Lower Dimensional Spherical Representation of Medium Voltage Load Profiles for Visualization, Outlier Detection, and Generative Modelling

This paper presents the spherical lower dimensional representation for daily medium voltage load profiles, based on principal component analysis. The objective is to unify and simplify the tasks for (i) clustering visualisation, (ii) outlier detection and (iii) generative profile modelling under one...

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Hauptverfasser:	Duque, Edgar Mauricio Salazar, van der Holst, Bart, Vergara, Pedro P, Giraldo, Juan S, Nguyen, Phuong H, Van der Molen, Anne, Han, Slootweg
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Systems and Control
Online-Zugang:	Volltext bestellen
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