Now showing items 1-4 of 4

    • A comparison of fuzzy-based energy management systems adjusted by nature-inspired algorithms 

      Arcos Aviles, Diego Gustavo; Pacheco Páramo, Diego Felipe; Pereira, Daniela; García Gutiérrez, Gabriel; Carrera, Enrique; Ibarra, Alexander; Ayala Taco, Paul; Martínez, Wilmar; Guinjoan Gispert, Francisco (Multidisciplinary Digital Publishing Institute, 2021-02-12)
      Article
      Open Access
      The growing energy demand around the world has increased the usage of renewable energy sources (RES) such as photovoltaic and wind energies. The combination of traditional power systems and RESs has generated diverse ...
    • Fuzzy-based energy management system for isolated microgrids using generation and demand forecast 

      Rodríguez, Mauricio; Arcos Aviles, Diego Gustavo; Llanos, Jacqueline; Salazar, Antonio; Guinjoan Gispert, Francisco; Motoasca, Emilia; Martínez, Wilmar (Institute of Electrical and Electronics Engineers (IEEE), 2021)
      Conference report
      Restricted access - publisher's policy
      Energy solutions based on sustainable microgrids have been increasing since isolated areas with difficult access can benefit from these feasible solutions. In this context, this paper presents the design of an energy ...
    • Photovoltaic power forecast using deep learning techniques with hyperparameters based on bayesian optimization: a case study in the Galapagos Islands 

      Guanoluisa Pineda, Richard; Arcos Aviles, Diego Gustavo; Flores Calero, Marco; Martínez, Wilmar; Guinjoan Gispert, Francisco (Multidisciplinary Digital Publishing Institute (MDPI), 2023-08-09)
      Article
      Open Access
      Hydropower systems are the basis of electricity power generation in Ecuador. However, some isolated areas in the Amazon and Galapagos Islands are not connected to the National Interconnected System. Therefore, isolated ...
    • Short-Term forecasting of photovoltaic power in an isolated area of Ecuador using deep learning techniques 

      Guanoluisa Pineda, Richard; Ibarra, Alexander; Arcos Aviles, Diego Gustavo; Martínez, Wilmar; Motoasca, Emilia; Guinjoan Gispert, Francisco (Institute of Electrical and Electronics Engineers (IEEE), 2022)
      Conference report
      Restricted access - publisher's policy
      In Ecuador, electricity generation is mainly covered by renewable energy sources that feed the National Interconnected System (NIS). Its economical price means that the installation of systems based on non-conventional ...