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Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor

Precise characterization of reinforcing bars (rebars) in a concrete structure is of significant importance for construction quality control and post-disaster safety evaluation. This paper integrates ground-penetrating radar (GPR) and electromagnetic induction (EMI) methods for simultaneous estimatio...

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Autores principales: Zhou, Feng, Chen, Zhongchang, Liu, Hai, Cui, Jie, Spencer, Billie F., Fang, Guangyou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163369/
https://www.ncbi.nlm.nih.gov/pubmed/30200606
http://dx.doi.org/10.3390/s18092969
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author Zhou, Feng
Chen, Zhongchang
Liu, Hai
Cui, Jie
Spencer, Billie F.
Fang, Guangyou
author_facet Zhou, Feng
Chen, Zhongchang
Liu, Hai
Cui, Jie
Spencer, Billie F.
Fang, Guangyou
author_sort Zhou, Feng
collection PubMed
description Precise characterization of reinforcing bars (rebars) in a concrete structure is of significant importance for construction quality control and post-disaster safety evaluation. This paper integrates ground-penetrating radar (GPR) and electromagnetic induction (EMI) methods for simultaneous estimation of rebar diameter and cover thickness. A prototype of GPR-EMI dual sensor is developed, and a calibration experiment is conducted to collect a standard EMI dataset corresponding to various rebar diameters and cover thicknesses. The handheld testing cart can synchronously collect both GPR and EMI data when moving on the concrete surface, from which a data processing algorithm is proposed to simultaneously estimate the rebar diameter and cover thickness. Firstly, by extracting the apex of the hyperbolic reflection from the rebar in the preprocessed GPR profile, the rebar position is determined and further used to extract the effective EMI curve. Then, the rebar diameter and cover thickness are simultaneously estimated from the minimum mean square error between the measured and calibrated EMI data under the constraint of the GPR-estimated cover thickness. A laboratory experiment is performed using four casted concrete specimens with 11 embedded steel rebars. The results show that the diameters of 10 rebars are correctly estimated out of the 11 rebars, and the maximum estimation error for the cover thickness is 6.7%. A field trial is carried out in a newly-constructed building, and the diameters of four tested rebars are all accurately estimated while the estimation errors of the cover thickness are less than 5%. It is concluded that the developed GPR-EMI dual sensor and the proposed algorithm can estimate the rebar diameter and cover thickness accurately by a single scan.
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spelling pubmed-61633692018-10-10 Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor Zhou, Feng Chen, Zhongchang Liu, Hai Cui, Jie Spencer, Billie F. Fang, Guangyou Sensors (Basel) Article Precise characterization of reinforcing bars (rebars) in a concrete structure is of significant importance for construction quality control and post-disaster safety evaluation. This paper integrates ground-penetrating radar (GPR) and electromagnetic induction (EMI) methods for simultaneous estimation of rebar diameter and cover thickness. A prototype of GPR-EMI dual sensor is developed, and a calibration experiment is conducted to collect a standard EMI dataset corresponding to various rebar diameters and cover thicknesses. The handheld testing cart can synchronously collect both GPR and EMI data when moving on the concrete surface, from which a data processing algorithm is proposed to simultaneously estimate the rebar diameter and cover thickness. Firstly, by extracting the apex of the hyperbolic reflection from the rebar in the preprocessed GPR profile, the rebar position is determined and further used to extract the effective EMI curve. Then, the rebar diameter and cover thickness are simultaneously estimated from the minimum mean square error between the measured and calibrated EMI data under the constraint of the GPR-estimated cover thickness. A laboratory experiment is performed using four casted concrete specimens with 11 embedded steel rebars. The results show that the diameters of 10 rebars are correctly estimated out of the 11 rebars, and the maximum estimation error for the cover thickness is 6.7%. A field trial is carried out in a newly-constructed building, and the diameters of four tested rebars are all accurately estimated while the estimation errors of the cover thickness are less than 5%. It is concluded that the developed GPR-EMI dual sensor and the proposed algorithm can estimate the rebar diameter and cover thickness accurately by a single scan. MDPI 2018-09-06 /pmc/articles/PMC6163369/ /pubmed/30200606 http://dx.doi.org/10.3390/s18092969 Text en © 2018 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
Zhou, Feng
Chen, Zhongchang
Liu, Hai
Cui, Jie
Spencer, Billie F.
Fang, Guangyou
Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title_full Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title_fullStr Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title_full_unstemmed Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title_short Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor
title_sort simultaneous estimation of rebar diameter and cover thickness by a gpr-emi dual sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163369/
https://www.ncbi.nlm.nih.gov/pubmed/30200606
http://dx.doi.org/10.3390/s18092969
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