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用于道路集成动态称重传感的智能石墨-水泥复合材料

Smart Graphite-Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing.

作者信息

Birgin Hasan Borke, D'Alessandro Antonella, Laflamme Simon, Ubertini Filippo

机构信息

Department of Civil and Environmental Engineering, University of Perugia, via Goffredo Duranti 93, 06125 Perugia, Italy.

Department of Civil, Iowa State University, Construction and Environmental Engineering, Ames, IA 50011, USA.

出版信息

Sensors (Basel). 2020 Aug 12;20(16):4518. doi: 10.3390/s20164518.

Abstract

Smart multifunctional composites exhibit enhanced physical and mechanical properties and can provide structures with new capabilities. The authors have recently initiated a research program aimed at developing new strain-sensing pavement materials enabling roadway-integrated weigh-in motion (WIM) sensing. The goal is to achieve an accurate WIM for infrastructure monitoring at lower costs and with enhanced durability compared to off-the-shelf solutions. Previous work was devoted to formulating a signal processing algorithm for estimating the axle number and weights, along with the vehicle speed based on the outputs of a piezoresistive pavement material deployed within a bridge deck. This work proposes and characterizes a suitable low-cost and highly scalable cement-based composite with strain-sensing capabilities and sufficient sensitivity to meet WIM signal requirements. Graphite cement-based smart composites are presented, and their electromechanical properties are investigated in view of their application to WIM. These composites are engineered for scalability owing to the ease of dispersion of the graphite powder in the cement matrix, and can thus be used to build smart sections of road pavements. The research presented in this paper consists of electromechanical tests performed on samples of different amounts of graphite for the identification of the optimal mix in terms of signal sensitivity. An optimum inclusion level of 20% by weight of cement is obtained and selected for the fabrication of a plate of 30 × 15 × 5 cm. Results from load identification tests conducted on the plate show that the proposed technology is capable of WIM.

摘要

智能多功能复合材料具有增强的物理和机械性能,并能为结构赋予新的功能。作者最近启动了一项研究计划,旨在开发新型应变传感路面材料,实现道路集成动态称重(WIM)传感。目标是以比现成解决方案更低的成本和更高的耐久性,实现用于基础设施监测的精确动态称重。先前的工作致力于制定一种信号处理算法,用于根据部署在桥面板内的压阻式路面材料的输出估计轴数、重量以及车速。这项工作提出并表征了一种合适的低成本且高度可扩展的具有应变传感能力且灵敏度足以满足动态称重信号要求的水泥基复合材料。介绍了石墨水泥基智能复合材料,并鉴于其在动态称重中的应用研究了它们的机电性能。由于石墨粉在水泥基体中易于分散,这些复合材料设计用于可扩展性,因此可用于构建道路路面的智能路段。本文提出的研究包括对不同石墨含量的样品进行机电测试,以确定在信号灵敏度方面的最佳混合比例。获得了水泥重量比为20%的最佳掺入水平,并选择用于制造一块30×15×5厘米的板。在该板上进行的载荷识别测试结果表明,所提出的技术能够实现动态称重。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4ef/7472024/90c1efe2b8f7/sensors-20-04518-g001.jpg

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