基于梯度投影算法的MIEC速度传感器磁体尺寸优化

IF 1.5
Yiru Xiao;Jikai Zhang;Yaoting Han;Yanting Chen;Kangxuan Deng;Grzegorz Tytko;Yihua Kang;Bo Feng
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引用次数: 0

摘要

运动感应涡流(MIEC)测试方法已经成功地应用于速度测量中,其中传感器的性能高度依赖于永磁体的尺寸。本文提出了一种基于梯度投影算法的优化方法,以确定磁体的最佳尺寸,提高测量灵敏度。首先,基于二维理论模型分析了MIEC的工作原理。随后,利用梯度投影算法建立了基于优化的数学模型,并得到了相应的优化结果。最后,利用旋转铝盘平台进行了实验验证。结果表明,在实际尺寸为40 mm宽、30 mm高的范围内,优化后的永磁体尺寸为27.6 mm宽、30 mm高,测量灵敏度最佳。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of Magnet Dimension for MIEC Speed Sensor Using Gradient Projection Algorithm
Motion-induced eddy current (MIEC) testing method has been successfully applied in speed measurement, where the performance of the sensor is highly dependent on the dimensions of the permanent magnet. In this article, an optimization method based on the gradient projection algorithm is proposed to determine the optimal magnet dimensions and enhance measurement sensitivity. First, the principle of MIEC is analyzed based on a 2-D theoretical model. Subsequently, an optimization-based mathematical model employing the gradient projection algorithm is developed, and the corresponding optimized results are obtained. Finally, experimental validation is conducted using a rotating aluminum disk platform. The results indicate that, within the practical dimensional ranges of 40 mm in width and 30 mm in height, the optimized permanent magnet dimensions are with a width of 27.6 mm and a height of 30 mm, which yield the best measurement sensitivity.
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