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基于模糊逻辑的电磁超声换能器厚度测量

Thickness Measurements with EMAT Based on Fuzzy Logic.

作者信息

Shi Yingjie, Tian Shihui, Jiang Jiahong, Lei Tairan, Wang Shun, Lin Xiaobo, Xu Ke

机构信息

Collaborative Innovation Center of Steel Technology, University of Science and Technology Beijing, Beijing 100083, China.

Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, China.

出版信息

Sensors (Basel). 2024 Jun 22;24(13):4066. doi: 10.3390/s24134066.

Abstract

Metal thickness measurements are essential in various industrial applications, yet current non-contact ultrasonic methods face limitations in range and accuracy, hindering the widespread adoption of electromagnetic ultrasonics. This study introduces a novel combined thickness measurement method employing fuzzy logic, with the aim of broadening the applicational scope of the EMAT. Leveraging minimal hardware, this method utilizes the short pulse time-of-flight (TOF) technique for initial thickness estimation, followed by secondary measurements guided by fuzzy logic principles. The integration of measurements from the resonance, short pulse echo, and linear frequency modulation echo extends the measurement range while enhancing accuracy. Rigorous experimental validation validates the method's effectiveness, demonstrating a measurement range of 0.3-1000.0 mm with a median error within ±0.5 mm. Outperforming traditional methods like short pulse echoes, this approach holds significant industrial potential.

摘要

金属厚度测量在各种工业应用中至关重要,但目前的非接触超声方法在测量范围和精度方面存在局限性,阻碍了电磁超声技术的广泛应用。本研究引入了一种采用模糊逻辑的新型组合厚度测量方法,旨在拓宽电磁超声换能器(EMAT)的应用范围。该方法利用最少的硬件,采用短脉冲飞行时间(TOF)技术进行初始厚度估计,然后在模糊逻辑原理的指导下进行二次测量。共振、短脉冲回波和线性调频回波测量的整合扩展了测量范围,同时提高了精度。严格的实验验证证实了该方法的有效性,测量范围为0.3 - 1000.0毫米,中值误差在±0.5毫米以内。该方法优于短脉冲回波等传统方法,具有巨大的工业应用潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f7/11244354/bb1c0e5fdcc8/sensors-24-04066-g001.jpg

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