WIND PREDICTION BIAS CORRECTION

My team was awarded as winners at the 3rd DATATHONS 2022, a data science Hackaton, organized by ONS (National Operator of the Electricity System).

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The analysis presented here is part of the final delivered project and solution. The ONS uses national and international models for wind forecasting, applied to wind generation. Therefore, in our study, our time-series is external prediction models bias and we try to predict these bias. We carried out this study applying SARIMA application, with 2-day window forecasting.