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CNN-LSTM vs. LSTM-CNN to Predict Power Flow Direction: A Case Study of the High-Voltage Subnet of Northeast Germany

The massive installation of renewable energy sources together with energy storage in the power grid can lead to fluctuating energy consumption when there is a bi-directional power flow due to the surplus of electricity generation. To ensure the security and reliability of the power grid, high-qualit...

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Detalles Bibliográficos
Autores principales: Aksan, Fachrizal, Li, Yang, Suresh, Vishnu, Janik, Przemysław
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864294/
https://www.ncbi.nlm.nih.gov/pubmed/36679696
http://dx.doi.org/10.3390/s23020901