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eess.SY2022
Characterization of electric consumers through an automated clustering pipeline
Francesca Soldan, Alberto Maldarella, Gabriele Paludetto +3
Clustering analysis of daily load profiles represents an effective technique to classify and aggregate electric users based on their actual consumption patterns. Among other purpos…
eess.SY2019
Functional Principal Component Analysis as a Versatile Technique to Understand and Predict the Electric Consumption Patterns
Davide Beretta, Samuele Grillo, Davide Pigoli +3
Understanding and predicting the electric consumption patterns in the short-, mid- and long-term, at the distribution and transmission level, is a fundamental asset for smart grids…