Nghiên cứu kết hợp mô hình thủy lực và mô hình trí tuệ nhân tạo mô phỏng chất lượng nước của sông Đào, tỉnh Nam Định

Abstract

The section of Dao river that flows through Nam Dinh City plays a very important role in the socio-economic development of Nam Dinh province. The water of this section also serves as raw water input for Nam Dinh Water Plant which supplies clean water for domestic and industrial use in Nam Dinh city. Therefore, the management and protection of the water quality is of great significance. The study develops artificial intelligence (AI) model to simulate the water quality of Dao river, based on the results of hydrodynamic simulation and water quality in the hydraulic model MIKE11. This study applies hydrodynamic modeling method (MIKE11) and artificial intelligence (AI) model to evaluate water quality of Dao river. The results of this study show that the method of using the MIKE 11 model combined with the AI model to simulate river water quality is relatively accurate. The results show that the wastewater treatment plant on the Dao river is generally still in good condition and has the ability to receive additional waste sources if the waste sources are
treated before being discharged into the environment.