The global steel industry witnesses a period of significant change. Driven by factors such as increasing demand in emerging markets, continuous supply chain disruptions, and enhanced environmental regulations, the steel trade landscape is rapidly evolving. Stakeholders need to respond to these trends by adopting innovative technologies, optimizing