A mathematical model and microcontroller-based method for measuring dielectric permittivity and discharge characteristics with Arduino ATmega 328: a case study in a physics laboratory

Q4 Engineering
Valentinus Galih, Vidia Putra, Ngadiyono
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引用次数: 0

Abstract

A microcontroller-based measuring instrument and a new mathematical model are used to investigate capacitor permittivity and dielectric materials' charge-discharge characteristics. In this study, a prototype capacitive permittivity measurement apparatus for dielectric materials was carefully developed using an Arduino microcontroller, a resistor, and a capacitor. The experimental setup comprises a capacitor-resistor circuit, wherein a 5-volt power supply sourced from the microcontroller interfaces with a computer. During the charging process, a comprehensive evaluation of model-data alignment was performed, yielding values of 0.54252156, 0.9951, and 111.2508701 for the sum of squares error (SSE), the coefficient of determination (R-squared), and the sum of squares total (SST), respectively. Similarly, the analysis extended to the discharging process, unveiling values of 5.10174756, 0.962805684, and 137.1647082 for SSE, R-squared, and SST, respectively. These findings confirm the accuracy of the microcontroller that was programmed by incorporating a model in precisely measuring the relative permittivity of dielectric materials and capacitance values, with an R-squared value above 0.95 following capacitor literature benchmarks. The novelty of this study is that this configuration enabled the precise assessment of both permittivity and the charge-discharge characteristics of the dielectric materials within the capacitor. This methodology made it possible to accurately measure the permittivity and charge-discharge characteristics of dielectric materials within a capacitor. The scientific significance of this research lies in its ability to provide a carefully developed instrument capable of investigating the permittivity of dielectric materials and capacitor capacitance measurements. Scholars, international engineering communities, and academics can use this technological breakthrough to advance research into dielectric material properties and capacitor characteristics.
利用 Arduino ATmega 328 测量介电常数和放电特性的数学模型和基于微控制器的方法:物理实验室案例研究
利用基于微控制器的测量仪器和新的数学模型来研究电容器的电容率和介电材料的充放电特性。本研究利用 Arduino 微控制器、电阻器和电容器精心开发了介电材料电容介电率测量仪器原型。实验装置包括一个电容器-电阻器电路,其中微控制器提供的 5 伏电源与计算机相连。在充电过程中,对模型与数据的一致性进行了全面评估,得出的平方误差总和(SSE)、判定系数(R-平方)和平方总和(SST)值分别为 0.54252156、0.9951 和 111.2508701。同样,分析扩展到排放过程,得出的平方误差总和 (SSE)、判定系数 (R 方) 和平方总和 (SST) 值分别为 5.10174756、0.962805684 和 137.1647082。这些发现证实了通过结合模型编程的微控制器在精确测量介电材料相对介电率和电容值方面的准确性,其 R 平方值高于 0.95,符合电容器文献基准。这项研究的新颖之处在于,这种配置能够精确评估电容器内介电材料的介电系数和充放电特性。这种方法使得精确测量电容器内介电材料的介电系数和电荷放电特性成为可能。这项研究的科学意义在于它能够提供一种精心研制的仪器,能够研究介电材料的介电常数和测量电容器的电容。学者、国际工程界和学术界可以利用这一技术突破,推动对介电材料特性和电容器特性的研究。
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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来源期刊
CiteScore
0.10
自引率
0.00%
发文量
8
审稿时长
10 weeks
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