Publications (856) FRANCISCO JURADO MELGUIZO publications View referenced research data. View hosted research data.

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2026

  1. AI-driven real-time hydrogen forecasting via thermographic imaging: A case study on a downdraft biomass gasifier

    Energy Conversion and Management, Vol. 349

  2. Adaptive multi-objective real-time hierarchical control for isolated microgrid clusters utilizing an enhanced particle swarm optimization strategy to optimize costs and emissions

    Electric Power Systems Research, Vol. 250

2025

  1. A Comparative Study of Metaheuristic Optimization Algorithms for GMPP Tracking in Photovoltaic Systems Under Partial Shading Conditions

    International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE

  2. A Fast Voltage-Reliant and Cost-Effective DG Allocation in Distribution Systems With Variable Loads and Generation

    IEEE Transactions on Industry Applications, Vol. 61, Núm. 6, pp. 8497-8509

  3. A Mixed-Integer Quadratically Constrained Programming Model for Hybrid DG and Capacitor Placement in Terms of Load Components and Consumption Types

    IEEE Transactions on Industrial Informatics, Vol. 21, Núm. 9, pp. 7357-7367

  4. A Probabilistic Temperature-Reliant Model for Optimally Sizing and Siting of Distributed Generators Coordinated with Distribution Network Switching Considering Weather Conditions

    IEEE Transactions on Industry Applications

  5. A Stochastic Model for Distribution Network Switching Under Temperature Variations and Uncertainty in Demand

    IEEE Canadian Journal of Electrical and Computer Engineering, Vol. 48, Núm. 3, pp. 281-293

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

    Applied Soft Computing, Vol. 170

  7. 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

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

    Applied Energy, Vol. 380

  9. Addressing the economic dispatch solution of a smart microgrid with a developed charging strategy for electric vehicles with demand-side response

    Power Systems and Smart Grids (Institution of Engineering and Technology), pp. 127-145

  10. Advanced wind/photovoltaic power smoothing using LSTM neural networks and machine learning

    Soft Computing, Vol. 29, Núm. 15-16, pp. 5193-5211

  11. 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, Vol. 61, Núm. 4, pp. 5585-5596

  12. An enhanced weighted mean of vectors optimizer: addressing combined heat and power economic dispatch with system losses and valve point loading effect

    Neural Computing and Applications, Vol. 37, Núm. 21, pp. 16643-16675

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

    Renewable Energy, Vol. 242

  14. An integrated gasification plant for electric power generation from wet biomass: toward a sustainable production in the olive oil industry

    Biomass Conversion and Biorefinery, Vol. 15, Núm. 23, pp. 29893-29912

  15. Analysis of photovoltaic penetration on voltage stability in the electrical distribution system of manabí using neural networks: a practical case study approach

    Soft Computing, Vol. 29, Núm. 23-24, pp. 6185-6206

  16. 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

  17. Biomass for heating

    Towards Future Smart Power Systems with High Penetration of Renewables: Emerging Technologies, New Tools, and Case Studies (Elsevier), pp. 103-127

  18. CREATION AND IMPLEMENTATION OF INTERACTIVE ACTIVITIES WITH H5P FOR HIGH-VOLTAGE ELECTRICAL INSTALLATIONS

    INTED2025 Proceedings