of the X-

ray system. The microfocus X-ray source was operated at 80 kV

acceleration voltage and 300 µA (i.e. 24 W). The X-ray detector was read

out with ~14.5 frames/s. The rotation speed was between 90 °/s.

No filter Mean filter

(radius 3), final choice

Median filter Non-local means

filter [5] Gauss filter

Mean filter

(radius 5)

The three-dimensional shape of the foamed bitumen was calculated from

59 projection images acquired over 360° by a Feldkamp algorithm [3].

Because of the low SNR of the projection images, different filters were

applied on the projection images prior to the reconstruction:

[1] J. W. Button, C. Estakhri, and A. Wimsatt, System 7, 94 (2007).

[2] M. F. Saleh, Int. J. Pavement Eng. 8, 99 (2007).

[3] B. W. Hailesilassie, P. Schuetz, I. Jerjen, M. Hugener, and M. N. Partl,

J. Mater. Sci. 50, 79 (2014).

[4] L. A. Feldkamp, L. C. Davis, and J. W. Kress, J. Opt. Soc. Am. A 1, 612 (1984).

[5] http://www.ipol.im/pub/art/2011/bcm_nlm/

[6] http://fiji.sc/Fiji

[7] https://en.wikipedia.org/wiki/STL_(file_format)

[8] http://www.volumegraphics.com/products/vgstudio-max/basic-functionality/

[9] http://www.gom.com/de/3d-software/gom-inspect.html

Even a low power (24 W) microfocus X-ray tube allows obtaining

reasonable fast (4s) 3D CT measurements for visualizing the time-

evolution of foamed bitumen:

• The use of a high power X-ray source would improve the SNR and

spatial resolution considerably.

• A faster X-ray detector would help to reduce motion artefacts.

• Optimized noise filters may improve the results.

• A gantry CT scanner would eliminate the centrifugal force artefacts.

The 3D CT data was inverted and filtered with a Gaussian blur filter

(radius 4) using the freeware Fiji [6], then the bubbles were segmented

and the surface data saved in STL file format [7] using a trial version of

VGStudio MAX [8]. The final visualization was done with the GOM

Inspect freeware [9].

Results

t = 0 s

Result not reliable due to

motion artefacts!

Nevertheless, bubbles

are fairly flat and have a

preferential direction,

probably due to the

initial spraying.

t = 14 s

Bubbles as small as

~0.5 mm3 can be seen.

The bitumen cooled

down a bit and is

therefore less viscous:

The shape of the

bubbles becomes

spherical.

t = 34 s

The bitumen collapsed

considerably and the

surface approaches the

ROI. The CT data

indicates that the

bitumen is less dense

close to the surface.