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Keywords = cathodic protection (CP)

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20 pages, 8022 KiB  
Article
Corrosion Response of Steel to Penetration of Chlorides in DC-Treated Hardened Portland Cement Mortar
by Milan Kouřil, Jan Saksa, Vojtěch Hybášek, Ivona Sedlářová, Jiří Němeček, Martina Kohoutková and Jiří Němeček
Materials 2025, 18(14), 3365; https://doi.org/10.3390/ma18143365 - 17 Jul 2025
Viewed by 250
Abstract
Electrochemical treatment by means of direct current (DC) is usually used as a measure for steel rebar corrosion protection, e.g., cathodic protection (CP), electrochemical chloride extraction (ECE), and re-alkalization (RA). However, the passage of an electrical charge through the pore system of concrete [...] Read more.
Electrochemical treatment by means of direct current (DC) is usually used as a measure for steel rebar corrosion protection, e.g., cathodic protection (CP), electrochemical chloride extraction (ECE), and re-alkalization (RA). However, the passage of an electrical charge through the pore system of concrete or mortar, coupled with the migration of ions, concentration changes, and resulting phase changes, may alter its chloride penetration resistance and, subsequently, the time until rebar corrosion activation. Porosity changes in hardened Portland cement mortar were studied by means of mercury intrusion porosimetry (MIP) and electrochemical impedance spectroscopy (EIS), and alterations in the mortar surface phase composition were observed by means of X-ray diffraction (XRD). In order to innovatively investigate the impact of DC treatment on the properties of the mortar–electrolyte interface, the cathode-facing mortar surface and the anode-facing mortar surface were analyzed separately. The corrosion of steel coupons embedded in DC-treated hardened mortar was monitored by means of the free corrosion potential (Eoc) and polarization resistance (Rp). The results showed that the DC treatment affected the surface porosity of the hardened Portland cement mortar at the nanoscale. Up to two-thirds of the small pores (0.001–0.01 µm) were replaced by medium-sized pores (0.01–0.06 µm), which may be significant for chloride ingress. Although the porosity and phase composition alterations were confirmed using other techniques (EIS and XRD), corrosion tests revealed that they did not significantly affect the time until the corrosion activation of the steel coupons in the mortar. Full article
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28 pages, 7731 KiB  
Article
AC-Induced Corrosion of Cathodically Protected Pipelines: Experimental Study and Probabilistic Modeling
by Yuhan Su, Emadoddin Majdabadi Farahani, Qindan Huang and Qixin Zhou
Corros. Mater. Degrad. 2025, 6(2), 26; https://doi.org/10.3390/cmd6020026 - 19 Jun 2025
Viewed by 404
Abstract
This study investigated the effects of alternating current (AC) interference on pipeline steel under cathodic protection (CP). In a simulated solution, real-time electrochemical measurements and corrosion rate analysis were conducted on two steel types (C1018 and X60) under various levels of AC interference [...] Read more.
This study investigated the effects of alternating current (AC) interference on pipeline steel under cathodic protection (CP). In a simulated solution, real-time electrochemical measurements and corrosion rate analysis were conducted on two steel types (C1018 and X60) under various levels of AC interference with CP. Due to the complexity of AC-induced corrosion, relying on the shift in DC potential alone cannot accurately demonstrate the corrosion behavior in the presence of AC interference. In fact, such an approach may mislead the predictions of corrosion performance. It is observed that AC interference reduced the effectiveness of CP and increased the corrosion rate of the steel, both in weight loss and Tafel Extrapolation (Tafel) measurements. The study concluded that conventional CP standards used in the field were inadequate in the presence of high AC-level interference. Furthermore, this study found that a more negative CP current density (−0.75 A/m2) could reduce the effect of AC interference by 46–93%. This is particularly shown in the case of low-level AC interference, where the reduction can reach up to 93%. Utilizing the experimental data obtained by the two measurement methods, probabilistic models to predict the corrosion rate were developed with consideration of the uncertainty in the measurements. The sensitivity analysis showed how AC interference impacts the corrosion rate for a given CP level. Full article
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18 pages, 5399 KiB  
Article
Analysis of Corrosion Behavior and Cathodic Protection of Steel Pipeline Under Alternating Current Interference
by Xiao Chen, Yuhan Su, Hao Wang and Qixin Zhou
Coatings 2025, 15(4), 454; https://doi.org/10.3390/coatings15040454 - 11 Apr 2025
Viewed by 572
Abstract
Alternating current (AC)-induced corrosion poses a significant threat to the integrity of underground pipelines, making it a critical concern for pipeline infrastructure. This study investigated the corrosion behavior of protected pipelines subjected to AC interference and developed practical tools to determine the required [...] Read more.
Alternating current (AC)-induced corrosion poses a significant threat to the integrity of underground pipelines, making it a critical concern for pipeline infrastructure. This study investigated the corrosion behavior of protected pipelines subjected to AC interference and developed practical tools to determine the required cathodic protection (CP) measures. Numerical models were developed to simulate current distributions in pipelines, incorporating the effects of metal types, CP levels, and varying AC interferences. These models were rigorously validated and calibrated using laboratory experiments to ensure their reliability. The models were then employed to analyze the corrosion behavior of pipeline metals under diverse CP and AC conditions. The results revealed the critical role of AC interference in aggravating corrosion rates and the diminishing effectiveness of CP at higher AC levels. Additionally, the study highlights the material-dependent nature of corrosion, with X60 pipe steel demonstrating superior resistance compared to C1018 pipe steel. Under the same AC and CP levels, the corrosion rate for C1018 pipe steel is 1.85 to 3.65 times higher than that for X60 pipe steel. Based on numerical analysis, empirical equations were developed to optimize the control of corrosion rates for both C1018 and X60 pipe steels under varying AC and CP conditions. The CP current density required to mitigate corrosion under an AC interference of 50 A/m2 is 1.45 A/m2 for C1018 pipe steel and 0.18 A/m2 for X60 pipe steel. As AC interference increases to 500 A/m2, the required CP current density rises to 2.98 A/m2 for C1018 pipe steel and 2.2 A/m2 for X60 pipe steel, highlighting the increasing demand for cathodic protection at higher AC levels. Full article
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14 pages, 3075 KiB  
Article
Protection Criteria of Cathodically Protected Pipelines Under AC Interference
by Luca Paterlini, Andrea Marinelli, Andrea Brenna and Marco Ormellese
Corros. Mater. Degrad. 2025, 6(1), 7; https://doi.org/10.3390/cmd6010007 - 8 Feb 2025
Viewed by 1272
Abstract
Carbon steel structures employed to convey hydrocarbons and other dangerous fluids, such as oil or flammable liquids, are equipped with degradation prevention systems, which typically consist of a cathodic protection (CP) system combined with an external insulating coating, both designed to reduce the [...] Read more.
Carbon steel structures employed to convey hydrocarbons and other dangerous fluids, such as oil or flammable liquids, are equipped with degradation prevention systems, which typically consist of a cathodic protection (CP) system combined with an external insulating coating, both designed to reduce the corrosion rate below 10 µm/year. The presence of electrical interference, both AC and DC, can cause significant corrosion damage to metallic structures, even when CP is applied. DC interference is determined by the presence of a third-party CP system or public transportation system. AC interference may occur through conduction or induction mechanisms, caused by high-voltage powerlines or high-speed trains, powered by AC. Both interferences may lead to localized corrosion at coating defects, despite compliance with the −0.850 V saturated Cu/CuSO4 reference electrode (CSE) protection criterion. Considering AC-induced corrosion, both field failures and laboratory investigations have demonstrated that corrosion can occur at industrial frequencies, and when CP is applied following the standards. Even though AC-induced degradation is generally not as severe as DC interference, uncertainties remain regarding the protection potential range necessary to achieve acceptable corrosion prevention under AC interference. To formulate a CP criterion under AC interference, weight loss measurements were conducted on carbon steel samples under cathodic protection in solutions that simulate real soil conditions. Carbon steel coupons protected by CP were interfered with AC densities ranging from 1 A/m2 to 800 A/m2 for four months. During this time interval, polarization potential, protection current density and AC density were monitored. Based on the experimental data gathered during this study, a proposal for a risk map is also suggested. The results indicate that overprotection (potentials < −1.2 V CSE) represents the most dangerous scenario when AC interference is involved. Full article
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16 pages, 1396 KiB  
Article
Review of Cathodic Protection Technology for Steel Rebars in Concrete Structures in Marine Environments
by Zenghui Guo, Zhengwei Xiao, Hui Chen, Xiaoyang Zhou, Peihan Wang, Jianlin Luo, Yibo Gao and Huaishuai Shang
Appl. Sci. 2024, 14(19), 9062; https://doi.org/10.3390/app14199062 - 8 Oct 2024
Cited by 3 | Viewed by 3374
Abstract
This study compared the advantages and disadvantages of various corrosion protection methods for steel rebars and clarified the advantages of the cathodic protection (CP) method in the application of corrosion protection in marine structures. The advantages and disadvantages of sacrificial anodes and impressed [...] Read more.
This study compared the advantages and disadvantages of various corrosion protection methods for steel rebars and clarified the advantages of the cathodic protection (CP) method in the application of corrosion protection in marine structures. The advantages and disadvantages of sacrificial anodes and impressed current technology for the CP of steel rebars in marine structures were further discussed in detail, and the feasibility of CP applications in practical engineering was evaluated. Full article
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15 pages, 3601 KiB  
Article
Effects of Perforations on Internal Cathodic Protection and Recruitment of Marine Organisms to Steel Pipes
by Alexander Paluzzi, Geoffrey Swain, John DeFrancisci, Daniel Kuchma and Colleen M. Hansel
J. Mar. Sci. Eng. 2024, 12(8), 1299; https://doi.org/10.3390/jmse12081299 - 1 Aug 2024
Viewed by 1708
Abstract
Steel monopile support structures for offshore wind turbines require protection from corrosion and consideration with respect to biofouling on their external and internal surfaces. Cathodic protection (CP) works effectively to protect the external surfaces of monopiles, but internally, byproducts from aluminum sacrificial anode [...] Read more.
Steel monopile support structures for offshore wind turbines require protection from corrosion and consideration with respect to biofouling on their external and internal surfaces. Cathodic protection (CP) works effectively to protect the external surfaces of monopiles, but internally, byproducts from aluminum sacrificial anode CP (SACP) and impressed current CP (ICCP) induce acidification that accelerates steel corrosion. Through an 8-week sea water deployment of four steel pipes, this project investigated the effect of perforations on internal CP systems. Additionally, marine growth on the internal and external surfaces of the pipes was assessed. SACP and ICCP systems inside perforated pipes performed similarly to external systems at a lower current demand relative to internal systems in sealed pipes. The organisms that grew inside of the perforated SACP and ICCP pipes were similar, suggesting that the CP systems did not affect organism recruitment. The results of this study demonstrate the potential benefits of designing perforated monopiles to enable corrosion control while providing an artificial reef structure for marine organisms to develop healthy ecosystems. Full article
(This article belongs to the Section Ocean Engineering)
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16 pages, 7156 KiB  
Article
Development of Conductive Mortar for Efficient Sacrificial Anode Cathodic Protection of Reinforced Concrete Structures—Part 2: Four-Year Performance Evaluation in Bridges
by Ji-Myung Ha, Jin-A Jeong and Chungkuk Jin
Appl. Sci. 2024, 14(5), 1797; https://doi.org/10.3390/app14051797 - 22 Feb 2024
Cited by 4 | Viewed by 1708
Abstract
This study explores the efficacy of a sacrificial anode cathodic protection (SACP) system with an activated carbon-based conductive mortar in bridge structures. In the previous Part 1 study, various admixtures were compared to identify a conductive mortar for enhancing the performance of the [...] Read more.
This study explores the efficacy of a sacrificial anode cathodic protection (SACP) system with an activated carbon-based conductive mortar in bridge structures. In the previous Part 1 study, various admixtures were compared to identify a conductive mortar for enhancing the performance of the SACP system, assessed through electrical conductivity, resistivity, cathodic protection (CP) potential and current, and 4 h depolarization potential. Part 2 extends the investigation by applying the developed conductive mortar containing activated carbon to an SACP system on an actual bridge structure in which corrosion has already been initiated. Before CP installation, the physical properties of the conductive mortar were evaluated to satisfy the standard requirements for concrete structure maintenance. Subsequently, zinc mesh and bulk anodes were installed on the bridge pier, followed by the application of a conductive mortar with an admixture ratio of 5%. Over a four-year period, performance was measured through regular 4 h depolarization potential checks and visual inspections. The SACP system with the conductive mortar demonstrated superior CP performance compared to the general mortar, confirming the effectiveness of the developed conductive mortar. Visual inspection after four years confirmed the workability of the SACP system with conductive mortar. Full article
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20 pages, 6379 KiB  
Article
Effects and Consequences of an Alkali-Induced Cathodic Environment on Coating Aging
by Krystel Pélissier, Erwan Diler, Manuel Dossot, Cédric Carteret, Jean Vittonato, François Castillon, Sylvain Fontaine, Thierry Kerzerho, Nicolas Larché and Patrice Lucas
Coatings 2023, 13(11), 1949; https://doi.org/10.3390/coatings13111949 - 15 Nov 2023
Viewed by 1877
Abstract
The use of organic coatings in conjunction with cathodic protection (CP) for buried structures is the usual method for protecting steel against corrosion. When the organic coating loses its protective ability, regardless of the reason, the CP becomes the active protection, leading to [...] Read more.
The use of organic coatings in conjunction with cathodic protection (CP) for buried structures is the usual method for protecting steel against corrosion. When the organic coating loses its protective ability, regardless of the reason, the CP becomes the active protection, leading to a specific local environment. This environment can be characterized by high alkalinity, which can be detrimental for the coated structure, either by weakening the steel–coating interface or by the chemical aging of the coating. Thus, the coating must be compatible with CP and able to sustain aging under an alkaline environment. In this study, the susceptibility to alkaline aging and its consequences in regards to coating performance have been investigated for two commercial coatings used for buried structures—fusion bonded epoxy (FBE) and liquid epoxy (LE)—in free membrane and coated steel configurations. The results showed a clear impact of alkaline aging on the studied LE, leading to a significant reduction in coating resistance and ultimately, failure of the steel–coating interface, whereas the studied FBE remained stable. The presented results relate to a precise formulation of LE and FBE; however, the proposed chemical method appears to be relevant and shows the necessity of considering such specific aging results for coating specifications and improvements. Full article
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17 pages, 4675 KiB  
Article
A Novel Pipeline Age Evaluation: Considering Overall Condition Index and Neural Network Based on Measured Data
by Hassan Noroznia, Majid Gandomkar, Javad Nikoukar, Ali Aranizadeh and Mirpouya Mirmozaffari
Mach. Learn. Knowl. Extr. 2023, 5(1), 252-268; https://doi.org/10.3390/make5010016 - 20 Feb 2023
Cited by 19 | Viewed by 5302
Abstract
Today, the chemical corrosion of metals is one of the main problems of large productions, especially in the oil and gas industries. Due to massive downtime connected to corrosion failures, pipeline corrosion is a central issue in many oil and gas industries. Therefore, [...] Read more.
Today, the chemical corrosion of metals is one of the main problems of large productions, especially in the oil and gas industries. Due to massive downtime connected to corrosion failures, pipeline corrosion is a central issue in many oil and gas industries. Therefore, the determination of the corrosion progress of oil and gas pipelines is crucial for monitoring the reliability and alleviation of failures that can positively impact health, safety, and the environment. Gas transmission and distribution pipes and other structures buried (or immersed) in an electrolyte, by the existing conditions and due to the metallurgical structure, are corroded. After some time, this disrupts an active system and process by causing damage. The worst corrosion for metals implanted in the soil is in areas where electrical currents are lost. Therefore, cathodic protection (CP) is the most effective method to prevent the corrosion of structures buried in the soil. Our aim in this paper is first to investigate the effect of stray currents on failure rate using the condition index, and then to estimate the remaining useful life of CP gas pipelines using an artificial neural network (ANN). Predicting future values using previous data based on the time series feature is also possible. Therefore, this paper first uses the general equipment condition monitoring method to detect failures. The time series model of data is then measured and operated by neural networks. Finally, the amount of failure over time is determined. Full article
(This article belongs to the Section Network)
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14 pages, 4775 KiB  
Article
Development of Conductive Mortar for Efficient Sacrificial Anode Cathodic Protection of Reinforced Concrete Structures—Part 1: Laboratory Experiments
by Ji-Myung Ha, Jin-A Jeong and Chungkuk Jin
Appl. Sci. 2022, 12(23), 12056; https://doi.org/10.3390/app122312056 - 25 Nov 2022
Cited by 4 | Viewed by 2420
Abstract
This experimental study proposes a conductive mortar to increase the efficiency of the sacrificial anode cathodic protection (SACP) system by decreasing resistivity and maintaining it for a long time. The resistivity characteristics of the mortar that contained electrically conductive admixtures and/or chemical agents [...] Read more.
This experimental study proposes a conductive mortar to increase the efficiency of the sacrificial anode cathodic protection (SACP) system by decreasing resistivity and maintaining it for a long time. The resistivity characteristics of the mortar that contained electrically conductive admixtures and/or chemical agents were evaluated by the Brunauer–Emmett–Teller (BET) method and resistivity measurements. The conductive mortar with activated carbon and sodium hydroxide had the lowest resistivity. The SACP system was then designed to evaluate the cathodic protection (CP) performance with the proposed activated-carbon-based conductive mortar. The proposed conductive mortar contributed to lower CP potential and higher current density and depolarization potential than the general mortar. Full article
(This article belongs to the Special Issue Durability of Advanced Cement and Concrete Materials)
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14 pages, 5317 KiB  
Article
Electrochemical and Mechanical Properties of Cathodically Protected X80 Steel in Different Temperature Soil
by Wenhui Liu, Yanbing Meng, Jun Zhao, Wen Wen, Ming Gong, Shixiong Wu, Songmei Li, Mei Yu and Jianhua Liu
Materials 2022, 15(16), 5526; https://doi.org/10.3390/ma15165526 - 11 Aug 2022
Cited by 3 | Viewed by 1914
Abstract
For the application of X80 pipelines in Northeast China, it is important to establish the correct cathodic protection (CP) potential. To achieve this, potentiodynamic polarization; electrochemical impedance spectroscopy (EIS); a slow strain rate test (SSRT); and a scanning electron microscopy (SEM) fracture morphology [...] Read more.
For the application of X80 pipelines in Northeast China, it is important to establish the correct cathodic protection (CP) potential. To achieve this, potentiodynamic polarization; electrochemical impedance spectroscopy (EIS); a slow strain rate test (SSRT); and a scanning electron microscopy (SEM) fracture morphology analysis were carried out for an X80 steel gas pipeline at several temperatures in Heilongjiang Province, China. The results show that the hydrogen evolution potential of X80 steel in soil at different temperatures was about −900 mV (vs. CSE). The generated hydrogen atoms can be adsorbed on the surface of the pipelines to reduce the surface energy, or they can be diffused into the substrate and accumulate to the critical concentration, inducing the decohesion between different structures and generating additional plastic deformation through dislocation motion. With the peak impedance potential as the minimum potential and the hydrogen embrittlement potential as the maximum potential, the CP potential of X80 steel in the soil at 30 °C, 45 °C, and 60 °C ranged from −900 mV to −1100 mV (vs. CSE), temperatures at which the X80 steel does not corrode or cause hydrogen embrittlement. Full article
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17 pages, 3616 KiB  
Article
Complete Integrated Automation of the Electrochemical Corrosion Protection System of Pipelines Based on IoT and Big Data Analytics
by Oleksandr Prokhorov, Valeriy Prokhorov, Alisher Khussanov, Zhakhongir Khussanov, Botagoz Kaldybayeva and Dilfuza Turdybekova
Computation 2022, 10(7), 123; https://doi.org/10.3390/computation10070123 - 18 Jul 2022
Cited by 4 | Viewed by 2714
Abstract
This article is devoted to the issues of creating an adaptive intelligent system, for monitoring and controlling the technological process for electrochemical corrosion protection of main pipelines (MP), which has been designed for remote control of electrochemical protection (EChP) parameters and their optimization [...] Read more.
This article is devoted to the issues of creating an adaptive intelligent system, for monitoring and controlling the technological process for electrochemical corrosion protection of main pipelines (MP), which has been designed for remote control of electrochemical protection (EChP) parameters and their optimization as well as adaptive control of the parameters of cathodic protection stations while taking into account changes in external conditions. The multi-objective problem of optimizing the operating modes of cathodic protection stations (CPS) is considered because optimization is carried out according to both the criterion of optimal distribution of the protective potential (uniform distribution of the protective total (pipe-to-soil) potential along the length of the pipeline) and to the criterion of the minimum total protective current of stations. The structure of the distributed electrochemical protection system is described in the article. A more complete picture of the protection of the pipeline and solving the problems of optimizing the electrochemical protection modes in real time is possible due to remote monitoring of control and measuring points (CMP) in the middle of the pipeline between neighboring cathodic protection stations, as well as in all corrosion and hazardous zones where they are also installed. In addition to the often-used GSM/GPRS networks in electrochemical protection systems, an energy-efficient LPWAN (Low-Power Wide-Area Network) data transmission network is also used and data collection is carried out using a cloud IoT platform. The functionality of the system is described, web application screens are shown in various operating modes for remote monitoring and control of the protective parameters of cathodic protection stations is reported. Analytical data processing for the tasks assessing the protection of objects in the pipeline system against corrosion are also shown. The system ensures that the electrochemical protection process is maintained at an optimal level between the destructive zones of “underprotection” and “overprotection”, taking into account monitoring data, geological conditions at the pipeline site, climatic or seasonal changes and other factors. In general, this system provides an increase in the reliability of the electrochemical protection system as a whole and, accordingly, it prevents possible emergency situations on the pipeline system while also reducing the cost of pipeline maintenance due to the reliability and continuity of protection. Full article
(This article belongs to the Section Computational Engineering)
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15 pages, 7699 KiB  
Article
A Critical Analysis on the Current Design Criteria for Cathodic Protection of Ships and Superyachts
by Davide Clematis, Alessandro Marroccu, Marco Panizza and Antonio Barbucci
Materials 2022, 15(7), 2645; https://doi.org/10.3390/ma15072645 - 4 Apr 2022
Cited by 4 | Viewed by 3343
Abstract
Classification Society and ISO standard regulate the design of cathodic protection (CP) plans of ships and superyachts. However, due to shipyards’ long experience, the hull vessel protection plans often rely on an adaptation of previous CP designs for similar ships. This simple practice [...] Read more.
Classification Society and ISO standard regulate the design of cathodic protection (CP) plans of ships and superyachts. However, due to shipyards’ long experience, the hull vessel protection plans often rely on an adaptation of previous CP designs for similar ships. This simple practice could expose ships to low protection or overprotection. Here, the protection plan of an existing 42 m superyacht is considered to highlight critical CP design issues. The numerical analysis gives evidence of discrepancies between the CP design proposed in accordance with ISO standard and the protection plan that was actually implemented. Indeed, for a proper protection plan, the anode weight according to the ISO standard is 2.7 kg, whereas the real protection plan uses a 7 kg anode. The numerical optimization highlights an optimal anode mass of 5 kg (−28.5% in weight). It provides sufficient protection for the expected lifetime, and will preserve the system in cases of damage to the hull and a consequent increase in the breakdown factor. This new solution underlines the importance and necessity of improving cathodic protection plan design. Full article
(This article belongs to the Special Issue Corrosion Prediction and Corrosion Protection)
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16 pages, 5870 KiB  
Article
Formation of Composite Coatings on Galvanized Steel from Organosilane Solutions Using Electrophoresis and Sol–Gel Technology
by Yuriy B. Makarychev, Natalia A. Gladkikh, Galina V. Redkina, Oleg Yu. Grafov, Ali D. Aliev and Yuriy I. Kuznetsov
Materials 2022, 15(7), 2418; https://doi.org/10.3390/ma15072418 - 25 Mar 2022
Cited by 3 | Viewed by 2468
Abstract
New hybrid composite coatings (HCCs) on hot-dip galvanized steel (HDGS) were obtained using electrophoresis (cathodic polarization (CP)) and sol–gel technology. For this purpose, a technique for the preparation of a cationic precursor based on TiCl4 and aminopropyltriethoxysilane was developed. Electrophoresis of the [...] Read more.
New hybrid composite coatings (HCCs) on hot-dip galvanized steel (HDGS) were obtained using electrophoresis (cathodic polarization (CP)) and sol–gel technology. For this purpose, a technique for the preparation of a cationic precursor based on TiCl4 and aminopropyltriethoxysilane was developed. Electrophoresis of the charged particles of the precursor and organosilanes promotes the production of denser sol–gel coatings with improved adhesion. Using scanning electron microscopy (SEM), X-ray photoelectron spectroscopy (XPS) and electrochemical impedance spectroscopy (EIS) methods, the formation mechanism and protective properties of HCC on galvanized steel were investigated. Full article
(This article belongs to the Special Issue Microstructure, Tribological and Corrosion Behaviors of Coatings)
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23 pages, 5985 KiB  
Article
Predictive Maintenance Framework for Cathodic Protection Systems Using Data Analytics
by Estelle Rossouw and Wesley Doorsamy
Energies 2021, 14(18), 5805; https://doi.org/10.3390/en14185805 - 14 Sep 2021
Cited by 10 | Viewed by 5776
Abstract
In the quest to achieve sustainable pipeline operations and improve pipeline safety, effective corrosion control and improved maintenance paradigms are required. For underground pipelines, external corrosion prevention mechanisms include either a pipeline coating or impressed current cathodic protection (ICCP). For extensive pipeline networks, [...] Read more.
In the quest to achieve sustainable pipeline operations and improve pipeline safety, effective corrosion control and improved maintenance paradigms are required. For underground pipelines, external corrosion prevention mechanisms include either a pipeline coating or impressed current cathodic protection (ICCP). For extensive pipeline networks, time-based preventative maintenance of ICCP units can degrade the CP system’s integrity between maintenance intervals since it can result in an undetected loss of CP (forced corrosion) or excessive supply of CP (pipeline wrapping disbondment). A conformance evaluation determines the CP system effectiveness to the CP pipe potentials criteria in the NACE SP0169-2013 CP standard for steel pipelines (as per intervals specified in the 49 CFR Part 192 statute). This paper presents a predictive maintenance framework based on the core function of the ICCP system (i.e., regulating the CP pipe potential according to the NACE SP0169-2013 operating window). The framework includes modeling and predicting the ICCP unit and the downstream test post (TP) state using historical CP data and machine learning techniques (regression and classification). The results are discussed for ICCP units operating either at steady state or with stray currents. This paper also presents a method to estimate the downstream TP’s CP pipe potential based on the multiple linear regression coefficients for the supplying ICCP unit. A maintenance matrix is presented to remedy the defined ICCP unit states, and the maintenance time suggestion is evaluated using survival analysis, cycle times, and time-series trend analysis. Full article
(This article belongs to the Special Issue Measurement Applications in Industry 4.0)
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