极坐标下的介电常数成像方法:基于电磁动量的电容层析成像法

IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Yidan Yang , Guoqiang Liu , Jing Liu
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引用次数: 0

摘要

电容层析成像(ECT)被广泛应用于石油、化工和其他工业检测领域。电容层析成像方程是非线性的,其相应的逆问题是求解困难的,因此成像分辨率较低。ECT 技术检测的是标量数据。基于电磁动量互易定理的介电常数成像方法检测的是矢量数据,它比标量数据携带更多的信息。为了提高成像系统识别介电常数边界的能力,我们提出了极坐标系下的介电常数成像方法,其核心是基于电磁动量的电容层析成像(ECT-EMM)。ECT-EMM 原理包括电极移动方案和物体移动方案。我们从电容梯度重建电容梯度。我们采用了物体移动方案,并使用 Tikhonov 正则化算法通过电容梯度重建电容梯度。图像重建结果和图像评价指标表明,与 ECT 相比,所提出的方法能清晰地识别物体边界。在使用阈值滤波时,建议的方法表现更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A permittivity imaging method in the polar coordinates: Electrical capacitance tomography based on the electromagnetic momentum

Electrical capacitance tomography (ECT) is widely used in petroleum, chemical, and other industrial detection. The ECT equations are nonlinear, and their corresponding inverse problems are ill-posed, so the imaging resolution is low. The ECT technique detects scalar data. The permittivity imaging method based on the electromagnetic momentum reciprocity theorem detects vector data, which carries more information than scalar data. To improve the ability of the imaging system to recognise permittivity boundaries, we propose a permittivity imaging method in the polar coordinate system, which is centred on electrical capacitance tomography based on the electromagnetic momentum (ECT-EMM). ECT-EMM principle with the electrodes-moving scheme and the object-moving scheme is proposed. We reconstruct the permittivity gradient from the capacitance gradient. We adopt the object-moving scheme and use the Tikhonov regularisation algorithm to reconstruct the permittivity through the permittivity gradient. The image reconstruction results and image evaluation metrics show that the proposed method clearly recognises the object boundaries compared to ECT. The proposed method performs better when using threshold filtering.

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来源期刊
Flow Measurement and Instrumentation
Flow Measurement and Instrumentation 工程技术-工程:机械
CiteScore
4.30
自引率
13.60%
发文量
123
审稿时长
6 months
期刊介绍: Flow Measurement and Instrumentation is dedicated to disseminating the latest research results on all aspects of flow measurement, in both closed conduits and open channels. The design of flow measurement systems involves a wide variety of multidisciplinary activities including modelling the flow sensor, the fluid flow and the sensor/fluid interactions through the use of computation techniques; the development of advanced transducer systems and their associated signal processing and the laboratory and field assessment of the overall system under ideal and disturbed conditions. FMI is the essential forum for critical information exchange, and contributions are particularly encouraged in the following areas of interest: Modelling: the application of mathematical and computational modelling to the interaction of fluid dynamics with flowmeters, including flowmeter behaviour, improved flowmeter design and installation problems. Application of CAD/CAE techniques to flowmeter modelling are eligible. Design and development: the detailed design of the flowmeter head and/or signal processing aspects of novel flowmeters. Emphasis is given to papers identifying new sensor configurations, multisensor flow measurement systems, non-intrusive flow metering techniques and the application of microelectronic techniques in smart or intelligent systems. Calibration techniques: including descriptions of new or existing calibration facilities and techniques, calibration data from different flowmeter types, and calibration intercomparison data from different laboratories. Installation effect data: dealing with the effects of non-ideal flow conditions on flowmeters. Papers combining a theoretical understanding of flowmeter behaviour with experimental work are particularly welcome.
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