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ESTSS—energy system time series suite: a declustered, application-independent, semi-artificial load profile benchmark set

Abstract This paper introduces an univariate application-independent set of load profiles or time series derived from real-world energy system data. The generation involved a two-step process: manifolding the initial dataset through signal processors to increase diversity and heterogeneity, followed...

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Principais autores: Sebastian Günther, Jonathan Brandt, Astrid Bensmann, Richard Hanke-Rauschenbach
Format: Artigo
Sprog:Inglês
Udgivet: SpringerOpen 2024-01-01
Serier:Energy Informatics
Fag:
Time series
Time series analysis
Time series features
Feature engineering
Load profiles
Energy systems
Online adgang:https://doi.org/10.1186/s42162-024-00304-8
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