Multi-task learning load time series situational prediction based on gated recurrent neural networks considering spatial correlations

Accurate load forecasting plays a crucial role in the effective planning, operation, and management of modern power systems. In this study, a novel approach to load time series situational prediction is proposed, which integrates spatial correlations of heterogeneous load resources through the appli...

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Bibliographic Details
Main Authors: Mei Huang, Qian Ai
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1476613/full
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