Towards efficient model recommendation: An innovative hybrid graph neural network approach integrating multisignature analysis of electrical time series

In the energy sector, it is important to meticulously choose an accurate forecasting model because making informed decisions is crucial for optimal grid operation. This article proposes a hybrid graph neural network (GNN) that successfully captures complex patterns by combining interactions based on...

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Bibliographic Details
Main Authors: Keerti Rawal, Aijaz Ahmad
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772671124001268