304 stainless steel bell-annealed coils are widely used in food processing equipment, kitchenware, medical devices, architectural decoration, automotive components, and other fields. The production process of annealed coils includes 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 is formed by merging data from multiple sources.