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Shevtsov D, Cao NL, Nguyen VC, Nong QQ, Le HQ, Nguyen DA, Zartsyn I, Kozaderov O. Progress in Sensors for Monitoring Reinforcement Corrosion in Reinforced Concrete Structures—A Review. SENSORS 2022; 22:s22093421. [PMID: 35591110 PMCID: PMC9099831 DOI: 10.3390/s22093421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/19/2022] [Accepted: 04/27/2022] [Indexed: 12/10/2022]
Abstract
Non-destructive monitoring methods and continuous monitoring systems based on them are crucial elements of modern systems for the management and maintenance of assets which include reinforced concrete structures. The purpose of our study was to summarise the data on the most common sensors and systems for the non-destructive monitoring of reinforced concrete structures developed over the past 20 years. We considered systems based on electrochemical (potentiometry, methods related to polarisation) and physical (electromagnetic and ultrasonic waves, piezoelectric effect, thermography) examination methods. Special focus is devoted to the existing sensors and the results obtained using these sensors, as well as the advantages and disadvantages of their setups or other equipment used. The review considers earlier approaches and available commercial products, as well as relatively new sensors which are currently being tested.
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Affiliation(s)
- Dmitry Shevtsov
- Faculty of Chemistry, Voronezh State University, Universitetskaya pl. 1, Voronezh 394018, Russia; (I.Z.); (O.K.)
- Correspondence: (D.S.); (N.L.C.); Tel.: +7-(952)-554-14-31 (D.S.); +84-(86)-245-26-09 (N.L.C.)
| | - Nhat Linh Cao
- Coastal Branch, Vietnam-Russia Tropical Centre, Nguyen Thien Thuat St., 30, Nha Trang 57127, Khanh Hoa, Vietnam; (V.C.N.); (Q.Q.N.); (H.Q.L.); (D.A.N.)
- Correspondence: (D.S.); (N.L.C.); Tel.: +7-(952)-554-14-31 (D.S.); +84-(86)-245-26-09 (N.L.C.)
| | - Van Chi Nguyen
- Coastal Branch, Vietnam-Russia Tropical Centre, Nguyen Thien Thuat St., 30, Nha Trang 57127, Khanh Hoa, Vietnam; (V.C.N.); (Q.Q.N.); (H.Q.L.); (D.A.N.)
| | - Quoc Quang Nong
- Coastal Branch, Vietnam-Russia Tropical Centre, Nguyen Thien Thuat St., 30, Nha Trang 57127, Khanh Hoa, Vietnam; (V.C.N.); (Q.Q.N.); (H.Q.L.); (D.A.N.)
| | - Hong Quan Le
- Coastal Branch, Vietnam-Russia Tropical Centre, Nguyen Thien Thuat St., 30, Nha Trang 57127, Khanh Hoa, Vietnam; (V.C.N.); (Q.Q.N.); (H.Q.L.); (D.A.N.)
| | - Duc Anh Nguyen
- Coastal Branch, Vietnam-Russia Tropical Centre, Nguyen Thien Thuat St., 30, Nha Trang 57127, Khanh Hoa, Vietnam; (V.C.N.); (Q.Q.N.); (H.Q.L.); (D.A.N.)
| | - Ilya Zartsyn
- Faculty of Chemistry, Voronezh State University, Universitetskaya pl. 1, Voronezh 394018, Russia; (I.Z.); (O.K.)
| | - Oleg Kozaderov
- Faculty of Chemistry, Voronezh State University, Universitetskaya pl. 1, Voronezh 394018, Russia; (I.Z.); (O.K.)
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Ultrasound-Based Smart Corrosion Monitoring System for Offshore Wind Turbines. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12020808] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
The ultrasound technique is a well-known non-destructive and efficient testing method for on-line corrosion monitoring. Wall thickness loss rate is the major parameter that defines the corrosion process in this approach. This paper presents a smart corrosion monitoring system for offshore wind turbines based on the ultrasound pulse-echo technique. The solution is first developed as an ultrasound testbed with the aim of upgrading it into a low-cost and low-power miniaturized system to be deployed inside offshore wind turbines. This paper discusses different important stages of the presented monitoring system as design methodology, the precision of the measurements, and system performance verification. The obtained results during the testing of a variety of samples show meaningful information about the thickness loss due to corrosion. Furthermore, the developed system allows us to measure the Time-of-Flight (ToF) with high precision on steel samples of different thicknesses and on coated steel samples using the offshore standard coating NORSOK 7A.
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Review recent developments in photoacoustic imaging and sensing for nondestructive testing and evaluation. Vis Comput Ind Biomed Art 2021; 4:6. [PMID: 33740149 PMCID: PMC7979856 DOI: 10.1186/s42492-021-00073-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 03/05/2021] [Indexed: 11/10/2022] Open
Abstract
Photoacoustic (PA) imaging has been widely used in biomedical research and preclinical studies during the past two decades. It has also been explored for nondestructive testing and evaluation (NDT/E) and for industrial applications. This paper describes the basic principles of PA technology for NDT/E and its applications in recent years. PA technology for NDT/E includes the use of a modulated continuous-wave laser and a pulsed laser for PA wave excitation, PA-generated ultrasonic waves, and all-optical PA wave excitation and detection. PA technology for NDT/E has demonstrated broad applications, including the imaging of railway cracks and defects, the imaging of Li metal batteries, the measurements of the porosity and Young’s modulus, the detection of defects and damage in silicon wafers, and a visualization of underdrawings in paintings.
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An Experimental and Statistical Study on Rebar Corrosion Considering the Temperature Effect Using Gaussian Process Regression. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10175937] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Temperature is an important factor that affects corrosion potential in rebars. The temperature effect must be removed from the corrosion potential for precise measurement of corrosion rates. To separate the temperature effect from the corrosion potential, in this study rebar specimens were not embedded in concrete but, instead, were placed in an uncontrolled air environment. Gaussian process regression (GPR) was applied to the temperature and the non-corrosion potential data in order to remove the temperature effect from the corrosion potential. The results indicated that the corrosion potential was affected by the temperature. Furthermore, the GPR models of all the experimental cases showed high coefficients of determination (R2 > 0.90) and low root mean square errors (RMSE < 0.08), meaning that these models had high reliability. The fitted GPR models were used to successfully remove the temperature effect from the corrosion potential. This demonstrates that the GPR method can be appropriately used to assess the temperature effect on rebar corrosion.
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Zhao Q, Zhou J, Xia Q, Zhang S, Zhang H. Non-Destructive Testing of Steel Corrosion Fluctuation Parameters Based on Spontaneous Magnetic Flux Leakage and Its Relationship with Steel Bar Diameter. MATERIALS 2019; 12:ma12244116. [PMID: 31835300 PMCID: PMC6947034 DOI: 10.3390/ma12244116] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/02/2019] [Accepted: 12/05/2019] [Indexed: 11/16/2022]
Abstract
In an actual structure, the arrangement of steel bars is complicated, there are many factors affecting the corrosion of steel bars, and these factors affect each other. However, accurately reflecting the corrosion of steel bars in actual engineering through theoretical calculations is difficult. Besides, it is impossible to detect and evaluate steel bars rust completely and accurately. This article is based on spontaneous magnetic leakage detection technology and adopts the method of stage corrosion and scanning along the reinforcing bar. Based on spontaneous magnetic flux leakage detection technology, the linear change rate of the tangential component curve of the magnetic flux leakage signal generated after the corrosion of a steel bar is studied, and a comparison is made between the steel bar coated concrete samples with different steel bar diameters. In this paper, the “origin of magnetic flux leakage signal” is defined as a reference point, which is convenient for effectively comparing the magnetic signal curves under all operating conditions. Besides, the “rust-magnetic fluctuation parameter” is proposed to accurately reflect the sudden change of leakage magnetic field caused by disconnection due to the corrosion of a steel bar. A new data processing method is provided for the non-destructive testing of steel corrosion using the spontaneous magnetic flux leakage effect, which can effectively reduce the influence of steel bar diameter on magnetic flux leakage signal and improve the precision of non-destructive testing technology of steel bar corrosion using the metal magnetic memory effect.
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Affiliation(s)
- Qingyuan Zhao
- State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing 400074, China; (Q.Z.); (J.Z.); (Q.X.); (S.Z.)
- College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China
| | - Jianting Zhou
- State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing 400074, China; (Q.Z.); (J.Z.); (Q.X.); (S.Z.)
- College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China
| | - Qianwen Xia
- State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing 400074, China; (Q.Z.); (J.Z.); (Q.X.); (S.Z.)
- College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China
| | - Senhua Zhang
- State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing 400074, China; (Q.Z.); (J.Z.); (Q.X.); (S.Z.)
- College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China
| | - Hong Zhang
- State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing 400074, China; (Q.Z.); (J.Z.); (Q.X.); (S.Z.)
- College of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China
- Correspondence: ; Tel.: +86-23-6265-2702
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Application of Thermal Image Data to Detect Rebar Corrosion in Concrete Structures. APPLIED SCIENCES-BASEL 2019. [DOI: 10.3390/app9214700] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Rebar corrosion monitoring techniques have been used in studies involving embedded sensors that can detect changes in the corrosion currents and the polarization resistance of rebars in large structures. Defect detection methods that employ infrared cameras are useful non-destructive testing methods to detect defects in concrete structures. However, the measurement results from these methods would vary depending upon several factors that affect thermography. Because of these reasons, they have not been able to provide sufficient reliability. The goal of this study is to develop a technique that uses infrared cameras to quantitatively measure rebar corrosion rates. To examine the impact of the cover thickness, the experiment variables were set at cover thicknesses of 10, 20, and 30 mm and rebar corrosion ratios of 0%, 1%, 3%, 5%, 7%, and 10%. Each variable was tested and a total of 60 specimens were created (i.e., 54 specimens and 6 preliminary specimens). In this study, corrosion was applied using an electrochemical corrosion method that employs Faraday’s law, i.e., the law of conservation of electric charge. The test results of height, width, and area of temperature distribution curve were analyzed, the height of temperature distribution curve was increased as the heating time was grown. In addition, the area of temperature distribution was varied dependent upon the corrosion rate and cover thickness.
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Yang D, Mei H, Wang L. Corrosion Measurement of the Atmospheric Environment Using Galvanic Cell Sensors. SENSORS 2019; 19:s19020331. [PMID: 30650633 PMCID: PMC6359278 DOI: 10.3390/s19020331] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 01/05/2019] [Accepted: 01/11/2019] [Indexed: 11/26/2022]
Abstract
An atmospheric corrosion monitor (ACM) is an instrument used to track the corrosion status of materials. In this paper, a galvanic cell sensor with a simple structure, flexible parameters, and low cost was proposed for constructing a novel ACM, which consisted of three layers: the upper layer was gold, used as the cathode; the lower layer was corroded metal, used as the anode; and the middle layer was epoxy resin, used to separate the cathode and anode. Typically, the anode and epoxy resin were hollowed out, and the hollow parts were filled with electrolyte when it was wet to form a corrosive galvanic cell. Specifically, the corrosion rate was obtained by measuring the short circuit current of the cell. The sensor was made of a printed circuit board (PCB) or flexible printed circuit (FPC) and a metal coupon, which allowed for early control of the electrical parameters (including sensitivity and capacity) and could be combined with various metals. Additionally, the sensor feasibility was studied in water droplet experiments, during which the corrosive current changed with the electrolyte evaporation. The sensor practicability was also verified in a salt spray test, and the electric charge was compared using the thickness loss of bare coupons. A contrast test was also conducted for the corrosivity of different sensors made of aluminum, iron and copper.
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Affiliation(s)
- Daiming Yang
- Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China.
| | - Hongwei Mei
- Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China.
| | - Liming Wang
- Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China.
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Surface Rust Detection Using Ultrasonic Waves in a Cylindrical Geometry by Finite Element Simulation. INFRASTRUCTURES 2018. [DOI: 10.3390/infrastructures3030029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Detection of early-stage corrosion on slender steel members is crucial for preventing buckling failures of steel structures. An active photoacoustic fiber optic sensor (FOS) system is reported herein for the early-stage steel corrosion detection of steel plates and rebars using surface ultrasonic waves. The objective of this study is to investigate a potential method for detecting surface corrosion/rust of steel rods using numerically simulated surface ultrasonic waves. The finite element method (FEM) was applied in the simulation of propagating ultrasonic waves on steel rod models. The pitch-catch mode of damage detection was adopted, in which one source (transmitter) and one sensor (receiver) were considered. In this research, radial displacements at the receiver were simulated and analyzed by short-time Fourier transform (STFT) for detecting, locating, and quantifying surface rust located between the transmitter and the receiver. From our time domain and frequency domain analyses, it was found that the presence, location, and dimensions (length, width, and depth) of surface rust can be estimated by ultrasonic wave propagation.
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