Grupo de Sistemas inteligentes ; Intelligent Systems Group
ISG
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Universidad EAFIT
Medellín, ColombiaPublicaciones en colaboración con investigadores/as de Universidad EAFIT (12)
2024
2023
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A Bioinspired Emergent Control for Smart Grids
IEEE Access, Vol. 11, pp. 7503-7520
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Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques
Energies, Vol. 16, Núm. 4
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Deep reinforcement learning approaches for the hydro-thermal economic dispatch problem considering the uncertainties of the context
Sustainable Energy, Grids and Networks, Vol. 35
2022
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A Multi-label Approach for Diagnosis Problems in Energy Systems using LAMDA algorithm
IEEE International Conference on Fuzzy Systems
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A synthetic Data Generator for Smart Grids based on the Variational-Autoencoder Technique and Linked Data Paradigm
Proceedings - 2022 48th Latin American Computing Conference, CLEI 2022
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An Analysis of the Energy Consumption Forecasting Problem in Smart Buildings Using LSTM
Sustainability (Switzerland), Vol. 14, Núm. 20
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Analysis of Customer Energy Consumption Patterns using an Online Fuzzy Clustering Technique
IEEE International Conference on Fuzzy Systems
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Approaches based on LAMDA control applied to regulate HVAC systems for buildings
Journal of Process Control, Vol. 116, pp. 34-52
2021
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A semi-supervised learning approach to study the energy consumption in smart buildings
2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings
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A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings
Renewable and Sustainable Energy Reviews, Vol. 151
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Autonomous Cycle of Data Analysis Tasks for Scheduling the Use of Controllable Load Appliances using Renewable Energy
Proceedings - 2021 International Conference on Computational Science and Computational Intelligence, CSCI 2021