Publications in collaboration with researchers from Universidad EAFIT (12)

2024

  1. An Autonomous Distributed Coordination Strategy for Sustainable Consumption in a Microgrid Based on a Bio-Inspired Approach

    Energies, Vol. 17, Núm. 3

2023

  1. A Bioinspired Emergent Control for Smart Grids

    IEEE Access, Vol. 11, pp. 7503-7520

  2. Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques

    Energies, Vol. 16, Núm. 4

  3. 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

  1. A Multi-label Approach for Diagnosis Problems in Energy Systems using LAMDA algorithm

    IEEE International Conference on Fuzzy Systems

  2. 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

  3. An Analysis of the Energy Consumption Forecasting Problem in Smart Buildings Using LSTM

    Sustainability (Switzerland), Vol. 14, Núm. 20

  4. Analysis of Customer Energy Consumption Patterns using an Online Fuzzy Clustering Technique

    IEEE International Conference on Fuzzy Systems

  5. Approaches based on LAMDA control applied to regulate HVAC systems for buildings

    Journal of Process Control, Vol. 116, pp. 34-52

2021

  1. A semi-supervised learning approach to study the energy consumption in smart buildings

    2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings

  2. A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings

    Renewable and Sustainable Energy Reviews, Vol. 151

  3. 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