Wind Power Forecast by Speeds - POSOCO/wind-forecast GitHub Wiki

Steps Involved

For a particular day D do the following

1. Get the wind speeds of the day D-1 and update in the DB
2. Get the scada wind generations of D-1 and update in the DB
3. Using the above two data sets fit the speed vs power curve (using normal equation method of polynomial regression in 2nd degree and one variable) and get the regression parameters and update them in the DB
4. Get the forecasted wind speeds via the api in real time and get the forecasted wind generation values for the same day and next day and update in the database