no code implementations • 10 Aug 2020 • Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry
In the first stage, load shapes are clustered by allowing a large number of clusters to accurately capture variations in energy use patterns and cluster centroids are extracted by accounting for shape misalignments.
no code implementations • 6 Feb 2019 • Milad Afzalan, Farrokh Jazizadeh
Spectral clustering algorithms typically require a priori selection of input parameters such as the number of clusters, a scaling parameter for the affinity measure, or ranges of these values for parameter tuning.