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stat.AP2024
Data is missing again -- Reconstruction of power generation data using -Nearest Neighbors and spectral graph theory
Amandine Pierrot, Pierre Pinson
The risk of missing data and subsequent incomplete data records at wind farms increases with the number of turbines and sensors. We propose here an imputation method that blends da…
stat.AP2020
Adaptive Generalized Logit-Normal Distributions for Wind Power Short-Term Forecasting
Amandine Pierrot, Pierre Pinson
There is increasing interest in very short-term and higher-resolution wind power forecasting (from minutes to hours ahead), especially offshore. Statistical methods are of utmost r…