Abstract
Tomographic shadowgraphy is an image-based optical technique capable of reconstructing the three dimensional instantaneous spray distributions within a given volume. The method is based on a multiple view imaging setup with inline illumination provided by current-pulsed LEDs, which results in droplet shadows being projected onto multiple sensor planes. Each camera records image pairs with short inter-framing times that allow the trajectories of the individual droplets to be estimated using conventional three-dimensional particle tracking approaches. The observed volume is calibrated with a traversed micro-target. A comparison is made between several photogrammetric and polynomial least-square camera calibration techniques regarding their accuracy in deep volume calibration at magnifications close to unity. A calibration method based on volume calibration from multiple planar homographies at equally spaced z-planes was found to produce the most reliable calibration. The combination of back-projected images at each voxel plane efficiently reproduces the droplet positions in three-dimensional space by line-of-sight (LOS) intensity reconstruction. Further improvement of the reconstruction can be achieved by iterative tomographic reconstruction, namely simultaneous multiplicative algebraic reconstruction technique (SMART). The quality of spray reconstruction is investigated using experimental data from multiple view shadowgraphs of hollow cone and flat fan water sprays. The investigations are further substantiated with simulations using synthetic data.
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Notes
The term shadowgraphy is frequently used to describe shadow images of refractive index gradients in gases but describes images of droplet shadows projected onto the image plane just as well.
Abbreviations
- c II :
-
Cross-correlation coefficient
- d 0 :
-
Nozzle orifice diameter
- d A :
-
Airy disk diameter
- f :
-
Focal length
- f # :
-
f-number
- I f,max :
-
Maximum continuous forward current
- M :
-
Magnification
- s :
-
Sensor resolution [Pixel/mm]
- \(\Updelta t\) :
-
Delay between two illumination pulses (for PIV)
- w, q :
-
Arbitrary scale factors in projective geometry
- \(\varepsilon\) :
-
Back-projection error
- λ:
-
Wavelength of light
- τp :
-
Pulse duration
- \(\varphi\) :
-
Camera yaw angle (around world y axis)
- ψ:
-
Camera pitch angle (around new x axis)
- d :
-
Distorted camera coordinates
- I :
-
Image coordinates
- p :
-
Projected camera coordinates
References
Adrian RJ, Westerweel J (2011) Particle image velocimetry. Cambridge University Press, New York
Atkinson C, Soria J (2009) An efficient simultaneous reconstruction technique for tomographic particle image velocimetry. Exp Fluids 47:553–568
Bachalo WD, Houser MJ (1984) Development of the phase/doppler spray analyzer for liquid drop size and velocity characterizations. Opt Eng 23:583–590
Bradski G (2000) The openCV library. Dr. Dobb’s J Softw Tools
Bradski G, Kaehler A (2008) Learning openCV, 1st edn. O’ Reilly Media, Inc., Sebastopol
Brown DC (1971) Close-range camera calibration. Photogramm Eng 37:855–866
Cai W, Powell CF, Yue Y, Narayanan S, Wang J, Tate MW, Renzi MJ, Ercan A, Fontes E, Gruner SM (2003) Quantitative analysis of highly transient fuel sprays by time-resolved x-radiography. Appl Phys Lett 83(8):1671–1673
Cao L, Pan G, Jong J, Woodward S, Meng H (2008) Hybrid digital holographic imaging system for three-dimensional dense particle field measurement. Appl Opt 47(25):4501–4508
Durst F, Zaré M (1975) Laser-doppler measurements in two-phase flow. In: Proceedings of the LDA-Symposium, Copenhagen, pp 403–429
Elsinga G, Scarano F, Wieneke B, van Oudheusden B (2006) Tomographic particle image velocimetry. Exp Fluids 41:933–947
Faugeras O (1994) Three-dimensional computer vision a geometric viewpoint. Artificial intelligence. MIT Press, Cambridge, MA
Glover AR, Skippon SM, Boyle RD (1995) Interferometric laser imaging for droplet sizing: a method for droplet-size measurement in sparse spray systems. Appl Opt 34(36):8409–8421
Harris C, Stephens M (1988) A combined corner and edge detector. In: 4th Alvey Vision Conference, pp 147–151
Hom J, Chigier N (2002) Rainbow refractometry: simultaneous measurement of temperature, refractive index, and size of droplets. Appl Opt 41(10):1899–1907
Jermy M, Greenhalgh D (2000) Planar dropsizing by elastic and fluorescence scattering in sprays too dense for phase doppler measurement. Appl Phys B: Lasers Optics 71:703–710
Jones AR, Sarjeant M, Davis CR, Denham RO (1978) Application of in-line holography to drop size measurement in dense fuel sprays. Appl Opt 17(3):328–330
Kang B, Poulikakos D (1996) Holography experiments in a dense high-speed impinging jet spray. J Propul Power 12(2):341–348
Kawaguchi T, Akasaka Y, Maeda M (2002) Size measurements of droplets and bubbles by advanced interferometric laser imaging technique. Meas Sci Technol 13(3):308
Le Gal P, Farrugia N, Greenhalgh D (1999) Laser sheet dropsizing of dense sprays. Optics Laser Technol 31(1):75–83
Lefebvre AH (1989) Atomization and sprays. CRC Press Taylor & Francis Group, New York
Liu X, Cheong SK, Powell CF, Wang J, Hung DL, Winkelman JR, Tate MW, Ercan A, Schuette DR, Koerner L, Gruner SM (2005) Near-field characterization of direct injection gasoline sprays from multi-hole injector using ultrafast x-tomography. In: ILASS Americas, 18th Annual Conference on Liquid Atomization and Spray Systems, Irvine, CA (USA)
Lü Q, Chen Y, Yuan R, Ge B, Gao Y, Zhang Y (2009) Trajectory and velocity measurement of a particle in spray by digital holography. Appl Opt 48(36):7000–7007
Maas H, Westfeld P, Putze T, Boetkjaer N, Kitzhofer J, Brücker C (2009) Photogrammetric techniques in multi-camera tomographic PIV. In: 8th International Symposium on Particle Image Velocimetry—(PIV09), Melbourne, Australia
Maeda M, Kawaguchi T, Hishida K (2000) Novel interferometric measurement of size and velocity distributions of spherical particles in fluid flows. Meas Sci Technol 11(12):L13
Meng H, Pan G, Pu Y, Woodward SH (2004) Holographic particle image velocimetry: from film to digital recording. Meas Sci Technol 15(4):673
Michaelis D, Novara M, Scarano F, Wieneke B (2010) Comparison of volume reconstruction techniques at different particle densities. In: 15th International Symposium on Applications of Laser Techniques to Fluid Mechanics
Miller B, Sallam KA, Lin KC, Carter C (2006) Digital holographic spray analyzer. In: ASME Conference Proceedings of 14th International Conference on Nuclear Engineering (FEDSM2006), vol. 2, pp 1023–1028
Mishra D, Muralidhar K, Munshi P (1999) A robust MART algorithm for tomographic applications. Num Heat Transf Part B: Fundam 35(4):485–506
Raffel M, Willert C, Wereley S, Kompenhans J (2007) Particle image velocimetry, a practical guide. Springer, Berlin-Heidelberg
Salvi J, Armangu X, Batlle J (2002) A comparative review of camera calibrating methods with accuracy evaluation. Pattern Recogn 35(7):1617–1635
Santangelo PJ, Sojka PE (1994) Focused-image holography as a dense-spray diagnostic. Appl Opt 33(19):4132–4136
Schanz D, Gesemann S, Schroeder A, Wieneke B, Michaelis D (2010) Tomographic reconstruction with non-uniform optical transfer functions (otf). In: 15th International Symposium on Applications of Laser Techniques to Fluid Mechanics
Soloff SM, Adrian RJ, Liu ZC (1997) Distortion compensation for generalized stereoscopic particle image velocimetry. Meas Sci Technol 8(12):1441
Soria J, Atkinson C (2008) Towards 3c-3d digital holographic fluid velocity vector field measurement—tomographic digital holographic PIV (Tomo-HPIV). Meas Sci Technol 19(7):074,002
Swithenbank J, Beer JM, Taylor DS, Abbot D, McCreath GC (1976) A laser diagnostic technique for the measurement of droplet and particle size distribution. In: 14th Aerospace Sciences Meeting, AIAA, Washington, DC, Jan 26–28, 1976
Tsai R (1987) A versatile camera calibration technique for high-accuracy 3d machine vision metrology using off-the-shelf tv cameras and lenses. IEEE J Robot Autom RA-3:323–344
Upton T, Verhoeven D, Hudgins D (2011) High-resolution computed tomography of a turbulent reacting flow. Exp Fluids 50:125–134
Wieneke B (2008) Volume self-calibration for 3d particle image velocimetry. Exp Fluids 45:549–556
Willert C (2006) Assessment of camera models for use in planar velocimetry calibration. Exp Fluids 41:135–143
Willert C, Stasicki B, Klinner J, Moessner S (2010) Pulsed operation of high-power light emitting diodes for imaging flow velocimetry. Meas Sci Technol 21(7):1–12
Yang Y, Kang B (2009) Measurements of the characteristics of spray droplets using in-line digital particle holography. J Mech Sci Technol 23:1670–1679
Zhang Z (1999) A flexible new technique for camera calibration. Technical report, Microsoft Research
Acknowledgments
The authors would like to thank D. Schanz and S. Gesemann of the Dept. Experimental Methods of the DLR Institute of Aerodynamics and Flow Technology for providing the SMART implementation and the corresponding Matlab calibration routine. T. Kusserow of the Institute of Nanostructure Technologies and Analytics at University of Kassel is acknowledged for his support regarding micro-lithographic photo masks. Part of the work presented herein is supported by the EU-project AFDAR (Advanced Flow Diagnostics for Aeronautical Research, project no. 265695) of the 7th Framework Programme whose support is gratefully acknowledged.
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Klinner, J., Willert, C. Tomographic shadowgraphy for three-dimensional reconstruction of instantaneous spray distributions. Exp Fluids 53, 531–543 (2012). https://doi.org/10.1007/s00348-012-1308-2
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DOI: https://doi.org/10.1007/s00348-012-1308-2