Stainless steel annealed coils are stainless steel products manufactured through a special heat treatment process. The primary purpose of annealing is to reduce internal stresses in the metal, improve its microstructure, and thereby enhance the plasticity, toughness, and workability of the stainless steel. The main components are chromium, nickel, and other alloying elements, providing high corrosion resistance and mechanical properties. This material is widely used in applications such as food processing equipment, kitchenware, medical devices, architectural decoration, automotive components, and chemical processing equipment. The production process of annealed coils includes heating, holding, and slow cooling of hard-rolled coils, covering energy consumption, material consumption, waste treatment, and environmental emissions during the production process. This dataset is formed by merging data from multiple sources.