“…Friction plays a key role in the operation of mechanical systems, and more than 23% of the world’s energy consumption is directly related to friction, leading to the failure of most components due to friction-induced wear. , To improve the tribological performance of various components, researchers have proposed various coating preparation methods. Among these methods, microarc oxidation (MAO), a process that applies high voltages to metal surfaces and prepares ceramic coatings in an electrolyte environment, , has made significant progress in improving the surface properties of valve metals (e.g., aluminum (Al), − magnesium (Mg), , and titanium (Ti)). The strong, dense, tribological, and corrosion-resistant properties of ceramic coatings produced by MAO technology have attracted considerable academic and industrial attention.…”