Data is missing again -- Reconstruction of power generation data using $k$-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…