The steel industry is an important foundational industry in the national economy and is crucial for economic and social development. With the announcement of the "Peak Carbon" and "Carbon Neutrality" targets in 2020, the steel industry has become a key area for achieving green and low-carbon development goals. Green and low-carbon development has become a universal consensus both nationally and globally. According to statistics, the annual carbon emissions of the steel industry account for approximately 15% of the total national carbon emissions. With the continuous changes in the steel market and policies, the industry faces many challenges, including uncertainties in the global economic situation, fluctuations in raw material prices, and increasing pressure for environmental protection. The transformation of enterprises towards green and low-carbon development is imminent.