The 20Cr13 stainless steel bell annealed coil is widely used in the manufacture of industrial products such as cutting tools, surgical instruments, springs, valves, and other applications requiring high strength, wear resistance, and certain corrosion resistance. The production process of the annealed coil includes heating, heat preservation, and slow cooling of the hard-rolled coil, covering energy consumption, material consumption, waste treatment, and environmental emissions involved in the production process. This dataset was formed by merging data from multiple sources.