Method of Optimizing Recommended Coagulation Operating Parameters for Water Treatment

    公开(公告)号:US20240343608A1

    公开(公告)日:2024-10-17

    申请号:US18201863

    申请日:2023-05-25

    IPC分类号: C02F1/00 C02F1/52 G06N3/084

    摘要: The present invention is to optimize recommended coagulation operating parameters for water treatment. The optimization is aimed to apply Artificial Intelligence of Things for optimizing coagulation procedure with energy saved and cost reduced. The optimizing of the coagulation procedure is that the training data, such as water quality conditions, coagulant dosages, mixing speeds, etc., are used to estimate corresponding turbidity changes; and, after considering the drinking water standards and the cost of drug and energy, optimized operating parameters are found. The result shows that the accuracy of multiple nonlinear regression is high, where the root mean square difference for turbidity is 1.57 nephelometric turbidity units. In overall, the optimized coagulation procedure accurately estimates coagulation-related operating parameters based on changes in water quality.