使用基于模糊逻辑的EMAT进行厚度测量
Yingjie Shi1,2, Shihui Tian1, Jiahong Jiang1
1Collaborative Innovation Center of Steel Technology, University of Science and Technology Beijing, Beijing 100083, China.
Sensors (Basel, Switzerland)
|July 13, 2024
概括
本研究提出了一种新的模糊逻辑组合方法,用于使用电磁超声波 (EMAT) 增强金属厚度测量. 该技术在工业应用中显著提高了范围和精度.
科学领域:
- 材料科学 材料科学 材料科学
- 非破坏性测试 不破坏性测试
- 超声波测量方法 超声波测量方法
背景情况:
- 准确的非接触金属厚度测量对于工业至关重要.
- 现有的超声波方法,包括电磁超声波 (EMAT),在范围和精度上有局限性.
- 这些限制阻碍了EMAT的广泛采用.
研究的目的:
- 为EMAT开发一种新的联合厚度测量方法.
- 通过提高范围和准确性来扩大EMAT的应用范围.
- 将模糊逻辑与超声波技术集成在一起,以提高性能.
主要方法:
- 利用一种新的综合方法,将模糊逻辑与超声波技术相结合.
- 使用短脉冲飞行时间 (TOF) 进行初始厚度估计.
- 包含使用共振,短脉冲回声和线性频率调制回声的二次测量,以模糊逻辑为指导.
主要成果:
- 实现了0.3-1000.0毫米的广泛测量范围.
- 证明了高水平的准确性,中位误差在±0.5mm内.
- 综合方法的性能优于传统的短脉冲回声技术.
结论:
- 新的模糊逻辑组合方法显著提高了金属厚度测量的EMAT性能.
- 与现有方法相比,这种方法提供了更广泛的测量范围和更高的精度.
- 该技术对各种工业应用具有巨大潜力,需要精确,非接触式厚度测量.
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