基于响应面法的三维ECT传感器的设计与优化
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河北工业大学电子信息工程学院 天津 300401

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TN98

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RSM-based design and optimization of 3D ECT sensors
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Electronic Information Engineering,Hebei University of Technology,Tianjin 300401,China

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    摘要:

    基于空间静电磁场构建了电容层析成像(ECT)密集电极阵列传感器的三维有限元模型。分析了极板轴向高度、径向夹角和层间距对传感器电容动态范围和灵敏度均匀性性能的影响并确定优化区间,以图像相对误差、图像相关系数和空间图像误差为基础确立了传感器性能优化函数,并采用响应面法(RSM)对其结构参数进行了优化。结果表明,优化后的8×8密集电极阵列在管道油水两相流成像中显著提升了重建效果,图像相关系数提高9.4%,图像相对误差和空间图像误差分别降低了13.4%和15.2%。此外,还分析了结构参数之间的交互作用,以确保优化结果的稳健性。总体而言优化后的密集阵列具有更高的分辨率和精度,显示出该传感器在多相流检测中的应用潜力。

    Abstract:

    This study develops a three-dimensional finite-element model of a dense-electrode electric capacitance tomography (ECT) sensor under a quasi-static electrostatic field. How electrode-plate axial height, radial angle and interlayer spacing affect the capacitance dynamic range and the uniformity of sensitivity are investigated, and feasible design intervals are final determined. A composite performance objective function is constructed from the image relative error, image correlation coefficient and spatial image error, and the sensor geometry is optimized via response surface methodology (RSM). Results show that the optimized 8×8 dense electrode array markedly improves oil-water two-phase flow imaging: The image correlation coefficient is increased by 9.4%, and the image relative error and spatial image error are reduced by 13.4% and 15.2% respectively. Interaction effects among structural parameters are further analyzed to ensure robustness. The optimized dense array delivers higher resolution and accuracy, demonstrating strong potential of this ECT sensor for multiphase-flow measurement.

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鲁子佳,田汉民,田学民,王宇昊.基于响应面法的三维ECT传感器的设计与优化[J].电子测量技术,2026,49(13):56-62

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  • 在线发布日期: 2026-09-08
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