The dataset represents the treatment of wastewater generated by conventional transformation activities. The average COD content in domestic wastewater in Shenyang City, Liaoning Province is 0.1831 kg/m3, and BOD is 0.0759 kg/m3. The proportions of wastewater treatment processes in this area are: BAF (biological aerated filter) 22.15%, MBR 21%, modified A²/O 20.9%, biological fluidized bed 19.92%, A²/O 7.06%, and others 8.97%.