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A non intrusive low cost Arduino-based three phase sensor kit for electric power measuring

机译:一种基于Arduino的非侵入式低成本三相传感器套件,用于功率测量

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This article presents a kit to collect data of electric loads using a device that measures single-phase data and and second device that measures the input of three-phase main power supply of a house. To collect the data, we used current sensors based on an open magnetic core to measure the electromagnetic field induced by the current in the electric conducting wire in a non intrusive way. In particular, each sensor from the three-phase device wraps/encloses each phase without alignment. We conducted a data analysis for validation. Initially, we carried out a statistical analysis of the data on the three-phase device resulting an error of 9, 2% constituted by the noise of the sensors and Arduino, which required a calibration. The calibration was made by software. We present a method to calculate the neutral RMS without complex numbers using (Analysis of Variance) ANOVA and post hoc Tukey's multiple comparison test to assert the differences of measures among phases. We managed to validate the method using a measure reference. Based on the proposed kit, several applications can be developed, for example, energy disaggregation and smart measure.
机译:本文介绍了一种套件,该套件使用测量单相数据的设备和测量房屋三相主电源输入的第二个设备收集电负载数据。为了收集数据,我们使用了基于开放式磁芯的电流传感器,以非侵入性的方式测量了导电线中的电流所感应的电磁场。尤其是,三相设备中的每个传感器都会包裹/封闭每个相位而无需对齐。我们进行了数据分析以进行验证。最初,我们对三相设备上的数据进行了统计分析,得出的误差为9、2%,这是由传感器和Arduino的噪声构成的,需要进行校准。校准是通过软件进行的。我们提出了一种使用(方差分析)方差分析(ANOVA)和事后Tukey的多重比较检验来确定各相之间度量差异的无复数形式的中性RMS的计算方法。我们设法使用度量参考来验证该方法。基于建议的工具包,可以开发几种应用程序,例如能量分解和智能测量。

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