Published January 30, 2024
| Version v2
Dataset
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Duferco forecast results using Kernel Ridge
Description
The data uploaded represent thirteen months of Duferco forecast (June 2021 - June 2022) using Kernel Ridge regression with hourly granularity for the Calabria wind farm.
The three csv files represents the three different methods developed and tested during the project:
- BL: Kernel Ridge regression with gaussian kernel (Baseline).
- PC: The Baseline method with the pre-processing of the data using the power curve.
- PC+K: The Baseline method with the pre-processing of the data using the power curve, and the post-processing of the forecast using Kalman smoothing filter.