A Novel Feature Set for Low-Voltage Consumers, Based on the Temporal Dependence of Consumption and Peak Demands

A Novel Feature Set for Low-Voltage Consumers, Based on the Temporal Dependence of Consumption and Peak Demands

This paper proposes a novel feature construction methodology aiming at both clustering yearly load profiles of low-voltage consumers, as well as investigating the stochastic nature of their peak demands. These load profiles describe the electricity consumption over a one-year period, allowing the st...

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Bibliographic Details
Main Authors: Robbert Claeys, Hakim Azaioud, Rémy Cleenwerck, Jos Knockaert, Jan Desmet
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Energies
Subjects:
load profiling
consumer categorization
clustering
load duration curve
peak demand
feature construction
Online Access:https://www.mdpi.com/1996-1073/14/1/139

Internet

https://www.mdpi.com/1996-1073/14/1/139

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