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

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) se...

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Autores principales: Birgin, Hasan Borke, D’Alessandro, Antonella, Laflamme, Simon, Ubertini, Filippo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472024/
https://www.ncbi.nlm.nih.gov/pubmed/32806752
http://dx.doi.org/10.3390/s20164518
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author Birgin, Hasan Borke
D’Alessandro, Antonella
Laflamme, Simon
Ubertini, Filippo
author_facet Birgin, Hasan Borke
D’Alessandro, Antonella
Laflamme, Simon
Ubertini, Filippo
author_sort Birgin, Hasan Borke
collection PubMed
description 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(3). Results from load identification tests conducted on the plate show that the proposed technology is capable of WIM.
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spelling pubmed-74720242020-09-17 Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing Birgin, Hasan Borke D’Alessandro, Antonella Laflamme, Simon Ubertini, Filippo Sensors (Basel) Article 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(3). Results from load identification tests conducted on the plate show that the proposed technology is capable of WIM. MDPI 2020-08-12 /pmc/articles/PMC7472024/ /pubmed/32806752 http://dx.doi.org/10.3390/s20164518 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Birgin, Hasan Borke
D’Alessandro, Antonella
Laflamme, Simon
Ubertini, Filippo
Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title_full Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title_fullStr Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title_full_unstemmed Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title_short Smart Graphite–Cement Composite for Roadway-Integrated Weigh-In-Motion Sensing
title_sort smart graphite–cement composite for roadway-integrated weigh-in-motion sensing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472024/
https://www.ncbi.nlm.nih.gov/pubmed/32806752
http://dx.doi.org/10.3390/s20164518
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