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The Use of Singular Spectrum Analysis and K-Means Clustering-Based Bootstrap to Improve Multistep Ahead Load Forecasting

In general, studies on short-term hourly electricity load modeling and forecasting do not investigate in detail the sources of uncertainty in forecasting. This study aims to evaluate the impact and benefits of applying bootstrap aggregation in overcoming the uncertainty in time series forecasting, t...

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Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Winita Sulandari, Yudho Yudhanto, Paulo Canas Rodrigues
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: MDPI AG 2022-08-01
Sraith:Energies
Ábhair:
Rochtain ar líne:https://www.mdpi.com/1996-1073/15/16/5838
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