Melbourn Eastern Wastewater Treatment Plant
Project Aim: Predicting the Total Grid Power Consumption
https://www.melbournewater.com.au/
With having the effluent data of the plant and the energy consumption we begin the project. Later on, we obtained the daily climate reports through web-scraping from Melbourn airport weather station.
As TN and BOD samplings occurs once a week, we had missing data in these columns.
After predicting the missing values with almost (40%) accuracy, we performed a comprehensive Feature selection and machine learning study to find the best way to predict the power consumption
Grouping_Inlet :
We have several inlet flow records for each day. In this code, we grouped the data by averaging inlet values for each day.