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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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Principais autores: Winita Sulandari, Yudho Yudhanto, Paulo Canas Rodrigues
格式: Artigo
語言:Inglês
出版: MDPI AG 2022-08-01
叢編:Energies
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在線閱讀:https://www.mdpi.com/1996-1073/15/16/5838
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