A complete statistical analysis of inter-state wind-speed data - Tamil Nadu, Andhra Pradesh, Madhya Pradesh and Rajasthan.
- Extraction of Hourly, Daily and Weekly wind speed data.
- Obtained descriptive statistical measures and visualizations of the wind speed data.
- Augmented Dickey–Fuller test for stationarity.
- Time Series Decomposition using multiplicative model.
- Non-Parametric Kolgomorov-Smirnov Test to find best fit distribution to our wind speed data.
- Time Series Forecasting using AR, MA, ARMA, ARIMA and SARIMA statistical models.
- Application of Machine Learning for wind speed forecasting.
- Stastical Quality Control to find states where the wind speeds are in-control.