使用 LTSpice 进行三线 PT100 电阻温度检测器 (RTD) 的精确温度测量和误差分析

Q3 Chemical Engineering
Puteri Sarah Mohamad Saad, Nur Atikah Hanim Abdul Halim, Habibah Zulkefle, Nurfadzilah Ahmad, S. S. Sivaraju
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引用次数: 0

摘要

这项工作的重点是电阻温度依赖性(RTD)的温度测量和误差提取。热电阻以其高精度、线性度和稳定性而著称。然而,在热电阻中获得小于 1 的系统误差至关重要。如果系统需要在较宽的温度范围(-200°C 至 +800°C)内达到一定的精度水平,铂热电阻是一个理想的选择。因此,这项工作通过使用 LTSpice 模拟三线 PT100 热电阻,研究了热电阻的温度测量和误差提取。同时还进行了分析计算,以证明热电阻的误差,并将计算结果与模拟结果进行比较,以进行验证。结果发现,优化后的温度测量误差和百分比误差分别为 0.01°C 和 0.004%。结果发现,激励电流的 Vc 值、感应电阻器 (RSENSE) 值和参考电阻器 (RREF) 值对于最大化输出电压和测试集上的平均绝对误差 (MAE) 非常重要,从而深入了解了模型的整体拟合度、平均偏差和对异常值的敏感性。结果显示,光伏组件温度、辐照度和交流发电量之间存在很强的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Precision Temperature Measurement and Error Analysis for Three-Wire PT100 Resistance Temperature Detector (RTD) using LTSpice
This work focuses on temperature measurement and error extraction for Resistance Temperature Dependence (RTD). RTD is notable for its high accuracy, linearity, and stability. However, obtaining a system error of less than unity in RTD is critical. A platinum RTD is an ideal option if the system requires an accuracy level over a wide temperature range (-200°C to +800°C). Therefore, this work investigated the temperature measurement and extraction of error in RTD by simulating a three-wired PT100 RTD using LTSpice. The analytical calculations were also developed to demonstrate the RTD’s error and were compared with the simulation results for verification purposes. It was discovered that the optimized temperature measurement and percentage errors are 0.01°C and 0.004% respectively. The values of Vc, Sense Resistor (RSENSE), and Reference Resistor (RREF) for the excitation current were found to be significant to maximize the output voltage and mean absolute error (MAE) on the test set, offering insights into the model's overall fit, average deviation, and sensitivity to outliers. Results reveal strong correlations between PV module temperature, irradiance, and AC power generated.
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来源期刊
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences Chemical Engineering-Fluid Flow and Transfer Processes
CiteScore
2.40
自引率
0.00%
发文量
176
期刊介绍: This journal welcomes high-quality original contributions on experimental, computational, and physical aspects of fluid mechanics and thermal sciences relevant to engineering or the environment, multiphase and microscale flows, microscale electronic and mechanical systems; medical and biological systems; and thermal and flow control in both the internal and external environment.
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