FRANCISCO
JURADO MELGUIZO

2025

1. A data-driven approach to microgrid fault detection and classification using Taguchi-optimized CNNs and wavelet transform

   Applied Soft Computing, Vol. 170

2. A new innovative methodology for photovoltaic integration on rooftops for cost reduction and reduced grid dependency

   Artificial Intelligence and Machine Learning Applications for Sustainable Development (CRC Press), pp. 150-176

3. A tri-level model for optimal management of active distribution networks enabling two-layer local markets

   Applied Energy, Vol. 380

4. An Economic Loss Reduction Using Static VAR Compensator and Capacitor Placement in Reconfigurable and Expandable Distribution Grids With a Variable Electric Power Demand

   IEEE Transactions on Industry Applications

5. An ensemble multi-ANN approach for virtual oxygen sensing and air leakage prediction in biomass gasification plants

   Renewable Energy, Vol. 242

6. Applications of Artificial Intelligence Techniques in Hybrid Renewable Energy Systems

   Advances in AI for Simulation and Optimization of Energy Systems (CRC Press), pp. 37-59

7. Cornerstones for greater participation of smart renewable energy on clustered islands: The case of Guayas in Ecuador towards 2050

   Energy Reports, Vol. 13, pp. 1350-1368

8. Deep reinforcement learning-based plug-in electric vehicle charging/discharging scheduling in a home energy management system

   Energy, Vol. 316

9. Efficient and cost-effective maximum power point tracking technique for solar photovoltaic systems with Li-ion battery charging

   Integration, Vol. 100

10. Efficient energy dispatch in multi-energy microgrids with a hybrid control approach for energy management system

    Energy, Vol. 317

11. Impact of floating photovoltaic generation on distribution grids in rural areas of Ecuador. Case study the Esperanza

    Renewable Energy, Vol. 243

12. Improved quadratic interpolation optimizer for stochastic short-term hydrothermal scheduling with integration of solar PV and wind power

    Scientific Reports, Vol. 15, Núm. 1

13. Improving V2G Systems Performance with Low-Pass Filter and Fuzzy Logic for PV Power Smoothing in Weak Low-Voltage Networks

    Applied Sciences (Switzerland), Vol. 15, Núm. 4

14. Industrial, Residential, and Commercial Demands Relationship With Load Components in Reconfigurable Distribution Grids

    IEEE Transactions on Industrial Informatics

15. Integrating the strategic response of parking lots in active distribution networks: An equilibrium approach

    IET Renewable Power Generation, Vol. 19, Núm. 1

16. Multi levels energy management of a hybrid microgrid with demand response: A case study of Safaga, Egypt

    Journal of Energy Storage, Vol. 108

17. New Microgrid Structure, Based on Z-Source Converter Series Coupling and Managed by a Markov Decision Process

    IEEE Transactions on Smart Grid

18. Risk-averse strategic participation of prosumers coalition in local community markets

    Sustainable Cities and Society, Vol. 118

19. Risk-aware strategies for optimal participation of parking lots in day-ahead electricity markets

    Energy, Vol. 322

20. Robust rooftop photovoltaic planning in energy communities

    Renewable Energy, Vol. 243