Sensor platform for non-invasive ubiquitous current sensing

Malinda Dilhara, J. Samarawickrama, S. Elvitigala
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Abstract

We present a novel non-invasive current measuring platform that estimates the current through a bundled cable. The sensor platform contains eight three axis magnetometer breakout sensors. We develop a regression model to estimate the current flowing in the wire using captured data from the sensor platform. The model in the paper demonstrated accurate results for current estimation of two core wire (7.2 mm diameter) with mean absolute error as low as 0.03 A and root mean square error as low as 0.06 A. This work can be used to develop a plug and play instrument that can non-invasively measure current in a system without disturbing its behavior in operating environment.
无创无处不在的电流传感平台
我们提出了一种新的非侵入式电流测量平台,该平台可以通过捆绑电缆估计电流。传感器平台包含八个三轴磁强计漏接传感器。我们开发了一个回归模型,利用从传感器平台捕获的数据来估计导线中的电流。本文模型对两芯线(直径7.2 mm)的电流估计结果准确,平均绝对误差低至0.03 A,均方根误差低至0.06 A。这项工作可用于开发一种即插即用仪器,该仪器可以无创地测量系统中的电流,而不会干扰其在操作环境中的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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