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High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor

机译:基于线性度调节的涡流位移传感器高精度标定

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摘要

High precision position control is essential in the process of parts manufacturing and assembling, where eddy current displacement sensors (ECDSs) are widely used owing to the advantages of non-contact sensing, compact volume, and resistance to harsh conditions. To solve the nonlinear characteristics of the sensors, a high-accuracy calibration method based on linearity adjustment is proposed for ECDSs in this paper, which markedly improves the calibration accuracy and then the measurement accuracy. After matching the displacement value and the output voltage of the sensors, firstly, the sensitivity is adjusted according to the specified output range. Then, the weighted support vector adjustment models with the optimal weight of the zero-scale, mid-scale and full-scale are established respectively to cyclically adjust the linearity of the output characteristic curve. Finally, the final linearity adjustment model is obtained, and both the calibration accuracy and precision are verified by the established calibration system. Experimental results show that the linearity of the output characteristic curve of ECDS adjusted by the calibration method reaches over 99.9%, increasing by 1.9–5.0% more than the one of the original. In addition, the measurement accuracy improves from 11–25 μm to 1–10 μm in the range of 6mm, which provides a reliable guarantee for high accuracy displacement measurement.
机译:高精度位置控制在零件制造和组装过程中至关重要,由于非接触式感应,紧凑的体积以及对恶劣条件的抵抗力,涡流位移传感器(ECDS)被广泛使用。针对传感器的非线性特性,提出了一种基于线性度调整的高精度校准方法,用于ECDSs,显着提高了校准精度,进而提高了测量精度。在使位移值与传感器的输出电压匹配之后,首先,根据指定的输出范围调整灵敏度。然后,分别建立具有最优权重的零标度,中标度和满标度的加权支持向量调整模型,以循环调整输出特性曲线的线性。最后,获得最终的线性调整模型,并通过建立的校准系统验证校准精度和精度。实验结果表明,通过校准方法调整后的ECDS输出特性曲线的线性度达到99.9%以上,比原始方法增加了1.9–5.0%。此外,在6mm的范围内,测量精度从11–25μm提高到1–10μm,这为高精度位移测量提供了可靠的保证。

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