Resolving Gas Bubbles Ascending in Liquid Metal from Low-SNR Neutron Radiography Images

被引:9
|
作者
Birjukovs, Mihails [1 ]
Trtik, Pavel [2 ]
Kaestner, Anders [2 ]
Hovind, Jan [2 ]
Klevs, Martins [1 ]
Gawryluk, Dariusz Jakub [3 ]
Thomsen, Knud [2 ]
Jakovics, Andris [1 ]
机构
[1] Univ Latvia, Inst Numer Modelling, Jelgavas 3, LV-1004 Riga, Latvia
[2] Paul Scherrer Inst, Res Neutrons & Muons, Forsch Str 111, CH-5232 Villigen, Switzerland
[3] Paul Scherrer Inst, Lab Multiscale Mat Expt, Forsch Str 111, CH-5232 Villigen, Switzerland
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 20期
关键词
dynamic neutron imaging; image processing; denoising; segmentation; low signal-to-noise ratio (SNR); bubble flow; liquid metal; two-phase flow; metohydrodynamics (MHD); 2-PHASE FLOW; VISUALIZATION; COALESCENCE; DYNAMICS; MOTION; RISE;
D O I
10.3390/app11209710
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
We demonstrate a new image processing methodology for resolving gas bubbles travelling through liquid metal from dynamic neutron radiography images with an intrinsically low signal-to-noise ratio. Image pre-processing, denoising and bubble segmentation are described in detail, with practical recommendations. Experimental validation is presented-stationary and moving reference bodies with neutron-transparent cavities are radiographed with imaging conditions representative of the cases with bubbles in liquid metal. The new methods are applied to our experimental data from previous and recent imaging campaigns, and the performance of the methods proposed in this paper is compared against our previously achieved results. Significant improvements are observed as well as the capacity to reliably extract physically meaningful information from measurements performed under highly adverse imaging conditions. The showcased image processing solution and separate elements thereof are readily extendable beyond the present application, and have been made open-source.
引用
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页数:40
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