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  • Article
  • Open Access
5 Citations
5,926 Views
25 Pages

2 April 2021

Corrosion in the oil and gas industry represents one of the major problems that affect oil production and transportation processes. Several corrosion-inspection technologies are in the market to detect internal and external corrosion of oil storage t...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
16 Citations
5,418 Views
18 Pages

23 February 2019

Corrosion of main steel reinforcement is one of the most significant causes of structural

deterioration and durability reduction. This research proposes a two-level detection strategy to

locate and quantify corrosion damage via a new kind of long-gauge...

(This article belongs to the Special Issue Fiber Optic Sensors for Structural and Geotechnical Monitoring)
  • Article
  • Open Access
1 Citations
2,132 Views
14 Pages

We present a corrosion-resistant quadrupole ion trap mass spectrometer (QIT-MS) for the direct detection of biosignature gasses in chemically reactive planetary atmospheres, such as Venusian clouds. The system employs a Paul trap with hyperbolic tita...

  • Article
  • Open Access
4 Citations
3,517 Views
25 Pages

Resonant Eddy Current Sensor Design for Corrosion Detection of Reinforcing Steel

  • Upeksha Chathurani Thibbotuwa,
  • Ainhoa Cortés,
  • Aurora María Casado and
  • Andoni Irizar

28 June 2024

This paper introduces an LC resonator-based single-frequency eddy current (EC) sensor designed for corrosion detection in reinforcing bars (rebars) embedded within concrete structures. The work addresses the challenges of the limited detection ranges...

(This article belongs to the Special Issue Electromagnetic Non-Destructive Testing and Evaluation)
  • Feature Paper
  • Article
  • Open Access
7 Citations
2,999 Views
12 Pages

15 January 2022

Corrosion monitoring and management has been at the center of structural health monitoring protocols due to its damaging effects on metallic structures. Current corrosion prevention and management programs often fail to include environmental factors...

(This article belongs to the Special Issue Applications of Graphene Family Materials for Environmental Sensing)
  • Article
  • Open Access
8 Citations
2,458 Views
19 Pages

28 September 2023

Steel rebar corrosion is one of the predominant factors influencing the durability of marine and offshore reinforced concrete structures, resulting in economic loss and the potential threat to human safety. Distributed fiber optic sensors (DFOSs) hav...

(This article belongs to the Special Issue Optical Fiber Sensor Technology for Structural Health Monitoring)
  • Article
  • Open Access
5 Citations
2,605 Views
23 Pages

19 May 2024

In this paper, a new sensor is proposed to efficiently gather crucial information on corrosion phenomena and their progression within steel components. Fabricated with plastic optical fibers (POF), the sensor can detect corrosion-induced physical cha...

(This article belongs to the Special Issue Specialty Optical Fiber-Based Sensors)
  • Article
  • Open Access
6 Citations
2,887 Views
28 Pages

Experimental Investigation for Monitoring Corrosion Using Plastic Optical Fiber Sensors

  • Liang Hou,
  • Shinichi Akutagawa,
  • Yuki Tomoshige and
  • Takashi Kimura

29 January 2024

The timely and cost-effective identification of the onset of corrosion and its progress would be critical for effectively maintaining structural integrity. Consequently, a series of fundamental experiments were conducted to capture the corrosion proc...

(This article belongs to the Special Issue Specialty Optical Fiber-Based Sensors)
  • Article
  • Open Access
5 Citations
4,590 Views
17 Pages

Ferrous objects, especially those that are additionally exposed to harsh environments, e.g., high humidity, have the common problem of suffering aggressive corrosion processes. Without a precaution, this leads in many cases to a limited functionality...

(This article belongs to the Special Issue Feature Papers – Chemical Sensors for Industrial Applications, Environmental, and Food Monitoring)
  • Article
  • Open Access
2 Citations
3,036 Views
16 Pages

10 January 2022

In terms of the structural health inspection of storage tanks by ultrasonic guided wave technology, many scholars are currently focusing on the tanks’ floor and walls, while little research has been conducted on storage tank roofs. However, the...

(This article belongs to the Special Issue Piezoelectric Sensors Application)
  • Feature Paper
  • Article
  • Open Access
2 Citations
2,610 Views
19 Pages

25 January 2024

A large portion of the pipe infrastructure used in the chemical processing industry is susceptible to corrosion under insulation (CUI). Eddy current-based magnetic sensing is one of the methods that can be used as an early detector of this corrosion....

(This article belongs to the Special Issue Magnetic Sensor and Its Applications)
  • Article
  • Open Access
4 Citations
2,944 Views
10 Pages

18 February 2021

A simple galvanic sensor was developed to determine the onset of iron corrosion under conditions similar to those used for removing the iron oxide (magnetite) layer from steam boilers with a hy-drochloric acid solution. Since the potentials of magnet...

  • Article
  • Open Access
24 Citations
8,357 Views
17 Pages

24 February 2017

Metallic coatings using thermal spraying techniques are widely applied to structural steels to protect infrastructure against corrosion and improve durability of the associated structures for longer service life. The thermal sprayed metallic coatings...

(This article belongs to the Special Issue Coatings for Corrosion Mitigation)
  • Article
  • Open Access
6 Citations
3,680 Views
28 Pages

Cost-Effective Corrosion Detection Sensor for Above-Ground Oil and Gas Flowlines

  • Nader Vahdati,
  • Oleg Shiryayev,
  • Shahid M. Parapurath,
  • Fook F. Yap and
  • Haider Butt

4 November 2022

A sensor for monitoring of the external corrosion of small-diameter aboveground oil and gas pipelines (called flowlines), based on fiber-optic strain sensing, is proposed. The working principle of our proposed sensor relies on the use of a pre-stress...

(This article belongs to the Special Issue Sensors for Vibration Control and Structural Health Monitoring)
  • Article
  • Open Access
62 Citations
9,508 Views
18 Pages

Monitoring the Corrosion Process of Reinforced Concrete Using BOTDA and FBG Sensors

  • Jianghong Mao,
  • Jiayun Chen,
  • Lei Cui,
  • Weiliang Jin,
  • Chen Xu and
  • Yong He

15 April 2015

Expansion and cracking induced by the corrosion of reinforcement concrete is the major factor in the failure of concrete durability. Therefore, monitoring of concrete cracking is critical for evaluating the safety of concrete structures. In this pape...

(This article belongs to the Special Issue Novel Sensors for Non-Destructive Testing and Structural Health Monitoring)
  • Article
  • Open Access
7 Citations
5,119 Views
8 Pages

Corrosion Detection by Infrared Attenuated Total Reflection Spectroscopy via Diamond-Like Carbon-Coated Silicon Wafers and Iron-Sensitive Dyes

  • Dervis Türkmen,
  • Carina Dettenrieder,
  • Pontus Forsberg,
  • Andreas Mattsson,
  • Fredrik Nikolajeff,
  • Lars Österlund,
  • Mikael Karlsson and
  • Boris Mizaikoff

1 August 2019

The durability of metal-based constructions, especially those containing reinforced concrete, is mainly limited by corrosion processes. Diamond-like carbon (DLC)-coated silicon (Si) wafers provide a chemically inert and mechanically robust sensing in...

(This article belongs to the Special Issue Waveguide-Based Sensors)
  • Communication
  • Open Access
4 Citations
2,034 Views
9 Pages

A Disposable Soft Magnetic Ribbon Impedance-Based Sensor for Corrosion Monitoring

  • Izabella Berman,
  • Jagannath Devkota,
  • Kee Young Hwang and
  • Manh-Huong Phan

13 May 2023

We present a new approach for the real-time monitoring of chemical corrosion based on radio-frequency (RF) impedance technology and soft ferromagnetic ribbons. The impedance (Z) of a commercial METGLAS® 2714A ribbon was measured in real time for...

(This article belongs to the Section Nanotechnology and Applied Nanosciences)
  • Erratum
  • Open Access
1 Citations
2,612 Views
1 Page

26 July 2019

The authors wish to make the following erratum to this paper [...]

(This article belongs to the Special Issue Fiber Optic Sensors for Structural and Geotechnical Monitoring)
  • Article
  • Open Access
42 Citations
9,841 Views
16 Pages

External Corrosion Detection of Oil Pipelines Using Fiber Optics

  • Nader Vahdati,
  • Xueting Wang,
  • Oleg Shiryayev,
  • Paul Rostron and
  • Fook Fah Yap

26 January 2020

Oil flowlines, the first “pipeline” system connected to the wellhead, are pipelines that are 5 to 30.5 cm (two to twelve inches) in diameter, most susceptible to corrosion, and very difficult to inspect. Herein, an external corrosion dete...

(This article belongs to the Special Issue Optical Sensors for Structural Health Monitoring)
  • Article
  • Open Access
27 Citations
8,612 Views
15 Pages

A Corrosion Sensor for Monitoring the Early-Stage Environmental Corrosion of A36 Carbon Steel

  • Dong Chen,
  • Max Yen,
  • Paul Lin,
  • Steve Groff,
  • Richard Lampo,
  • Michael McInerney and
  • Jeffrey Ryan

8 August 2014

An innovative prototype sensor containing A36 carbon steel as a capacitor was explored to monitor early-stage corrosion. The sensor detected the changes of the surface- rather than the bulk- property and morphology of A36 during corrosion. Thus it w...

(This article belongs to the Special Issue Corrosion of Materials)
  • Article
  • Open Access
8 Citations
5,671 Views
12 Pages

A Prototype of an Electromagnetic Induction Sensor for Non-Destructive Estimation of the Presence of Corrosive Chemicals Ensuing Concrete Corrosion

  • Kabir A. Mamun,
  • Ravin N. Deo,
  • F. R. Islam,
  • Hemanshu R. Pota,
  • Aneesh A. Chand,
  • Kushal A. Prasad and
  • Aisake Cakacaka

26 April 2019

The corrosion of steel reinforcement in concrete often leads to huge unbudgeted expenses for maintaining, monitoring and renovating an infrastructure. This is mainly due to the presence of salts or chemical chlorides that pose a danger to the concret...

(This article belongs to the Section State-of-the-Art Sensors Technologies)
  • Article
  • Open Access
4 Citations
2,731 Views
13 Pages

27 June 2024

Pipelines are an important transportation form in industry. However, pipeline corrosion, particularly that occurring internally, poses a significant threat to safe operations. To detect the internal corrosion of a pipeline, a method utilizing piezoel...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
4 Citations
2,459 Views
20 Pages

Corrosion Assessment in Reinforced Concrete Structures by Means of Embedded Sensors and Multivariate Analysis—Part 2: Implementation

  • Josep Ramon Lliso-Ferrando,
  • Ana Martínez-Ibernón,
  • José Enrique Ramón-Zamora and
  • José Manuel Gandía-Romero

6 October 2024

The economic cost of repairing corrosion-affected reinforced concrete structures (RCSs) means that reliable and accurate assessment and early detection methods must be sought after. Conventional techniques, such as visual inspections, or measuring ei...

(This article belongs to the Section Mechanical Engineering)
  • Review
  • Open Access
73 Citations
13,197 Views
31 Pages

21 April 2021

Corrosion is an ever-present phenomena of material deterioration that affects all metal structures. Timely and accurate detection of corrosion is required for structural maintenance and effective management of structural components during their life...

(This article belongs to the Section Chemical Sensors)
  • Review
  • Open Access
167 Citations
29,256 Views
32 Pages

Corrosion Sensors for Structural Health Monitoring of Oil and Natural Gas Infrastructure: A Review

  • Ruishu F. Wright,
  • Ping Lu,
  • Jagannath Devkota,
  • Fei Lu,
  • Margaret Ziomek-Moroz and
  • Paul R. Ohodnicki

13 September 2019

Corrosion has been a great concern in the oil and natural gas industry costing billions of dollars annually in the U.S. The ability to monitor corrosion online before structural integrity is compromised can have a significant impact on preventing cat...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
12 Citations
7,718 Views
16 Pages

Corrosivity Sensor for Exposed Pipelines Based on Wireless Energy Transfer

  • Lydia Lawand,
  • Oleg Shiryayev,
  • Khalil Al Handawi,
  • Nader Vahdati and
  • Paul Rostron

30 May 2017

External corrosion was identified as one of the main causes of pipeline failures worldwide. A solution that addresses the issue of detecting and quantifying corrosivity of environment for application to existing exposed pipelines has been developed....

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
18 Citations
4,013 Views
16 Pages

6 October 2024

Acoustic emission (AE) testing is used for the continuous evaluation of structural integrity and the monitoring of damage evolution in structural components and materials. During operation, the environmental and loading conditions of metal structures...

(This article belongs to the Special Issue Advanced Sensors in Nondestructive Testing and Structural Health Monitoring)
  • Article
  • Open Access
108 Citations
10,521 Views
9 Pages

The Non-Destructive Test of Steel Corrosion in Reinforced Concrete Bridges Using a Micro-Magnetic Sensor

  • Hong Zhang,
  • Leng Liao,
  • Ruiqiang Zhao,
  • Jianting Zhou,
  • Mao Yang and
  • Runchuan Xia

6 September 2016

This paper presents a non-destructive test method for steel corrosion in reinforced concrete bridges by using a 3-dimensional digital micro-magnetic sensor to detect and analyze the self-magnetic field leakage from corroded reinforced concrete. The s...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
33 Citations
5,250 Views
19 Pages

Development of Permanently Installed Magnetic Eddy Current Sensor for Corrosion Monitoring of Ferromagnetic Pipelines

  • Rukhshinda Wasif,
  • Mohammad Osman Tokhi,
  • Gholamhossein Shirkoohi,
  • Ryan Marks and
  • John Rudlin

20 January 2022

Permanently installed sensors are a cost-effective solution for corrosion monitoring due to their advantages, such as less human interference and continuous data acquisition. Some of the most widely used permanently installed corrosion sensors are ul...

(This article belongs to the Special Issue Condition Monitoring and Their Applications in Industry)
  • Review
  • Open Access
80 Citations
12,945 Views
28 Pages

Low-Cost Technologies Used in Corrosion Monitoring

  • Mahyad Komary,
  • Seyedmilad Komarizadehasl,
  • Nikola Tošić,
  • I. Segura,
  • Jose Antonio Lozano-Galant and
  • Jose Turmo

23 January 2023

Globally, corrosion is the costliest cause of the deterioration of metallic and concrete structures, leading to significant financial losses and unexpected loss of life. Therefore, corrosion monitoring is vital to the assessment of structures’...

(This article belongs to the Special Issue Smart Sensors for Structural Health Monitoring and Nondestructive Evaluation)
  • Article
  • Open Access
874 Views
11 Pages

Patterned Metal Flexible Films as a Strain Sensor with Good Durability and Anti-Corrosion Property

  • Xu Zheng,
  • Qing Wang,
  • Wenming Cao,
  • Wenchao Li,
  • Rui Zhang,
  • Ping Xiang and
  • Yijia Liu

11 April 2026

To prevent corrosion in humid environments and electrical failure under loads, we developed a highly durable corrosion-resistant flexible strain sensor with a patterned sandwich structure. The effects of film dimensions and ambient temperature on the...

(This article belongs to the Special Issue Advanced Thin-Films: Design, Fabrication and Applications, Third Edition)
  • Article
  • Open Access
18 Citations
5,991 Views
18 Pages

17 January 2019

Coatings, either soft or hard, are commonly used to protect steel against corrosion for longer service life. With coatings, assessing the corrosion behavior and status of the substrate is challenging without destructive analysis. In this paper, fiber...

(This article belongs to the Special Issue Advanced Coatings for Corrosion Protection in Extreme Environments)
  • Article
  • Open Access
32 Citations
3,428 Views
17 Pages

21 October 2022

Fiber Bragg grating (FBG) sensors have been applied to assess strains, stresses, loads, corrosion, and temperature for structural health monitoring (SHM) of steel infrastructure, such as buildings, bridges, and pipelines. Since a single FBG sensor me...

(This article belongs to the Special Issue Distributed and Single-Point Fiber Optic Sensors: Applications and Technology)
  • Article
  • Open Access
17 Citations
3,112 Views
24 Pages

Optimization for Pipeline Corrosion Sensor Placement in Oil-Water Two-Phase Flow Using CFD Simulations and Genetic Algorithm

  • Shuomang Shi,
  • Baiyu Jiang,
  • Simone Ludwig,
  • Luyang Xu,
  • Hao Wang,
  • Ying Huang and
  • Fei Yan

24 August 2023

Internal corrosion is a major concern in ensuring the safety of transmission and gathering pipelines in Structural Health Monitoring (SHM). It usually requires numerous sensors deployed inside the piping system to comprehensively cover the locations...

(This article belongs to the Special Issue Optical Fiber Sensor Technology for Structural Health Monitoring)
  • Article
  • Open Access
12 Citations
3,174 Views
13 Pages

5 January 2023

Since manual inspections of offshore wind turbines are costly, there is a need for remote monitoring of their health condition, including health prognostics. In this paper, we focus on corrosion detection and corrosion prognosis since corrosion is a...

(This article belongs to the Topic Energy Equipment and Condition Monitoring)
  • Article
  • Open Access
29 Citations
9,495 Views
14 Pages

29 August 2013

A simple noncontact force sensor based on an optical fiber Bragg grating attached to a small magnet has been proposed and built. The sensor measures the force between the magnet and any ferromagnetic material placed within a few millimeters of the se...

(This article belongs to the Special Issue Photonic Sensors for Industrial, Environmental and Health Monitoring)
  • Article
  • Open Access
38 Citations
8,378 Views
12 Pages

The Performance Analysis of Distributed Brillouin Corrosion Sensors for Steel Reinforced Concrete Structures

  • Heming Wei,
  • Xuefeng Zhao,
  • Xianglong Kong,
  • Pinglei Zhang,
  • Yanjun Cui and
  • Changsen Sun

27 December 2013

The Brillouin optical time-domain analysis (BOTDA)-based optical fiber method has been proposed to measure strain variations caused by corrosion expansion. Spatial resolutions of 1 m can be achieved with this kind of Brillouin sensor for detecting th...

(This article belongs to the Special Issue Photonic Sensors for Industrial, Environmental and Health Monitoring)
  • Article
  • Open Access
2 Citations
2,997 Views
19 Pages

In Situ Raman Spectroscopy for Early Corrosion Detection in Coated AA2024-T3

  • Adrienne K. Delluva,
  • Ronald L. Cook,
  • Matt Peppel,
  • Sami Diaz,
  • Rhia M. Martin,
  • Vinh T. Nguyen,
  • Jeannine E. Elliott and
  • Joshua R. Biller

31 December 2024

Here we describe the synthesis and evaluation of a molecular corrosion sensor that can be applied in situ in aerospace coatings, then used to detect corrosion after the coating has been applied. A pH-sensitive molecule, 4-mercaptopyridin (4-MP), is a...

(This article belongs to the Special Issue Nanotechnology Applications in Sensors Development)
  • Technical Note
  • Open Access
12 Citations
5,184 Views
11 Pages

Development of an MFL Coil Sensor for Testing Pipes in Extreme Temperature Conditions

  • Nagu Sathappan,
  • Mohammad Osman Tokhi,
  • Liam Penaluna,
  • Zhangfang Zhao,
  • Fang Duan,
  • Gholamhossein Shirkoohi and
  • Aman Kaur

26 April 2021

This paper aims to design a coil sensor for corrosion monitoring of industrial pipes that could detect variations in thickness using the MFL (Magnetic Flux Leakage) technique. An MFL coil sensor is designed and tested with pipe sample thicknesses of...

(This article belongs to the Special Issue Women in Sensors)
  • Article
  • Open Access
6 Citations
3,292 Views
19 Pages

Reliability Improvement of Magnetic Corrosion Monitor for Long-Term Applications

  • Rukhshinda Wasif,
  • Mohammad Osman Tokhi,
  • John Rudlin,
  • Gholamhossein Shirkoohi and
  • Fang Duan

16 February 2023

Electromagnetic techniques are widely employed for corrosion detection, and their performance for inspection of corrosion is well established. However, limited work is carried out on the development and reliability of smart corrosion monitoring devic...

(This article belongs to the Special Issue Sensing for In-Process Monitoring of High-Value Manufacturing Processes)
  • Article
  • Open Access
6 Citations
2,209 Views
16 Pages

Non-Uniform Corrosion Monitoring of Steel Pipes Using Distributed Optical Fiber Sensors in the Fluctuation Zone of a Coastal Wharf

  • Jiguo Chen,
  • Ruiqi Zhang,
  • Qianwu Li,
  • Hongke Wang,
  • Qiangqiang Ma,
  • Qi Fan,
  • Liang Fan and
  • Zequan Lin

19 May 2025

Steel pipes, while essential for modern infrastructure due to their high strength and load-bearing capacity, are prone to corrosion in the marine environment, leading to material degradation, compromised structural integrity, and elevated safety risk...

(This article belongs to the Special Issue Advances in Optical Fiber Sensors and Fiber Lasers)
  • Article
  • Open Access
22 Citations
9,534 Views
13 Pages

Durability Tests of a Fiber Optic Corrosion Sensor

  • Kai Tai Wan and
  • Christopher K.Y. Leung

16 March 2012

Steel corrosion is a major cause of degradation in reinforced concrete structures, and there is a need to develop cost-effective methods to detect the initiation of corrosion in such structures. This paper presents a low cost, easy to use fiber optic...

(This article belongs to the Special Issue Optical Fiber Sensors 2012)
  • Article
  • Open Access
74 Citations
9,774 Views
12 Pages

Application of FBG Based Sensor in Pipeline Safety Monitoring

  • Tao Jiang,
  • Liang Ren,
  • Ziguang Jia,
  • Dongsheng Li and
  • Hongnan Li

24 May 2017

Pipeline leakage and corrosion are two serious threats to pipeline safety operation. Therefore, to ensure the safety operation of long-distance pipeline, it is of great significance to conduct pipeline monitoring. Since hoop strain is an effective in...

  • Article
  • Open Access
10 Citations
6,799 Views
19 Pages

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 s...

  • Article
  • Open Access
6 Citations
3,887 Views
21 Pages

19 November 2024

Highly sensitive resistometric sensors were applied for the real-time corrosion monitoring of carbon steel protected with a polyolefin coating with and without an inhibitor under static and dynamic atmospheric and immersion conditions. The results we...

(This article belongs to the Special Issue Advances in Corrosion Protection by Coatings)
  • Article
  • Open Access
89 Citations
13,794 Views
22 Pages

16 November 2011

In this paper, a novel kind of method to monitor corrosion expansion of steel rebars in steel reinforced concrete structures named fiber optic coil winding method is proposed, discussed and tested. It is based on the fiber optical Brillouin sensing t...

(This article belongs to the Special Issue Optical Fiber Sensors 2012)
  • Article
  • Open Access
22 Citations
3,533 Views
17 Pages

LDH-Based “Smart” Films for Corrosion Sensing and Protection

  • Xuejie Zhao,
  • Yujie Yuan,
  • Yuankun Wei,
  • Zhe Zhang and
  • You Zhang

30 April 2023

In a “smart” corrosion-protective coating system, both the active anti-corrosion and the early corrosion detection of underlying metals are highly required. It is practical significant to develop materials that possess self-detecting of t...

(This article belongs to the Special Issue Corrosion of Materials: Evaluation, Testing, Protection, and Failure Analysis)
  • Article
  • Open Access
8 Citations
4,187 Views
20 Pages

Small Ultrasound-Based Corrosion Sensor for Intraday Corrosion Rate Estimation

  • Upeksha Chathurani Thibbotuwa,
  • Ainhoa Cortés and
  • Andoni Irizar

3 November 2022

The conventional way of studying corrosion in marine environments is by installing corrosion coupons. Instead, this paper presents an experimental field study using an unattended corrosion sensor developed on the basis of ultrasound (US) technology t...

(This article belongs to the Special Issue Smart Sensors for Structural Health Monitoring and Nondestructive Evaluation)
  • Article
  • Open Access
2,264 Views
24 Pages

High-temperature corrosion is a frequently observed phenomenon in waste incineration facilities. Municipal solid waste presents substantial corrosion potential attributed to elevated chlorine content and significant inhomogeneity in calorific value a...

  • Review
  • Open Access
60 Citations
8,372 Views
30 Pages

2 September 2022

Carbon–steel pipelines have mostly been utilized in the oil and gas (OG) industry owing to their strength and cost-effectiveness. However, the detection of corrosion under coating poses challenges for nondestructive (ND) pipeline monitoring tec...

(This article belongs to the Special Issue Smart Sensors and Physics-Based Machine Learning for Structural Health Monitoring)

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