School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798, Singapore.
Sensors (Basel). 2010;10(12):11644-61. doi: 10.3390/s101211644. Epub 2010 Dec 21.
The electromechanical (EM) impedance technique using piezoelectric lead zirconate titanate (PZT) transducers for structural health monitoring (SHM) has attracted considerable attention in various engineering fields. In the conventional EM impedance technique, the EM admittance of a PZT transducer is used as a damage indicator. Statistical analysis methods such as root mean square deviation (RMSD) have been employed to associate the damage level with the changes in the EM admittance signatures, but it is difficult to determine the location of damage using such methods. This paper proposes a new approach by dividing the large frequency (30-400 kHz) range into sub-frequency intervals and calculating their respective RMSD values. The RMSD of the sub-frequency intervals (RMSD-S) will be used to study the severity and location of damage. An experiment is carried out on a real size concrete structure subjected to artificial damage. It is observed that damage close to the PZT changes the high frequency range RMSD-S significantly, while the damage far away from the PZT changes the RMSD-S in the low frequency range significantly. The relationship between the frequency range and the PZT sensing region is also presented. Finally, a damage identification scheme is proposed to estimate the location and severity of damage in concrete structures.
基于压电锆钛酸铅(PZT)换能器的机电(EM)阻抗技术在结构健康监测(SHM)领域得到了广泛关注。在传统的 EM 阻抗技术中,PZT 换能器的 EM 导纳被用作损伤指标。已采用均方根偏差(RMSD)等统计分析方法将损伤程度与 EM 导纳特征的变化相关联,但很难使用这些方法确定损伤的位置。本文提出了一种新方法,即将大频率(30-400 kHz)范围分为子频率间隔,并计算它们各自的 RMSD 值。子频率间隔的 RMSD(RMSD-S)将用于研究损伤的严重程度和位置。在一个受到人为损伤的真实尺寸混凝土结构上进行了实验。结果表明,靠近 PZT 的损伤会显著改变高频范围 RMSD-S,而远离 PZT 的损伤会显著改变低频范围 RMSD-S。还给出了频率范围与 PZT 传感区域之间的关系。最后,提出了一种损伤识别方案,用于估计混凝土结构中的损伤位置和严重程度。