使用嵌入式压电传感器监测大体积混凝土抗压强度的增加

Demi Ai, Chaokun Chen, Hongping Zhu
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摘要

本研究将机电阻抗(EMI)技术扩展到大体积混凝土 28 天龄期强度增长监测,尽管该技术已在实验室规模的混凝土试件强度监测中得到验证。我们提出了用于 EMI 监测的嵌入式压电(PZT)传感器,即由两层夹心铝浆包裹的铝嵌入式 PZT(AEP)。首先通过有限元分析验证了 AEP 的可操作性,然后通过数值建模和事先的热测试评估了水化热对 AEP 的 EMI 信号的影响。在实验中,在不同位置布置了四个 AEP 传感器,用于监测大体积混凝土试件的强度增加。作为对比,还采用了成熟度法来估算试样的强度。分析了 EMI 信号的特征及其统计指数,包括均方根偏差 (RMSD) 和平均绝对百分比偏差 (MAPD),并将其与大体积混凝土的强度发展联系起来。监测结果表明,AEP 传感器能够识别大体积混凝土的强度增长。RMSD/MAPD 指数值与抗压强度之间的对数函数完美地预测了强度的发展,可进一步用于现实生活和现场应用。
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Monitoring of compressive strength gain in mass concrete using embedded piezoelectric transducers
This study extended the electromechanical impedance (EMI) technique to monitor the 28‐day age of strength gain in mass concrete, although it has been validated in strength monitoring of a lab‐scaled concrete specimen. Embedded piezoelectric (PZT) transducer, namely, aluminum embedded PZT (AEP), that was wrapped by two sandwich aluminum pastes was proposed for EMI monitoring. The workability of the AEP was first verified via finite element analysis, where the effect of hydration heat on the EMI signature of the AEP was evaluated via numerical modeling and prior thermal test. In the experiment, totally four AEP transducers arranged at different loci were applied to monitor strength gain in a mass concrete specimen. As a comparison, the maturity method was also performed to estimate the strength of the specimen. Characteristics of EMI signature and its statistical indices including root mean square deviation (RMSD) and mean absolute percentage deviation (MAPD) were analyzed and correlated to strength development in mass concrete. Monitoring results indicated that the AEP transducers were capable of identifying the strength gain of mass concrete. The logarithmic function between the RMSD/MAPD index values and compressive strength perfectly predicted the strength development, which could be further employed for real‐life and in situ applications.
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