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Parameters

The following values are measured using sensors and sent to the ML model for prediction:

• Q-E : input flow to the plant
• PH-E : input pH to plant
• ZN-E : input Zinc to plant (mg/L)
• DQO-E : input chemical demand of oxygen to plant (mg/L)

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Predicted Value

Based on the values input from sensors time -

mg/L is the predicted value of DQO-S

Here, DQO-S is the output chemical demand of oxygen of the secondary treatment process. This will help in identifying if further cycles of treatment are required.