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高背景电导率溶液中电阻层析成像图像重建的信噪比方差影响。

Signal-to-noise ratio variance impact on the image reconstruction of electrical resistance tomography in solutions with high background conductivity.

机构信息

Laboratory for Computational Transport Phenomena (LFTC), Department of Postgraduate Studies in Mechanical Engineering, Universidade Federal do Espírito Santo (UFES), Vitória-ES 29075-910, Brazil.

Faculty of Engineering, Universidade Federal de Catalão (UFCAT), Catalão-State of Goiás 75705-220, Brazil.

出版信息

Rev Sci Instrum. 2022 Jul 1;93(7):074705. doi: 10.1063/5.0088296.

Abstract

Electrical Resistance Tomography (ERT) has the potentialities of non-intrusive techniques and high temporal resolution which are essential characteristics for multiphase flow measurements. However, high background conductivities, such as saline water in oil extraction, impose a limitation in ERT image reconstruction. Focusing on the operational limits of an ERT tomography system operating in different conductivity backgrounds from 0.010 to 4.584 S/m, the impact on the image reconstruction was assessed via signal-to-noise variance. The signal-to-noise ratio (SNR) variance had a strong correlation (p-value = 5.40 × 10) with the image reconstruction quality at the threshold of 30 dB, reaching a correlation value of r = -0.92 in the range of 0.010-0.246 S/m. Regarding the position error of the phantom, p-value = 1.30 × 10 and r = -0.66 were attained. The global results revealed that the correlation of the mean of the SNR (p-value = 5 × 10 and r = 0.55) was kept unaltered through the whole conductivity range, showing that such a statistical index can induce bias in establishing the operational limits of the hardware.

摘要

电阻层析成像(ERT)具有非侵入式技术和高时间分辨率的潜力,这是多相流测量的关键特性。然而,高背景电导率,如采油中的盐水,对 ERT 图像重建施加了限制。本研究聚焦于在 0.010 至 4.584 S/m 不同电导率背景下运行的 ERT 层析成像系统的操作限制,通过信噪比方差评估其对图像重建的影响。信噪比(SNR)方差与 30dB 阈值下的图像重建质量具有很强的相关性(p 值=5.40×10),在 0.010 至 0.246 S/m 范围内达到 r=-0.92 的相关值。至于仿体的位置误差,p 值=1.30×10 和 r=-0.66。总体结果表明,整个电导率范围内 SNR 均值的相关性(p 值=5×10 和 r=0.55)保持不变,表明这种统计指标可能会导致在确定硬件操作限制时产生偏差。

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