Browse > Article
http://dx.doi.org/10.5394/KINPR.2008.32.10.777

Flow Field Separating Technique in Bubbly Flow using Discrete Wavelet  

Jo, Hyo-Jae (Division of Shipbuilding & Ocean System Engineering, Korea Maritime University)
Doh, Deog-Hee (Division of Mechanical and Information Engineering, Korea Maritime University)
Choi, Je-Eun (Department of Mechanical Engineering, Nihon University)
Takei, Masahiro (Department of Mechanical Engineering, Nihon University)
Kang, Byung-Yoon (Leading Boat Development)
Abstract
Nowadays wavelet transforms are widely used for the analyses of PIV velocity vector fields. This is bemuse the wavelet provides not only spatial information of the velocity vectors but also of time and frequency domains. In this study, a discrete wavelet trC1f1$form has been applied to real PIV images of bubbly flows. The vector fields obtained by a self-made cross-correlation PIV algorithm were used for the discrete wavelet transform The performances of the discrete wavelet transform is investigated by changing the level of power of discretization. The decomposed images by the wavelet multiresolution showed conspicuous characteristics of the bubbly flows according to the level changes. The high spatial bubble concentrated area could be evaluated by the constructed discrete wavelet transform algorithm, at which high leveled wavelets could play a dominant roles to reveal the flow characteristics.
Keywords
PIV; Discrete wavelet transform; Flow characteristics; Bubbly flow;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Ozsoy, E., Rambaud, P., Stitou, A., and Riethmuler, M.L.(2005), 'Eddy characteristics in laminar cavity flow at very low mach number', Experiments in Fluids, Vol.38, No.2, pp.133-145.   DOI
2 Schram, C.(2004), "Wavelet based eddy structure education from a backward facing step flow investigated using particle image velocimetry", Experiments in Fluids, Vol.36, No.2, pp.233-245.   DOI
3 Farge, M.(1992), "Wavelet transforms and their applications to turbulence", Annual Review of Fluid Mechanics, vol.24, pp.395-457.   DOI   ScienceOn
4 Fujiwara, A., Minatio, D., and Hishida, K.(2004), "Effect of bubbles diameter on modification of turbulence in an upward pipe flow", International Journal of Heat and Fluid Flow, Vol.25, No. 3, pp.481-488.   DOI   ScienceOn
5 Camussi, R.(2002), "Coherent structure identification from wavelet analysis of particle image velocimetry data", Experiments in Fluids, Vol.32, No.1, pp.76-86.   DOI
6 Hassan, A.Y., Ortiz-Villafuerte, J., and Schmidl, W. D.(2001), "Three-dimensional measurements of single bubbles dynamics in a small diameter pipe using stereoscopic particle image velocimetry", International Journal of Multiphase Flow, Vol.27, Issue 5, pp.817-842.   DOI   ScienceOn
7 Hernandes, E. and Weiss, L.G.(1996), "A first course on wavelet" CRC.
8 Li, H., Hu, H., Kobayashi, T., Saga, T., and Taniguchi, N.(2002), "Wavelet multiresolution analysis of stereoscopic particle-image-velocimetry in lobed jet", American Institute of Aeronautics and Astronautics Journal, Vol.40, No.6, pp.1037-1046   DOI   ScienceOn
9 Li, H., Takei, M., Ochi, M., Saito, Y., and Horii, K.(1999), "Application of two-dimensional orthogonal wavelets to multiresolution image analysis of a turbulent jet", Transactions of the Japan Society for Aeronautical and Space Sciences, Vol.42, No.137, pp.120-127.
10 Takei, M., Ochi, M., Horii, K., Li, H., and Saito, Y.(2000), "Discrete wavelets auto-correlation of axial turbulence velocity in spiral single phase flow", Powder Technology, Vol.112, pp.289-298.   DOI   ScienceOn
11 Weng, W. G., Fan, W. C., Liao, G. X., and Qin, J.(2001), "Wavelet-based image denoising in (digital) particle image velocimetry", Signal Processing, Vol.81.