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首页> 外文期刊>Journal of Sensor Technology >Precision Active Bridge Circuit for Measuring Incremental Resistance with ANN Compensation of Excitation Voltage Variation
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Precision Active Bridge Circuit for Measuring Incremental Resistance with ANN Compensation of Excitation Voltage Variation

机译:精确的有源桥电路,用于通过激励电压变化的ANN补偿来测量增量电阻

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The present work deals with the development of low cost, appreciably accurate precision electronic circuit for resistive sensor where measurement of the incremental resistance change with high degree of accuracy is essential. A linear and sensitive active half bridge circuit requiring only few components for its hardware implementation has been proposed for measuring very small resistance change due to change in physical quantity or chemical analytes. Theory of the proposed active bridge circuit has been discussed and experimental results have been compared with conventional bridge circuit. Initial measurements are made with Pt-100 Strain gauge sensor but it can be extended to other resistive sensors of practical importance. Results show that the active bridge circuit is almost four times more sensitive than conventional half bridge circuit and two times more sensitive than full Wheatstone bridge circuit. Studies have also been made to analyze the errors due to ambient temperature, connecting lead resistance and dc excitation voltage. Experimental results show that output of the circuit has negligible effect on ambient temperature and connecting lead resistance. The error due to excitation voltage has been compensated using Artificial Neural Network (ANN) based inverse modeling technique.
机译:当前的工作涉及用于电阻传感器的低成本,相当精确的精密电子电路的开发,其中以高精度测量增量电阻变化是必不可少的。已经提出了一种线性且灵敏的有源半桥电路,其仅需很少的组件即可用于其硬件实现,以测量由于物理量或化学分析物的变化而引起的很小的电阻变化。讨论了所提出的有源桥电路的理论,并将实验结果与常规桥电路进行了比较。初始测量是使用Pt-100应变仪传感器进行的,但可以扩展到其他具有实际重要性的电阻传感器。结果表明,有源桥电路的灵敏度几乎是传统半桥电路的四倍,而灵敏度则是全惠斯通电桥电路的两倍。还进行了研究以分析由于环境温度,连接引线电阻和直流激励电压引起的误差。实验结果表明,该电路的输出对环境温度和连接引线电阻的影响可忽略不计。激励电压引起的误差已使用基于人工神经网络(ANN)的逆建模技术进行了补偿。

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