Solar Forecasting Link to heading
We have created a deep-learning model for solar irradiance forecasting. According to the literature, the hybrid model of CNN-LSTM offers the best results, therefore, we implemented this combination, and we were able to produce predictions from 15 min up to 1 hour. Further details are on GitHub.
Contributions 💪 Link to heading
- Feature analysis
- Solar Azimuth and Solar Zenith features analysis
- Model development
- I helped along with other colleagues to create and develop the model
- We have a hybrid model of CNN-LSTM running on the Google Cloud Platform - Cloud Storage.
- You can watch the project’s presentation, 22’11’’ here
- Additionally, you can the slides presentation is available here