Author

Ó. Coronado-Hernández

3 papers indexed here

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Open access Aug 2026

Comparative Evaluation of Transformer and Machine Learning Algorithms for Predicting Downstream River Stages During Spillway Release Events

Predicting downstream river stages during extreme reservoir operations remains challenging due to complex interactions between dam operation and river response. Although machine learning has shown potential for hydrological applications, there remains a gap in the comparative evaluation of Transformer-based and convent...

Duban A. Paternina-Verona, Ó. Coronado-Hernández, M. Pérez-Sánchez et al. · Electronics · 0 citations

Open access Aug 2026

Accuracy–Cost–Robustness Trade-Offs in Rigid Water Column Model-Trained Machine Learning Surrogates for Transient Leakage Prediction During Pressure-Reducing Valve Manoeuvres

Rapid leakage prediction during pressure-reducing valve manoeuvres requires models that reproduce inertial hydraulic effects at low computational cost. This study proposes a reproducible surrogate-modelling framework in which transient leakage responses are generated with an extended rigid water column model incorporat...

Alex J. Garzón-Orduña, M. Pérez-Sánchez, Ó. Coronado-Hernández · Water · 0 citations

Open access Jul 2026

Powering the Green Transition in Quad-Sectors with Hybrid Clean Energy Technologies

Hybrid renewable energy systems (HRESs) represent a promising strategy for reducing carbon emissions across multiple sectors by integrating complementary resources such as solar, wind, hydropower, and energy storage technologies. Identifying the most suitable location for a pilot installation requires a comprehensive e...

Helena M. Ramos, Chetanya Rishi, Ó. Coronado-Hernández et al. · Clean Technology · 0 citations