Green energy power generating forecast
Problem and task description
For power generating plants it is important to know how much energy at which time will be generated. It is crusual to know hour-by-hour energy output for the next day to be able to sell it with optimal price. Prodictive model that uses weather forecast and historical data to predict this using time series predictive modeling.
Energy generation predictions for green energy using:
- weather forecast
- historical data
- specific features that can be learned from various time-series based data
Neural Networks, deep learning and classic algorithms used for this problem.