Carbon steel annealed coils are a type of carbon steel material that has undergone a special heat treatment process, characterized primarily by improved ductility and toughness. Major application areas of carbon steel annealed coils include automotive manufacturing, home appliance manufacturing, construction, and various mechanical manufacturing sectors. In these fields, the product is typically used to manufacture complex components such as car body parts and housings for household appliances. The production process of annealed coils involves heating, heat preservation, and slow cooling of cold-rolled hard coils, covering energy consumption, material consumption, waste treatment, and environmental emissions during production. This dataset was formed by merging data from multiple sources.