The RAMON Intelligent Scrap Steel Charging System addresses industry pain points such as the difficulty of classifying traditional scrap steel categories, significant errors in weight calculations, the lack of a basis for data traceability, and low batching efficiency. By integrating high-definition visual recognition, RFID, intelligent algorithms, and the Industrial Internet of Things (IIoT), it enables real-time collection, precise identification, automatic linking, and end-to-end traceability of the three core data categories—bin number, material type, and weight—during the scrap steel charging process. By providing integrated data support for intelligent steelmaking batching, accurate cost accounting, and efficient production scheduling, it serves as a core supporting system for the construction of smart steelmaking plants.The system can be widely applied to the charging process at various scrap yards within steel mills. Once deployed, it can drive a shift in scrap management from a “manual, experience-based” approach to a “datadriven” one, enhancing the intelligence of steelmaking batching and the stability of molten steel quality. At the same time, it provides accurate and traceable data analysis for production scheduling, cost analysis, and quality control, helping steel mills achieve cost reduction, efficiency gains, and end-to-end intelligent upgrades. It serves as a key enabler for the digital and intelligent transformation of the steel industry.