Acceleration data acquisition and processing system for structural health monitoring

H. Herranen, A. Kuusik, T. Saar, M. Reidla, R. Land, O. Martens, J. Majak
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引用次数: 8

Abstract

A measurement system has been developed and investigated to acquire and process the acceleration data, from the array of MEMS sensors, for the structural health monitoring applications. The current solutions includes up to 20 analog sensor boards, each with ADXL326 and ADXL377 MEMS type sensors (from Analog Device, with range of ±16g or ±200g), the data acquisition box USB-6259 (from National Instruments) with the 16-bit aggregated 1Ms/s data throughput, and data acquisition and processing software, implemented as an LabView application for the PC. Accuracy, calibration and other metrological issues have been investigated, including noise parameters and its spectra in the system and non-linearity of the sensors. The estimation of the displacements from the acceleration has been investigated, to characterize the non-linearity of the sensors and also for possible special additional measurement feature of the system. It has found, that For calibration of the acceleration and further inclination calculation the use of the natural gravitation of the earth could be used. Accuracy of the retrieving of the inclination data from the 3D acceleration sensors is under research, as well as stability in the time and temperature. Also, an example of the practical usage of the proposed system has been investigated. A section of the real-life composite boat has been equipped with the array of the sensor boards and mechanical pulse excitation has been applied to the construction with sensors. Characteristic frequencies have been extracted in the experiments, for further analysis of the variations and deviations of the parameters of the structures, being under test.
结构健康监测加速度数据采集与处理系统
本文开发并研究了一种测量系统,用于获取和处理来自MEMS传感器阵列的加速度数据,用于结构健康监测。目前的解决方案包括多达20个模拟传感器板,每个模拟传感器板都带有ADXL326和ADXL377 MEMS型传感器(来自analog Device,范围为±16g或±200g),数据采集盒USB-6259(来自National Instruments),具有16位总计1Ms/s的数据吞吐量,以及数据采集和处理软件,作为PC的LabView应用程序实现。研究了精度、校准和其他计量问题,包括系统中的噪声参数及其光谱和传感器的非线性。研究了由加速度引起的位移的估计,以表征传感器的非线性以及系统可能的特殊附加测量特征。研究发现,利用地球的自然引力可以用于加速度的标定和进一步的倾角计算。从三维加速度传感器中提取倾角数据的精度以及在时间和温度上的稳定性正在研究中。此外,还研究了该系统的实际应用实例。在真实的复合材料船的一部分上安装了传感器板阵列,并将机械脉冲激励应用于传感器的构造。在实验中提取了特征频率,用于进一步分析被测结构参数的变化和偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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