使用外部激发/单接收器配置对酸盐表面处理的脉冲回声超声验证:基于ROC的混凝土样品分化
Libor Topolář1, Lukáš Kalina2, David Markusík2
1Faculty of Civil Engineering, Brno University of Technology, Veveří 331/95, 602 00 Brno, Czech Republic.
Materials (Basel, Switzerland)
|August 28, 2025
概括
本研究提出了一种非破坏性的超声波方法来识别水泥表面处理. 脉冲回声技术有效地区分不同的酸盐溶液,使用信号分析进行质量控制.
科学领域:
- 材料科学
- 非破坏性测试
- 听力学
背景情况:
- 表面处理提高了水泥材料的耐用性.
- 精确验证治疗疗效对于效果至关重要.
- 现有的方法可能具有破坏性或缺乏现场适用性.
研究的目的:
- 评估一种非破坏性的超声波脉冲回声方法,用于识别水泥材料的表面处理.
- 评估时间域信号参数在量化处理引起的声学变化的可靠性.
- 开发一种可适应现场的酸盐表面处理质量控制方案.
主要方法:
- 采用了一种紧的脉冲回声超声波系统,只有一个接收器和一个外部发射器.
- 分析了未经处理的,酸盐处理的和基醇增强的酸盐处理样本的反射回声.
- 包括振幅,RMS电压,能量和持续时间在内的信号参数被提取.
- 接收器操作特征 (ROC) 分析量化了分辨能力.
主要成果:
- 在区分涉及烯糖醇的治疗中,获得了优异的分类性能 (AUC ≥ 0. 96).
- 在未经处理和标准酸盐处理的样本之间观察到适度的分离 (AUC ≈ 0. 61).
- 在最佳情景中,最佳截止值的灵敏度和特异性超过96%.
结论:
- 单接收器,单面脉冲回声超声波方法对于酸盐表面处理的质量控制是有效的.
- 这种方法是快速的,具有成本效益的,适合在现场应用.
- 这项研究弥合了实验室超声波表征和表面处理的实际现场验证之间的差距.
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