Leveraging LSTM and LLMs for advanced energy management

Almeida, F., Castelli, M., Côrte-Real, N., Fallarino, C., & Manzoni, L. (2025). Smart energy strategies: Leveraging LSTM and LLMs for advanced energy management. Energy and AI, 22, Article 100642. https://doi.org/10.1016/j.egyai.2025.100642 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152 - Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS. This work was funded by the European Union throught the project 101084013 - DIGITAL4Business. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Health and Digital Executive Agency (HADEA). Neither the European Union nor the granting authority can be held responsible for them.

Publication Details

Journal
Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Published
2025-11-03
Primary Topic
Energy Efficiency and Management
Type
article
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article

Leveraging LSTM and LLMs for advanced energy management

Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Energy Efficiency and Management
article

Leveraging LSTM and LLMs for advanced energy management

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Abstract

Almeida, F., Castelli, M., Côrte-Real, N., Fallarino, C., & Manzoni, L. (2025). Smart energy strategies: Leveraging LSTM and LLMs for advanced energy management. Energy and AI, 22, Article 100642. https://doi.org/10.1016/j.egyai.2025.100642 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152 - Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS. This work was funded by the European Union throught the project 101084013 - DIGITAL4Business. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Health and Digital Executive Agency (HADEA). Neither the European Union nor the granting authority can be held responsible for them.

Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Affordable and clean energy
Openalex Percentile: Top 55%
Energy Efficiency and Management
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Leveraging LSTM and LLMs for advanced energy management · Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa) (2025) | TGRS Research Map | TGRS