1. Introduction
With the expanding exploration and utilization of global marine resources, marine engineering equipment is increasingly deployed in offshore oil and gas, wind energy, deep-sea exploration, and transoceanic transportation. Compared with terrestrial conditions, marine environments feature high salinity, elevated humidity, strong hydrodynamic forces, and complex corrosion–wear interactions (including erosion, cavitation, and biofouling), imposing stringent demands on surface integrity and durability. The long-term retention of wear resistance, corrosion resistance, and high strength in structural components is therefore critical to operational safety and reliability.
Conventional metals (e.g., carbon steel, stainless steel) are prone to accelerated corrosion and wear in marine environments, leading to frequent maintenance, shortened lifespans, increased costs, and even catastrophic accidents [
1]. Consequently, developing advanced wear-resistant coatings has become a key strategy to extend the service life and safety of marine infrastructure.
In recent years, both coating material systems (e.g., WC–Co, Cr
3C
2–NiCr, thermally sprayed aluminum, TSA) and deposition technologies (e.g., HVOF, HVAF, laser cladding, cold spray, and PVD/CVD) have markedly improved coating density, hardness, corrosion resistance, and long-term stability [
2]. Standardized evaluation methods have also been established to assess performance under combined erosion–corrosion, wear, and fatigue conditions. However, challenges remain, including limited service life under extreme conditions, complex failure mechanisms, and trade-offs between performance and cost. The long-term behavior of coatings under deep-sea hydrostatic pressure and synergistic erosion–corrosion is still insufficiently understood [
3].
Driven by advances in materials science and surface engineering, novel systems—such as high-entropy alloy coatings, MAX-phase coatings, and nano-multilayer composites—have shown excellent wear, corrosion, and thermal stability, making them promising for future marine protection [
4]. Intelligent, self-healing, and environmentally friendly coatings are also attracting growing attention as future trends.
Distinguished from broader overviews, this review adopts a systematic, application-oriented framework: it first analyzes predominant wear mechanisms (erosion, fatigue, cavitation, abrasive wear) and their synergies with corrosion, then details coating systems tailored to key marine components (e.g., subsea pipelines, ship structures, propellers). It critically compares advanced fabrication techniques (HVOF, HVAF, laser cladding, cold spray, PVD/CVD), highlighting process–microstructure–property linkages, and discusses standardized performance evaluation to bridge laboratory research with practice. Through this integrated approach—linking failure mechanisms to tailored coating solutions, optimized fabrication, and rigorous evaluation—the review provides a structured, practical reference for selecting and developing high-performance wear-resistant coatings in marine engineering.
This review is organized as follows.
Section 2 outlines marine service conditions and dominant wear/corrosion mechanisms.
Section 3 examines representative coating systems and application-specific demands for key components (e.g., subsea pipelines, structural steels, propulsion and hydraulic parts, wind-energy structures, seals/connectors).
Section 4 analyzes fabrication routes (HVOF/HVAF, laser cladding, TSA/arc spray, cold spray, PVD/CVD) with a quantitative comparison.
Section 5 summarizes standardized performance-evaluation methods (wear, corrosion, cavitation, and corrosion-fatigue).
Section 6 synthesizes recent advances, environmental/economic considerations, and future trends, and provides a practical decision tree for coating selection.
2. Wear Mechanisms in Marine Environments
This section defines the marine exposure regimes and clarifies the five dominant degradation modes considered in this review: erosion wear, fatigue wear, cavitation erosion, abrasive wear, and corrosion–wear synergy. For each mechanism, we briefly state the operative micro/meso-scale processes and the key controlling parameters relevant to marine service.
2.1. Erosion Wear
Under fluid flow conditions carrying solid particles, erosion wear commonly occurs on material surfaces, particularly in applications related to oil and gas, shipbuilding, and marine engineering. This wear phenomenon is primarily caused by continuous particle impact from high-velocity flows, triggering damage mechanisms such as plastic deformation, micro-cutting, and fatigue-induced surface degradation [
5].
The rate and pattern of erosion wear are governed by multiple factors, including particle size, concentration, fluid velocity, impact angle, and substrate material properties. Notably, flow velocity has a significant influence on erosion rate, which typically increases with the square of velocity [
6]. Higher fluid viscosity can effectively reduce particle kinetic energy, thereby lowering erosion rates.
In deep-sea natural gas hydrate extraction research, Tang et al. employed CFD simulations to reveal that the sliding cone angle and particle diameter in pressure-controlled jetting systems are critical factors determining internal erosion wear distribution. Their findings indicate that adjusting the sliding cone inlet angle to 30° while controlling solid particle diameters below 0.3 mm can significantly reduce erosion rates [
6].
Concurrently, in studies of localized erosion at pipeline connections during oil/gas fracturing operations, Manlai Zhang et al. combined experimental and CFD approaches to demonstrate that excessively high initial erosion rates may lead to subsequent misjudgment of equipment service life, and emphasized the necessity of adopting dynamic evolution models for service life assessment [
7].
With the advancement of artificial intelligence, Yang et al. proposed the FLUID-GPT machine learning framework, which can efficiently predict erosion distribution in industrial equipment based on initial flow conditions. Compared with conventional CFD methods, this approach improved prediction accuracy by 54% while significantly reducing computational resource requirements [
5].
2.2. Fatigue Wear
In marine environments, materials are subjected not only to corrosion and erosion damage, but also to fatigue wear induced by cyclic mechanical and hydrodynamic loading. Fatigue wear refers primarily to the cumulative damage that occurs on material surfaces or subsurface layers under cyclic stresses, resulting in the formation of micro-cracks and ultimately leading to material spalling or surface layer failure.
In marine engineering applications, components such as flexible risers, offshore wind turbines, and floating platform mooring chains are frequently exposed to combined low-cycle and high-cycle fatigue due to wave action, currents, and operational loads. Pinto et al. proposed a fatigue life assessment method based on the finite element method combined with wear modification, which demonstrated that surface micro-wear accelerates both fatigue crack initiation and propagation, and that critical distance parameters evolve with fatigue life and should be dynamically adjusted to accurately predict failure [
8].
In addition, Zhou et al. investigated the real working conditions of marine diesel engine main bearings and used a convolutional neural network model to identify three typical wear mechanisms: fatigue wear, abrasive wear, and adhesive wear Their work confirmed the prevalence and diagnostic complexity of fatigue wear in complex marine mechanical systems [
9].
2.3. Cavitation Erosion
Cavitation erosion refers to the process in which bubbles within a fluid rapidly collapse under pressure fluctuations, generating high-pressure microjets and shock waves that cause localized plastic deformation and surface material loss. In marine environments, components such as ship propellers, pump housings, valves, and other submerged equipment often operate in high-velocity flow regions where cavitation erosion is especially likely to occur. It is considered a major contributor to equipment failure and performance degradation [
10].
The cavitation erosion mechanism involves bubble nucleation, growth, movement, and eventual collapse. Each collapse event induces high localized stress on the material surface, which can lead to fatigue damage, micro-crack formation, and eventual material spalling. Studies have shown that incorporating micro-vortex generators in hydrodynamic systems can effectively control cavitation inception and delay bubble collapse, thereby reducing cavitation-induced damage.
To improve cavitation resistance, T. Zhao et al. prepared Inconel 625 and Hastelloy C-276 nickel-based alloy coatings using the cold metal transfer method, and evaluated their cavitation–corrosion synergy behavior in a 3.5% NaCl solution. The results showed that the Hastelloy C-276 coating exhibited a lower cavitation erosion rate and superior corrosion resistance, significantly enhancing service life compared with 304 stainless steel substrates [
11].
Additionally, Linek et al. [
12] investigated the cavitation resistance of CrN+WC/C low-friction composite coatings under extreme cavitation conditions. These coatings, deposited via PVD, demonstrated reduced mass loss rates and smaller changes in surface roughness on various steel substrates, highlighting the potential of surface engineering techniques for enhancing cavitation resistance [
12].
2.4. Abrasive Wear
In marine environments, seawater often contains a large number of solid particles, such as sand, silt, and fine marine sediment. When these hard particles come into contact with material surfaces under the influence of fluid flow, waves, or mechanical motion, abrasive wear is induced. This wear process occurs through mechanisms such as scratching, cutting, or plowing, which continuously remove surface material and represent a significant physical degradation mode that limits the service life of marine equipment.
Abrasive wear can be classified into two basic types: two-body abrasive wear, where fixed particles directly scratch the surface; and three-body abrasive wear, where free particles roll or slide between two contacting surfaces [
13].
In practical applications, severe abrasive wear is often observed in systems such as ship stern shaft mechanical seals, subsea pipeline protective coatings, and offshore wind turbine foundations due to the presence of marine sand particles. Jin et al., through simulations and experiments, found that larger seawater particle sizes significantly increased the residual stress and deformation of the static ring in mechanical seals, thereby accelerating the wear rate. Additionally, soft-ring materials were more prone to surface spalling under particle erosion [
14].
Zhang et al. conducted experiments on EH47 high-strength ship steel in a 3.5 wt% NaCl solution containing sand particles, and observed that abrasive effects intensified with increasing external load. Under high-load conditions, abrasive wear was found to be the dominant mechanism, while corrosion played a secondary role [
15].
Notably, recent studies have increasingly focused on the synergistic effects between abrasive wear and corrosion. Jiang et al. proposed a coupled damage modeling approach based on the formation of abrasion grooves and corrosion enhancement, revealing that freshly exposed areas on the surface can be rapidly attacked by corrosive media in marine environments, thus further reducing wear resistance [
13]. The predicted trend of wear-accelerated corrosion is depicted in
Figure 1, where functions g(x) and m(x) represent corrosion behavior under low and high wear intensity, respectively. This model visually underscores the critical synergistic effect where corrosion is enhanced in areas freshly exposed by abrasive wear.
Therefore, in abrasive marine conditions, the development of composite coatings with high hardness and excellent impact resistance—such as WC-Co coatings and ceramic-based composites—has become an effective strategy to enhance surface durability.
2.5. Corrosion-Wear Synergy
In marine environments, materials are frequently exposed to high salinity, high humidity, and highly dynamic seawater conditions. As a result, mechanical wear and electrochemical degradation frequently occur concurrently, leading to a synergistic corrosion-wear effect. The resulting material loss rate substantially exceeds the sum of the individual effects of wear and corrosion, demonstrating a typical synergistic degradation mechanism.
Corrosion processes tend to degrade passive films or protective layers on material surfaces, thereby exposing fresh metal that becomes more susceptible to mechanical wear. Conversely, mechanical wear continuously removes corrosion products and damaged areas, further accelerating the progression of corrosion. This dynamic interaction is particularly evident in abrasive and erosive wear scenarios, such as those encountered in tidal power generators, subsea pipelines, and propulsion systems.
Pondicherry et al. investigated the corrosion-abrasive wear behavior of martensitic and duplex stainless steels in seawater, and demonstrated that in 3.5% NaCl solution, the effect of mechanical wear in promoting corrosion was much more significant than the effect of corrosion on wear. Mechanical damage was identified as the dominant contributor to overall material degradation [
16]. In another study, De Stefano and Ruggiero examined the corrosion-wear synergy of 316L stainless steel in artificial seawater, and found that corrosion products temporarily functioned as solid lubricants under mild load and low sliding velocity conditions, reducing friction and wear. However, under higher loads and sliding velocities, corrosion was shown to accelerate wear, exhibiting a typical positive synergistic effect [
17].
In the context of wear-resistant coatings, the synergistic interaction between corrosion and wear necessitates the simultaneous optimization of coating micro-structure and chemical stability. For instance, Dong et al. developed a wavy nanolayered coating that exhibited outstanding corrosion-wear resistance in artificial seawater. The coating’s high hardness and ability to form a reactive surface film effectively prevented the ingress of corrosive media [
18].
Therefore, in the development of wear-resistant coatings for marine environments, it is essential to fully consider corrosion-wear synergy and to optimize coating microstructure and chemical stability in order to achieve long-term service performance.
4. Typical Fabrication Techniques
This section compares the main deposition routes used for marine wear-resistant coatings—HVOF, HVAF, laser cladding, TSA/arc spray, cold spray, and PVD/CVD—from a process–microstructure–property perspective. Across these routes, process variables that set particle temperature/velocity or melt-pool thermal history primarily determine coating porosity, oxide inclusion, and interface stress; in turn, these features govern corrosion current density, cavitation/erosion rate, adhesion strength, and fatigue behavior in seawater.
Section 4.1,
Section 4.2,
Section 4.3,
Section 4.4,
Section 4.5 and
Section 4.6 summarize characteristic operating windows, representative materials, and marine-relevant outcomes with quantitative examples;
Table 2 provides a compact side-by-side summary.
4.1. High-Velocity Oxy-Fuel Spraying Technology
HVOF spraying is a widely used thermal spray technique for the fabrication of wear-resistant coatings. It offers several advantages, including high flame temperature, high particle velocity, and the ability to produce coatings with low porosity and strong interfacial bonding. In HVOF, oxygen and fuel (such as propane or kerosene) are combusted under high pressure to generate a high-temperature, high-velocity gas stream, which accelerates and heats powder particles before impacting them onto the substrate to form dense, adherent coatings [
49]. Across the routes reviewed in this section, process variables that control particle temperature/velocity or melt-pool thermal history primarily set coating porosity and oxide inclusion level, which in turn govern corrosion current density, cavitation/erosion rate, and adhesion strength in marine service.
In the field of marine wear-resistant coatings, HVOF has been extensively employed to deposit cermet coatings such as WC-Co and Cr3C2-NiCr. These coatings are characterized by high hardness (typically 1000–1400 HV) and outstanding wear and erosion resistance, making them preferred protective materials for critical components such as subsea pipelines, propellers, and pump impellers.
Behera et al. conducted a comparative study on HVOF-sprayed WC-Co/NiCr/Mo and Cr3C2-NiCrAlY coatings under various erosion angles and elevated temperatures. The results indicated that Cr3C2-NiCrAlY coatings exhibited superior toughness and wear performance at high temperatures (600–800 °C), while WC-Co coatings displayed mixed brittle wear behavior across the entire temperature range. These findings underscore the importance of selecting appropriate coating systems based on specific service conditions.
Compared to conventional air plasma spraying (APS), HVOF coatings typically have lower porosity, higher adhesion strength, and fewer heat-affected zone defects. These characteristics confer significant advantages in resisting seawater corrosion and cavitation damage.
HVOF performance depends critically on powder size, gas flow rates, and spray angle. Minor deviations can compromise coating density or induce residual stress, ultimately affecting performance. Behera et al. also noted that variations in particle impact angle and spray temperature play a key role in shifting the wear mechanism from brittle to ductile, highlighting the need for precise process control in practical applications [
50].
4.2. High-Velocity Air-Fuel Spraying Technology
HVAF spraying is a rapidly developing thermal spray technique. Compared to the conventional HVOF process, HVAF uses compressed air instead of pure oxygen as the oxidizer, resulting in a lower combustion temperature (approximately 1500–2000 °C), but a significantly higher particle velocity (typically >800 m/s). These characteristics allow HVAF coatings to exhibit lower oxidation levels, higher density, and reduced thermal damage—making the technique particularly suitable for marine applications requiring both high corrosion and wear resistance [
50].
For marine wear-resistant coatings, HVAF is widely used to deposit cermet coatings such as WC-CoCr and Cr
3C
2-NiCr. Matikainen et al. systematically compared Cr
3C
2-25NiCr coatings prepared by HVAF and traditional HVOF under abrasive wear, dry particle erosion, and cavitation conditions. The HVAF coatings showed higher elastic modulus and fracture toughness, along with superior wear resistance in all test conditions. Notably, in cavitation fatigue environments, HVAF coatings demonstrated a significantly lower damage rate than their HVOF counterparts [
50].
In terms of material development, Keslová et al. investigated the microstructure and erosion resistance of FeCrAlY, WC-CoCr, and Cr
3C
2-NiCr coatings sprayed using HVAF and HVOF. Their results revealed that HVAF coatings had lower porosity and oxide content, along with a more uniform internal structure, which led to better durability under solid particle erosion conditions [
51].
Importantly, due to the lower flame temperature of HVAF, the dissolution and reaction of hard phases such as WC and Cr
3C
2 during spraying are significantly reduced. This allows the original powder morphology and properties to be largely preserved—an advantage that is especially critical for protective coatings exposed to highly corrosive seawater environments. Consistent with this, the lower oxidation and higher density typically achieved by HVAF translate into measurably lower corrosion current densities and slower erosion–corrosion mass loss than comparable HVOF coatings under otherwise similar conditions (see
Table 2).
However, HVAF systems are relatively expensive, and the process places strict demands on powder particle size, fuel–air ratio, and spray gun cooling systems. The process window is narrower compared to other thermal spray methods. Furthermore, due to the extremely high particle velocity, challenges remain in controlling coating thickness and depositing onto complex curved surfaces.
4.3. Laser Cladding Technology
Laser cladding is a high-energy beam surface modification technique in which a focused laser beam rapidly melts pre-placed or simultaneously fed alloy powders along with the substrate surface, forming a dense coating with strong metallurgical bonding to the base material. Due to the extremely high cooling rate of the molten pool (103–106 K/s), laser-clad coatings typically exhibit fine grains, low porosity, high hardness, and excellent wear and corrosion resistance.
In marine wear-resistant applications, laser cladding is primarily used to fabricate composite coatings based on Ni-WC systems and reinforced CrNiBSi matrices. Liang et al. investigated the effect of rare earth oxide Y
2O
3 addition on the microstructure and performance of laser-clad Ni-WC coatings on 316L stainless steel. The results indicated that an appropriate amount of Y
2O
3 refined the microstructure and inhibited carbide coarsening, thereby improving both microhardness and corrosion resistance. Under optimized conditions, the average hardness exceeded 600 HV, and the coating exhibited excellent corrosion resistance in a 3.5% NaCl solution [
52].
In another study, Gowtham et al. examined the deposition characteristics and wear resistance of NiCrBSi + WC composite coatings produced by coaxial powder-fed fiber laser cladding. On SS410 stainless steel, a sound metallurgically bonded coating was obtained, featuring fine γ-Ni dendrites and dispersed WC particles. The presence of WC particles significantly enhanced the coating’s microhardness (up to 1900 HV) and dry sliding wear resistance [
53].
For improved microstructural control, Shen et al. introduced a process combining in situ thermal field assistance (ITFA) and post-laser remelting (PLR), which significantly enhanced WC particle distribution uniformity and refined carbide precipitates in NiCrSiBC-WC coatings. This strategy achieved ultra-high hardness (>1100 HV) and excellent wear performance without crack formation, effectively addressing the common issues of particle coarsening and cracking in conventional laser cladding [
54].
Nevertheless, laser cladding still faces challenges, including sensitivity to thermal input and the risk of microstructural defects such as segregation, cracking, and porosity if process parameters are not carefully controlled. Additionally, for large and complex surface areas, the process remains limited by constraints in cladding path planning and dynamic melt pool control.
4.4. Thermally Sprayed Aluminum (TSA) and Arc Spraying Technologies
TSA and arc spraying technologies are widely employed for corrosion and wear protection of marine steel structures, particularly in splash zones, intertidal regions, and seawater-immersed facilities. TSA coatings not only act as a physical barrier against corrosive agents but also provide cathodic protection through a sacrificial anode mechanism. When locally damaged, the coating can still protect the steel substrate, significantly extending the service life of marine structures.
In terms of process, arc spraying involves melting two consumable aluminum wires via an electric arc, and propelling the molten droplets onto the substrate surface using a high-pressure air jet. Compared to traditional wire flame spraying, arc spraying offers advantages such as simpler equipment, higher deposition efficiency, and lower cost, making it extensively used for offshore platforms, wind turbine foundations, and ship hull structures.
Syrek-Gerstenkorn et al. investigated the corrosion behavior of TSA coatings under different simulated marine environments, including full immersion and splash zone conditions. Their results showed that TSA coatings form a dense and protective corrosion product layer under full immersion, effectively reducing the corrosion rate. However, under splash zone conditions, cyclic wet-dry exposure led to the formation of loose and discontinuous corrosion products, which aggravated localized corrosion [
27].
Grinon-Echaniz et al. further demonstrated that under deep-sea high-pressure conditions (simulated at 5000 m depth), even when TSA coatings had localized defects (e.g., 3% damaged area), the sacrificial anode mechanism could still effectively polarize the exposed steel surface and inhibit corrosion initiation. Results from 90-day electrochemical testing were consistent with field trials, confirming the reliability of TSA systems in long-term deep-sea service [
55].
To further enhance performance, recent studies have explored the combination of TSA coatings with post-treatment technologies such as sealing and plasma electrolytic oxidation (PEO). López-Ortega et al. reported that PEO treatment significantly improved the sliding wear resistance and overall corrosion protection of TSA coatings in seawater environments, indicating the potential of composite TSA coating systems for high-end marine applications [
56].
However, TSA coatings produced by arc spraying inherently contain a certain degree of porosity and oxide inclusions. If process quality control is inadequate—particularly with respect to ambient temperature and humidity—accelerated local corrosion or coating failure may occur. Therefore, standardized application procedures and regular inspection and maintenance are critical to ensuring long-term coating performance.
4.5. Cold Spray Technology
Cold spray (CS) is a low-temperature, solid-state deposition technique that utilizes a high-velocity gas stream—typically nitrogen or helium—to accelerate metal or composite particles to subsonic or supersonic speeds. Upon impacting the substrate, the particles undergo severe plastic deformation and adhere to the surface without melting. As the material remains in the solid state throughout the process, cold-sprayed coatings exhibit extremely low oxidation, minimal thermal effects, and low residual stress, along with high density, strong interfacial bonding, and excellent corrosion and wear resistance.
In marine environments, cold spray technology has been widely applied to fabricate aluminum-based, copper-based, and metal matrix composite coatings. It is particularly suitable for localized repair of offshore structures and surface modification requiring enhanced corrosion and wear resistance. Zhang et al. deposited dense Al and Al5083 coatings on AA2024-T3 aluminum alloy using a low-pressure cold spray system. The Al5083 coating showed superior mechanical properties (tensile strength > 45 MPa) and corrosion resistance, maintaining high corrosion protection even after 480 h of immersion in 3.5% NaCl solution, demonstrating the significant potential of cold spray for corrosion-resistant applications [
57].
In terms of material innovation, Norrell et al. developed a dual-nanoparticle reinforced aluminum matrix composite coating (nB4C/BNNP-Al) using cold spray. The coating exhibited excellent corrosion and wear resistance after 500 h and 2000 h of salt spray testing (
Figure 5a–d), and the inclusion of dual nanoreinforcements led to an ~11.7% increase in hardness [
58]. The SEM morphology of the nB4C/BNNP-Al composite coating after an extended 2000 h salt spray test is shown in
Figure 5a–d. The minimal corrosion damage observed visually validates the exceptional long-term corrosion resistance achieved by the dual-nanoparticle reinforcement strategy in the cold-sprayed coating. This indicates that the performance of cold-sprayed coatings in marine environments can be further enhanced through rational nanocomposite design.
Cold spray has also been used to deposit coatings based on high-strength aluminum alloys, copper alloys, and composites such as Al-quasicrystal (Al-QC) systems. Jafari et al. reported that an Al-QC composite coating deposited via cold spray exhibited a sevenfold increase in wear resistance during room-temperature tribological testing, showcasing the broad potential of cold spray technology in high-wear applications [
59].
Nevertheless, cold spray still faces technical challenges. Coating density is highly sensitive to powder particle size and deposition velocity, and the method is less effective for spraying high-melting-point ceramic materials. Furthermore, uniform deposition on complex curved surfaces, fine structures, and long-term stability in extreme seawater environments require further optimization.
4.6. Fabrication of Nanolayer Multilayer Coatings via PVD/CVD Technologies
Physical vapor deposition (PVD) and chemical vapor deposition (CVD) techniques play a vital role in the fabrication of high-performance nanolayer multilayer coatings. By alternately depositing different materials (e.g., TiN, CrN, TiAlN) to form multilayered structures at the nanoscale, these coatings effectively suppress crack propagation, enhance interfacial adhesion, and optimize residual stress distribution. This significantly improves their wear and corrosion resistance, making them particularly suitable for critical marine components such as seals and connectors.
Lotfi-Khojasteh et al. employed cathodic arc PVD to deposit TiN/CrN nanolayer coatings on carburized H13 steel substrates. The coatings exhibited excellent tribological and corrosion performance, with a corrosion current density reduced to 0.487 µA/cm
2 in electrochemical testing—substantially lower than the untreated substrate. The nanolayered architecture effectively blocked the diffusion of corrosive species and enhanced coating density and protective capability [
60].
In terms of material innovation, Grips et al. fabricated TiAlN/CrN multilayer coatings via reactive magnetron sputtering. Compared with monolayer TiN or CrN coatings, the TiAlN/CrN multilayers exhibited higher polarization resistance and lower corrosion current density in 3.5% NaCl solution, indicating superior corrosion resistance. This improvement is primarily attributed to the increased diffusion path from multilayer interfaces and the formation of a highly dense microstructure [
45].
Additionally, Adesina systematically evaluated the high-temperature wear behavior of TiN/TiAlN, CrN/TiAlN, and CrAlN/TiAlN bilayer coatings. At 500 °C, these multilayer coatings exhibited a higher hardness and elastic modulus compared to monolayer TiAlN coatings, with wear resistance improved by 70–90%. These findings highlight the potential of multilayer structures for applications in high-temperature, highly corrosive marine environments [
61].
However, it is important to note that the performance of PVD-deposited nanolayer coatings is highly sensitive to processing parameters such as substrate bias, arc current, and gas composition. Improper control may lead to micropores or stress concentrations, reducing protective performance. Moreover, prolonged salt spray exposure in marine environments can induce interfacial degradation, necessitating further optimization of interface design and post-treatment processes.
To provide a compact, side-by-side view of the deposition routes discussed in
Section 4,
Table 2 summarizes typical thickness and rate ranges, representative materials, and concise process notes for marine applications. In practice, small shifts in bias, gas composition or arc current map to density, interface stress and defect population, hence to the corrosion, oxidation and wear metrics quantified by the standardized tests in
Section 5.
5. Performance Evaluation and Testing Methods for Coatings
This section consolidates standardized methods for quantifying coating performance in marine service. We group the discussion by failure mode—wear (sliding/abrasive/erosive), corrosion (salt spray and electrochemical), cavitation and corrosion–wear coupling, and fatigue—and then summarize cross-cutting metrics and standards that enable reproducible comparison. Emphasis is placed on how test parameters map to service-relevant responses (e.g., porosity/defects to I₍corr₎, hydrodynamics to erosion rate, loading spectra to fatigue life) and on the limits of accelerated protocols.
5.1. Wear Performance Testing Methods
Wear resistance is a critical indicator for evaluating the reliability of wear-resistant coatings under marine service conditions. Common test methods include sliding wear tests, abrasive wear tests, and erosion wear tests.
Sliding wear testing is one of the most widely used methods. According to ASTM G99, the test is performed by controlling normal load, rotational speed, and sliding distance to measure the coefficient of friction and wear rate under defined conditions [
62]. Zhang et al. applied this method in the study of Al-based cold-sprayed coatings, using combined measurements of wear depth and friction force to effectively assess the wear resistance of various coating systems in seawater environments [
57].
Abrasive wear testing is typically performed following the ASTM G65 standard, also known as the dry sand rubber wheel abrasion test [
63]. In this method, fixed abrasive particles are used to simulate low-stress abrasive conditions and assess the material’s resistance to wear. Fu et al. compared wear data from ASTM G65 and pin-on-disk methods for cast iron and steel materials, revealing a predictable linear correlation between the two, suggesting that G65 is well-suited for evaluating coating performance under practical marine conditions [
64].
Erosion wear testing is mainly conducted in accordance with ASTM G76, which simulates high-velocity solid particle impacts on material surfaces [
65]. It is particularly suitable for assessing the erosion resistance of coatings in environments such as seawater scouring and sand-laden flows. Kumar et al. combined erosion and sliding wear testing to evaluate the wear behavior of Al-Si composites. The results showed that the erosion rate varied significantly with impact angle and particle velocity, and different material systems exhibited distinct failure modes under varying erosion conditions [
66].
It is important to note that each test method reflects different wear mechanisms: sliding wear focuses on shear and adhesive damage; abrasive wear emphasizes cutting by hard particles, while erosion wear primarily involves impact-induced material removal. Therefore, a comprehensive evaluation of marine wear-resistant coatings often requires a combination of these methods to capture coating performance across diverse service conditions.
5.2. Corrosion Resistance Testing Methods
In marine environments, corrosion resistance is a critical factor determining the long-term service stability of wear-resistant coatings. Common evaluation methods include neutral salt spray testing and electrochemical techniques such as potentiodynamic polarization and electrochemical impedance spectroscopy (EIS).
The neutral salt spray test (as per ASTM B117) is a classical and widely applied accelerated corrosion testing method. In this test, samples are exposed to a 5% NaCl fog environment, and the formation and propagation of corrosion products on the coating surface are periodically observed [
67]. Zhao et al. evaluated the corrosion resistance of polyarylether-based composite coatings under high-temperature marine conditions using a salt spray system. Their results showed that the optimized coatings maintained excellent protection even after 2400 h of salt spray exposure at 250 °C, demonstrating the test’s significance in assessing coating stability under high salinity stress [
68].
Electrochemical testing provides a more quantitative assessment of corrosion performance. Potentiodynamic polarization (e.g., Tafel curves) enables the evaluation of coating protection capability by measuring the corrosion current density (i_corr) and corrosion potential (E_corr). Electrochemical impedance spectroscopy (EIS) further analyzes the coating’s electrochemical behavior using Nyquist and Bode plots, which reveal coating density, barrier properties, and defect severity. Wu et al. combined potentiodynamic scans and EIS to systematically assess the corrosion resistance of laser-clad high-entropy alloy coatings in 3.5% NaCl solution, finding that variations in Cu content significantly influenced the polarization resistance and corrosion rate [
69].
It should be noted that while the salt spray test is straightforward and visual, it cannot fully replicate the complex redox cycles and wet-dry alternations experienced under actual marine service conditions. Conversely, electrochemical testing offers higher precision and richer data, but often requires complementary long-term immersion testing and surface characterization (e.g., SEM, EDS) for validation. Therefore, comprehensive corrosion performance evaluations typically combine multiple methods to ensure accuracy and reliability.
5.3. Cavitation Erosion and Synergistic Corrosion-Wear Testing Methods
In marine environments, cavitation erosion and corrosion-wear synergy are common failure mechanisms for protective coatings, particularly in localized high-velocity regions such as propellers, pump impellers, and subsea valves. To accurately evaluate coating performance under such conditions, dedicated cavitation and combined corrosion-wear testing methods are commonly employed.
Cavitation erosion testing is widely conducted following ASTM G32, using either ultrasonic vibration or liquid jet impingement methods. In these tests, cavitation bubbles are generated on the sample surface by ultrasonic waves or high-velocity fluid; the collapse of these bubbles produces localized impact pressures that lead to material removal [
70]. Szala et al. applied the ASTM G32 method to test cold-sprayed Al/Al
2O
3 and Cu/Al
2O
3 composite coatings. The results showed that these composite coatings exhibited higher durability in cavitation environments than conventional metallic materials. Notably, the dense structure of Cu/Al
2O
3 coatings effectively resisted microcrack propagation induced by cavitation [
71].
To account for the additional influence of corrosion, an increasing number of studies employ electrochemical coupling systems that monitor real-time changes in corrosion current and potential during cavitation testing. Tôn-Thât integrated the ASTM G32 cavitation setup with an electrochemical monitoring system to investigate the cavitation-corrosion behavior of ASTM A27 steel in natural river water [
72]. The results revealed a significant increase in corrosion current under cavitation, indicating that the mechanical collapse of bubbles damaged the passive film and accelerated electrochemical corrosion of the metal substrate [
73].
For seawater service conditions, Algoburi et al. studied the cavitation-corrosion behavior of HVOF-sprayed WC-NiCrBSi coatings in natural seawater using a modified ASTM G32 method. Their approach combined mass loss measurements with microscopic surface analysis. The study found that coatings subjected to hot isostatic pressing (HIP) exhibited lower cavitation rates and finer surface damage features, confirming that densification treatment plays a crucial role in enhancing cavitation–corrosion protection performance [
32].
It should be noted that cavitation-corrosion coupling tests still face technical challenges, including the highly localized nature of bubble collapse, electrochemical signal noise, and the accumulation of corrosion products. To address these issues, recent studies have proposed in situ characterization techniques (e.g., in situ SEM, real-time EIS) and multiscale modeling approaches to provide deeper insight into the degradation mechanisms of coatings under coupled cavitation-corrosion conditions.
5.4. Fatigue Performance Testing Methods
During long-term service in marine environments, coatings must not only resist wear and corrosion but also exhibit adequate fatigue resistance, especially under cyclic loading induced by waves, tides, and wind forces. Fatigue performance is typically evaluated using a combination of testing methods, including rotating bending fatigue, tensile fatigue, and corrosion fatigue testing.
Rotating bending fatigue is a classical high-cycle fatigue (HCF) testing method, in which alternating bending stress of constant amplitude is applied to the specimen. Fatigue life under different stress levels is measured, often represented by an S-N curve. Madhavi et al. conducted corrosion fatigue testing on micro-arc oxidized (MAO) 2024-T3 and 7075-T6 aluminum alloys in 3.5% NaCl solution. The results showed that MAO coatings significantly extended fatigue life, with improvements exceeding 30% compared to the uncoated substrate, highlighting the positive impact of surface modification on fatigue resistance [
74].
Tensile fatigue testing applies cyclic axial loads under a specified stress ratio (R-value) and is commonly used to assess the overall fatigue behavior of the coating-substrate system. Yadav et al. investigated the corrosion fatigue behavior of welded AA2024-T3 aluminum alloys after immersion in 3.5% NaCl solution. The results indicated that localized pitting corrosion significantly reduced fatigue life, and the weld zone was more susceptible to crack initiation and propagation due to its microstructural heterogeneity [
75].
Corrosion fatigue testing under combined mechanical and corrosive conditions better simulates real-world marine service environments. Chen et al. carried out fatigue tests on aluminum alloys under multiaxial cyclic loading in combination with corrosion exposure. The results revealed that corrosion time, fluid velocity, and temperature all significantly affected fatigue life, with corrosion duration having the most prominent effect [
76].
It should be noted that corrosion fatigue results are influenced by multiple parameters, including the type of corrosive medium, loading waveform (e.g., sinusoidal, trapezoidal), frequency, and stress ratio. Moreover, corrosion introduces various defects (e.g., pitting, intergranular corrosion) that alter crack initiation and propagation mechanisms. Therefore, fatigue performance evaluations of wear-resistant coatings should be complemented with microscopic fracture surface analysis (e.g., SEM) and fatigue crack growth rate testing to comprehensively understand failure behavior.
5.5. Comprehensive Evaluation Metrics and Standardized Testing Frameworks
For wear-resistant coatings in marine environments, performance evaluation should not rely on a single test result but instead be based on a comprehensive analysis of multiple indicators. Key evaluation metrics include hardness, adhesion strength, wear rate, corrosion rate, and electrochemical parameters such as corrosion current density. Together, these metrics determine the overall performance of a coating under complex service conditions.
Hardness reflects a coating’s resistance to localized plastic deformation and is typically measured using methods such as Vickers hardness testing or nanoindentation. Xu et al. studied CrCN nanocomposite coatings with varying carbon content and found that coating hardness initially increased and then decreased with increasing carbon content. The sample with 20.3% carbon exhibited a hardness of 14.7 GPa, indicating excellent wear resistance potential [
77].
Adhesion strength characterizes the bonding quality between the coating and the substrate. It is commonly evaluated using techniques such as scratch testing or pull-off testing. Pană et al. demonstrated that a high adhesion strength (up to 90 N) in TiNbC coatings significantly improved both corrosion and wear resistance [
78].
The wear rate, often measured using the pin-on-disk or dry sand rubber wheel method (e.g., ASTM G65), quantifies the material removal rate under specific load and frictional conditions. Lee et al. reported that incorporating h-BN nanoparticles into micro-arc oxidation (MAO) coatings significantly reduced the wear rate while maintaining excellent corrosion resistance, confirming the importance of integrated coating design strategies [
79].
Corrosion rate and corrosion current density (i_corr) are key electrochemical indicators of a coating’s corrosion resistance and are usually assessed through potentiodynamic polarization and electrochemical impedance spectroscopy (EIS). Fayed et al. evaluated Si/DLC coatings in 3.5% NaCl solution using EIS. Their findings showed that increasing the deposition thickness reduced the corrosion rate to 0.001 mm/y, effectively slowing seawater-induced degradation [
80].
In terms of standardization, the most widely adopted international protocols include ASTM, ISO, and DIN standards. Examples include ASTM G65 (abrasive wear testing), ASTM B117 (salt spray corrosion testing), ASTM G76 (erosion wear testing), and ISO 2812 (corrosion resistance of coatings) [
81]. These standards provide unified procedures and criteria that ensure the reproducibility and comparability of test data.
Overall, no single indicator can fully capture a coating’s service performance. A combined evaluation using hardness, adhesion strength, wear and corrosion resistance—along with microstructural analysis techniques such as SEM, EDS, and fracture surface observation—provides a systematic performance evaluation framework to guide coating design, processing, and application optimization.
5.6. Standardization and Future Perspectives for Coating Performance Evaluation
Standardized testing protocols are fundamental for ensuring the reliability, comparability, and reproducibility of results in the performance evaluation of wear- and corrosion-resistant coatings for marine applications. The most widely adopted international standards include ASTM G65, ASTM G76, and ASTM D4060 for assessing abrasive and erosive wear; ASTM G31, ASTM B117, and ISO 9227 for corrosion testing in saline or cyclic environments; and ASTM D4541 and ISO 4624 for coating adhesion strength. For offshore and splash-zone structures, ISO 20340 and ISO 12944-9 provide cyclic corrosion, UV, and salt-spray procedures that simulate long-term marine exposure, and are routinely employed in qualification of marine protective coatings [
82,
83,
84,
85,
86,
87,
88].
Despite their wide use, laboratory testing conditions differ substantially from actual marine service. Laboratory methods generally employ constant temperature, salinity, oxygen content, and simplified hydrodynamics, whereas real seawater environments involve fluctuating flow velocity, dissolved oxygen, temperature, and biological fouling. These dynamic factors produce complex wear–corrosion interactions that are difficult to reproduce under controlled testing. Studies have shown that results from accelerated corrosion or erosion tests may misrepresent degradation behavior—overestimating certain mechanisms such as chloride-induced corrosion or UV aging while underestimating synergistic effects such as corrosion–fatigue and erosion–corrosion coupling Consequently, although accelerated testing offers efficiency and comparability, it cannot fully predict long-term coating reliability in offshore service.
Accelerated laboratory methods such as salt-spray and cyclic-immersion tests remain indispensable screening tools, yet their simplified boundary conditions—constant chloride concentration, limited fluid dynamics, and the absence of mechanical cyclic loading—restrict their predictive accuracy. These differences can lead to discrepancies between laboratory life prediction and field performance, highlighting the necessity for updated test protocols that incorporate validation against long-term exposure data
Current international standards also lack unified procedures capable of simultaneously evaluating mechanical, electrochemical, and environmental degradation. Existing ASTM and ISO frameworks still treat wear, corrosion, and fatigue as independent phenomena, despite their strong coupling under marine conditions. This gap is especially critical for coatings used on propellers, mooring chains, and offshore connectors, where erosion–corrosion–fatigue interactions dominate. Recent studies emphasize the need for integrated, reliability-based testing frameworks that combine mechanical loading, flow dynamics, and electrochemical monitoring, validated through field exposure data, to bridge the gap between laboratory evaluation and real marine service [
89].
6. Current Research Status and Future Development Trends
6.1. Summary of Current Research
With the continuous expansion of marine resource exploitation and offshore engineering applications, the protective role of wear-resistant coatings under extreme service conditions has become increasingly important. Existing studies show that traditional coating systems—such as WC-Co, Cr3C2-NiCr, and thermally sprayed aluminium (TSA)—have been widely applied for wear protection in critical marine components. These coatings, when deposited using advanced technologies like HVOF, HVAF, laser cladding, cold spray, and PVD/CVD methods, demonstrate high coating density and durability suitable for aggressive environments.
In terms of performance evaluation, the development of standardized testing methods—such as sliding wear, abrasive wear, erosion wear, salt spray corrosion, electrochemical impedance spectroscopy (EIS), and corrosion fatigue testing—has significantly strengthened failure analysis and coating qualification. International standards such as ASTM G65, ASTM G76, and ASTM B117 are widely referenced. However, the lack of unified accelerated life evaluation protocols under the complex synergistic conditions of marine environments remains a key bottleneck limiting the transition from laboratory research to field application.
To connect the above state-of-the-art with practical selection,
Figure 6 provides a compact decision tree that maps dominant service degradation, temperature, and component scale to recommended coating/process options (synthesized from
Section 3 and
Section 4; see also
Table 2).
Although conventional wear-resistant coatings can partially meet the demands of marine engineering, they still face challenges in extreme conditions such as deep-sea high pressure, ice loading, and combined corrosion-fatigue environments. These challenges manifest in complex failure modes, limited-service life, and high maintenance costs. Moreover, there is currently a lack of systematic co-design between coating materials and processing technologies, which hampers further improvement in overall performance.
Notably, novel material systems have recently emerged as research frontiers. High-entropy alloy (HEA) coatings exhibit outstanding wear resistance, corrosion resistance, and high-temperature stability, making them highly promising for marine protection. For example, Liu et al. successfully fabricated a CoCrFeNiTaAl HEA coating using HVAF, demonstrating excellent corrosion and wear resistance in seawater [
90]. Additionally, MAX phase materials (e.g., Ti
3SiC
2, Cr
2AlC), which combine metallic and ceramic properties such as good erosion resistance, oxidation resistance, and self-healing capability, have attracted attention as potential next-generation wear-resistant coatings
However, these novel materials still lack long-term validation under extreme marine environments, and their complex fabrication processes and high costs pose barriers to large-scale industrial adoption. In the future, the challenge will lie in developing cost-effective and scalable fabrication routes while maintaining high performance, which is essential for translating these advanced coatings into practical marine applications.
6.2. Environmentally Friendly Coating Systems: Challenges and Prospects
The transition toward environmentally sustainable marine coatings is being accelerated by international environmental policies and market pressures for reduced ecological footprints. Conventional antifouling and protective coatings often contain hexavalent chromium, lead, organotin, or perfluorinated compounds, which pose significant toxicity and persistence concerns. Regulatory frameworks such as the EU REACH Regulation (EC 1907/2006), the IMO International Convention on the Control of Harmful Antifouling Systems (2008), and the U.S. EPA National VOC Emission Standards (40 CFR Part 59) have therefore restricted or banned these substances in marine coatings. Additionally, ISO 14040/14044 life-cycle assessment (LCA) standards now guide the quantification of environmental impact throughout coating production, application, and disposal [
91,
92].
From a sustainability standpoint, waterborne epoxy, sol–gel silicate, and bio-based polyurethane coatings have demonstrated the lowest environmental footprints among industrially scalable systems. Comparative LCA data indicate that substituting solvent-borne polyurethane with waterborne or bio-based analogues reduces total global warming potential by 35–60% and volatile organic compound (VOC) emissions by over 90% [
93]. Sol–gel and silicate coatings further minimize hazardous waste generation by eliminating organic solvents and curing agents. However, while such coatings excel in environmental performance, their mechanical durability and adhesion strength under cyclic marine loads still lag behind conventional solvent-borne or fluoropolymer systems, presenting a trade-off between environmental compliance and long-term protection efficiency.
Economic factors also exert a decisive influence on coating selection. While eco-friendly and intelligent coatings often entail higher initial material and fabrication costs (10–25% above conventional systems), life-cycle analyses show potential reductions of 15–30% in maintenance and repainting costs over a 20-year offshore service life. In large marine structures such as FPSOs and wind-turbine towers, extending recoating intervals from 5 years to 10 years can yield operational cost savings exceeding US$1–2 million per unit. Furthermore, compliance with environmental regulations mitigates future liability costs related to hazardous material handling and waste treatment. Thus, the adoption of sustainable coatings can offer both environmental and long-term economic benefits, even when short-term costs are higher.
Parallel to the push for sustainability, the development of intelligent coating systems represents a transformative direction for the marine industry. In this context, “intelligent” refers to self-healing, corrosion-sensing, and adaptive friction-control coatings that can autonomously respond to environmental changes [
94].
Self-healing coatings employ encapsulated healing agents such as dicyclopentadiene or bisphenol-A epoxy monomers that polymerize upon mechanical damage, restoring barrier properties; for example, coatings containing 10 wt% urea-formaldehyde microcapsules have shown up to 90% recovery of impedance modulus after salt-spray exposure.
Corrosion-sensing coatings integrate conductive graphene, polyaniline, or fluorescent nanomaterials to detect local electrochemical potential changes or pH gradients, allowing real-time corrosion monitoring.
Adaptive coatings can dynamically adjust surface energy or friction coefficient under temperature or shear changes—for instance, TiO2/PDMS hybrid surfaces exhibit reversible transitions between hydrophobic and hydrophilic states, reducing drag in fluctuating seawater flow.
Despite these advances, several technological barriers hinder practical deployment. The chemical instability of encapsulated healing agents in saline and high-humidity environments limits self-healing longevity; signal interference and noise complicate corrosion-sensing reliability; and integration of multi-functional fillers often degrades coating adhesion and mechanical integrity. Furthermore, scalable production of intelligent coatings remains cost-prohibitive—current nanomaterial-based systems can cost 3–5 times more than conventional epoxy coatings.
To overcome these obstacles, recent research emphasizes green encapsulation chemistries (e.g., silica or chitosan microcapsules), nanostructured hybrid fillers combining corrosion inhibitors and mechanical reinforcements, and additive-manufacturing-assisted deposition for precise control of coating architecture [
95]. Integration of machine-learning-based predictive modeling and digital twin simulations is expected to further enable adaptive coating design and real-time performance prediction.
In the long term, the convergence of environmental sustainability and intelligent functionality will define next-generation marine coating systems. Future standardization should aim to evaluate coatings not only by corrosion and wear resistance, but also by eco-efficiency, self-healing kinetics, and sensing responsiveness, establishing unified criteria that link functionality with environmental performance and lifecycle reliability.
6.3. Current Research Gaps and Future Challenges
Although significant progress has been made in the development of marine wear-resistant coatings, several fundamental scientific questions and technological bottlenecks remain unresolved, limiting the transition from laboratory research to industrial implementation.
First, the fundamental mechanisms of wear–corrosion coupling in real marine environments are not yet fully understood. Most laboratory studies isolate single degradation factors—abrasion, erosion, or corrosion—under simplified conditions, whereas in actual seawater, coatings are exposed to dynamic flow, cavitation impact, and alternating redox and mechanical cycles. The synergistic interactions among these mechanisms, especially the competition between mechanical removal and electrochemical film repair, remain poorly quantified and require multiscale in situ observation combined with numerical modeling.
Second, material-level limitations persist in balancing hardness, toughness, and corrosion resistance. Ceramic and cermet coatings such as WC–Co or Cr3C2–NiCr exhibit excellent wear resistance but suffer from residual porosity and brittleness, leading to premature cracking under cyclic stress. Conversely, polymeric or composite coatings offer better elasticity but limited thermal and chemical stability. The trade-off between mechanical integrity and electrochemical durability continues to be a key challenge restricting their wider adoption in offshore systems.
Third, there exist conflicting conclusions in the literature regarding dominant failure modes and optimization strategies. For example, some studies attribute coating degradation in seawater-slurry environments primarily to particle-impact fatigue, while others emphasize galvanic corrosion as the controlling mechanism. Discrepancies often arise from differences in experimental setup, particle concentration, and electrochemical boundary conditions, underscoring the need for standardized test protocols and unified data reporting to enable meaningful comparison.
Fourth, emerging technologies provide promising pathways but remain at early stages of validation. Techniques such as laser-directed energy deposition (LDED) and cold spray additive manufacturing enable dense, defect-free coatings with reduced oxidation, yet their long-term corrosion–fatigue behavior in seawater is largely unverified. Similarly, micro/nanocapsule-based self-healing systems have shown short-term success in laboratory conditions but face issues of encapsulant leaching, limited healing cycles, and high cost. Digital and data-driven approaches—such as machine-learning-guided coating design and digital-twin modeling for lifetime prediction—are conceptually powerful but still lack sufficient experimental datasets for robust model training and validation [
9].
Finally, a critical future challenge lies in the integration of multifunctional coatings that simultaneously deliver wear resistance, corrosion protection, self-healing, and environmental compatibility. Achieving such integration will require a shift toward hierarchical coating architectures, adaptive hybrid materials, and system-level design optimization that considers mechanical, electrochemical, and ecological performance concurrently. Bridging the gap between scientific discovery and industrial application thus demands coordinated efforts across materials science, marine engineering, and environmental policy.
6.4. Emerging Research Directions and Recent Advances
In the past few years, rapid progress has been made in several emerging areas relevant to marine wear-resistant coatings. Among these, nanomaterials, additive manufacturing, machine learning, and self-healing systems have shown considerable potential to transform coating design and functionality, although most remain at an early stage of application for offshore use.
The incorporation of nanomaterials such as graphene, MXenes, carbon nanotubes, and nano-Al
2O
3 has been shown to enhance coating hardness, toughness, and corrosion resistance through microstructural refinement and interfacial reinforcement [
96]. Similarly, MXene-based hybrid coatings have exhibited excellent electrical conductivity and self-passivation properties, offering prospects for real-time electrochemical monitoring and smart corrosion protection. Despite these advantages, challenges remain in ensuring uniform nanoparticle dispersion and interfacial compatibility within polymer or ceramic matrices.
At the same time, additive manufacturing (AM) technologies—including cold spray, laser-directed energy deposition (LDED), and wire-arc additive manufacturing (WAAM)—have emerged as promising alternatives to conventional thermal spraying. AM enables dense, defect-free coatings with compositionally graded structures and tunable residual stresses. Recent studies report that cold-sprayed WC–Ni coatings produced by AM exhibited 30–50% lower porosity and superior erosion–corrosion resistance in seawater–sand slurry tests compared with traditional thermal-spray coatings [
97]. Nevertheless, achieving consistent surface finish, process repeatability, and large-area uniformity remains a key limitation for industrial-scale marine applications.
In parallel, machine learning (ML) and data-driven modeling are increasingly used for coating design and lifetime prediction. ML algorithms trained on process–structure–property datasets have achieved corrosion-rate prediction accuracies within 10% error, demonstrating potential for virtual screening and optimization of coating compositions [
98]. However, limited datasets under realistic marine service conditions currently restrict model generalizability and confidence.
Another rapidly advancing area is self-healing and multifunctional coatings. Recent progress in nanocapsule- and nanocontainer-based systems has enabled multi-cycle healing and sustained corrosion protection. Encapsulation of inhibitors such as cerium nitrate or benzotriazole in silica or chitosan shells has yielded coatings capable of maintaining low corrosion current densities even after repeated mechanical damage [
94]. Yet, issues related to encapsulant stability, finite healing capacity, and high production costs continue to impede large-scale application.
Overall, while these emerging technologies have not yet achieved full maturity for deployment in the harsh and complex environments of marine systems, they represent key research frontiers for the next generation of wear-resistant coatings. Integrating nanostructured reinforcement, additive manufacturing precision, machine-learning-driven optimization, and autonomous self-healing functions offers a pathway toward high-performance, adaptive, and sustainable coatings for future offshore engineering. Continued interdisciplinary collaboration among materials science, marine engineering, and data-driven design will be essential to accelerate their transition from laboratory research to practical, large-scale marine applications.