Wind Generation Forecast With the Use of AI-Based Regression Methods
- The topic of the paper is the presentation of the methodology and the results of forecasting energy generation by the wind turbine with the utilization of three regression methods: factorization machines, decision trees and random forests. The data coming from the wind farm in Turkey was first preprocessed to facilitate prediction task. The prediction of the eneregy production.
- Forecasting; prediction; artificial intelligence; factorization machines; decision tress; random forests; wind energy production
- Event details
- IMEKO TC:
- Event name:
- TC10 Conference 2022
18th IMEKO TC10 Conference "Measurement for Diagnostics, Optimisation and Control to Support Sustainability and Resilience"
- Warsaw, POLAND
- 26 September 2022 - 27 September 2022