All Stories

  1. Short-Medium-Term Solar Irradiance Forecasting with a CEEMDAN-CNN-ATT-LSTM Hybrid Model Using Meteorological Data

    Article • Applied Sciences, January 2025, MDPI AG

    Jorge Maldonado-Correa

  2. Fault Prediction in Wind Turbines: A Recurrent Neural Network Approach for IGBT Failure Detection

    Article • January 2025, Springer Science + Business Media

    Jorge Maldonado-Correa

  3. A Novel Data-Driven Approach with a Long Short-Term Memory Autoencoder Model with a Multihead Self-Attention Deep Learning Model for Wind Turbine Converter Fault Detection

    Article • Applied Sciences, August 2024, MDPI AG

    Jorge Maldonado-Correa

  4. Wind turbine fault detection based on the transformer model using SCADA data

    Article • Engineering Failure Analysis, August 2024, Elsevier

    Jorge Maldonado-Correa

  5. Anomaly-based fault detection in wind turbines using unsupervised learning: a comparative study.

    Article • IOP Conference Series Earth and Environmental Science, July 2024, Institute of Physics Publishing

    Jorge Maldonado-Correa

  6. Classification of Highly Imbalanced Supervisory Control and Data Acquisition Data for Fault Detection of Wind Turbine Generators

    Article • Energies, March 2024, MDPI AG

    Jorge Maldonado-Correa

  7. Analysis of the Annual Energy Production of the Villonaco Wind Farm

    Article • January 2023, Springer Science + Business Media

    Jorge Maldonado-Correa

  8. Statistical Analysis of Villonaco Wind Farm Annual Energy Production

    Article • January 2022, Springer Science + Business Media

    Jorge Maldonado-Correa

  9. Correlation between the wind speed and the elevation to evaluate the wind potential in the southern region of Ecuador

    Article • Energy Reports, September 2021, Elsevier

    Jorge Maldonado-Correa

  10. Lifecycle Assessment of Electricity Generation transition in Ecuador

    Article • January 2021, Springer Science + Business Media

    Jorge Maldonado-Correa

  11. Wind power forecasting for the Villonaco wind farm

    Article • Wind Engineering, November 2020, SAGE Publications

    Jorge Maldonado-Correa

  12. Using SCADA Data for Wind Turbine Condition Monitoring: A Systematic Literature Review

    Article • Energies, June 2020, MDPI AG

    Jorge Maldonado-Correa

  13. Wind Energy Forecasting with Artificial Intelligence Techniques: A Review

    Article • January 2020, Springer Science + Business Media

    Jorge Maldonado-Correa

  14. Wind power forecasting: A systematic literature review

    Article • Wind Engineering, December 2019, SAGE Publications

    Jorge Maldonado-Correa

  15. Power Performance Verification of a Wind Turbine by using the Wilcoxon Signed-Rank Test

    Article • IEEE Transactions on Energy Conversion, March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Jorge Maldonado-Correa

  16. Wind Power Resource Assessment in Complex Terrain: Villonaco Case-study Using Computational Fluid Dynamics Analysis

    Article • Energy Procedia, February 2017, Elsevier

    Jorge Maldonado-Correa

  17. Modeling of a Robust Confidence Band for the Power Curve of a Wind Turbine

    Article • Sensors, December 2016, MDPI AG

    Jorge Maldonado-Correa

  18. Power Performance Verification of a Wind Farm Using the Friedman’s Test

    Article • Sensors, June 2016, MDPI AG

    Jorge Maldonado-Correa

  19. Frequency-domain analysis of performance of a wind turbine

    Article • Electronics Letters, February 2016, the Institution of Engineering and Technology (the IET)

    Professor Wilmar Hernandez, Jorge Maldonado-Correa