Regional Residential Short-Term Load-Interval Forecasting Based on SSA-LSTM and Load Consumption Consistency Analysis

The electricity consumption behavior of the inhabitants is a major contributor to the uncertainty of the residential load system. Human-caused uncertainty may have a distributional component, but it is not well understood, which limits further understanding the stochastic component of load forecasti...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Ruixiang Zhang, Ziyu Zhu, Meng Yuan, Yihan Guo, Jie Song, Xuanxuan Shi, Yu Wang, Yaojie Sun
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2023-12-01
Schriftenreihe:	Energies
Schlagworte:	load-interval forecasting long short-term memory regional residential load uncertainty analysis singular spectrum analysis load consumption consistency
Online-Zugang:	https://www.mdpi.com/1996-1073/16/24/8062
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