Iron scrap consists of discarded or leftover iron materials collected from sources like construction sites, automotive industries, old machinery, and household appliances. As a core material in industries worldwide, recycled iron is essential for manufacturing new products such as steel beams, automotive parts, and tools. The recycling of iron scrap plays a vital role in reducing waste, conserving natural resources, and lowering the need for energy-intensive mining of iron ore. The process involves collecting, sorting, cleaning, and melting the scrap to repurpose it into high-quality raw material. Recycling iron scrap not only contributes to environmental sustainability but also boosts economic growth by providing a cost-efficient alternative for manufacturers and creating jobs in the recycling industry.