The metallurgy and steel industry is a crucial foundational sector of China's national economy, providing strong material support for the rapid growth of the steel industry. It has made significant contributions to the sustained, stable, and healthy development of the national economy and has played a vital role in advancing the global steel industry.
In the metallurgy and steel sector, a large amount of equipment operates under conditions of high temperature, high speed, heavy loads, or corrosive environments, to severe oxidation, wear, and medium corrosion. The main failure modes include roll surface damage, corrosion, surface spalling, and failures in the transmission chain. These issues necessitate frequent replacements, which are labor-intensive and inefficient.