L. Prieto

发表

Hybridizing the fifth generation mesoscale model with artificial neural networks for short-term wind speed prediction

Ángel M. Pérez-Bellido, S. Salcedo-Sanz, E. Ortíz-García, 2009 .

Multi-decadal variability in a centennial reconstruction of daily wind

R. Garcia-Herrera, S. Salcedo-Sanz, L. Prieto, 2013 .

Prediction of hourly O3 concentrations using support vector regression algorithms

Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, L. Prieto, 2010 .

A long‐term perspective of wind power output variability

R. Trigo, R. Garcia-Herrera, L. Prieto, 2015 .

Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns

Pedro Antonio Gutiérrez, César Hervás-Martínez, Sancho Salcedo-Sanz, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines

Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio, 2016, CAEPIA.

Evolutionary product unit neural networks for short-term wind speed forecasting in wind farms

Pedro Antonio Gutiérrez, César Hervás-Martínez, Sancho Salcedo-Sanz, 2012, Neural Computing and Applications.

Short-term wind speed prediction in wind farms based on banks of support vector machines

Sancho Salcedo-Sanz, L. Prieto, Ángel M. Pérez-Bellido, 2011 .

Seeding evolutionary algorithms with heuristics for optimal wind turbines positioning in wind farms

Sancho Salcedo-Sanz, B. Saavedra-Moreno, A. Paniagua-Tineo, 2011 .

Feature selection in machine learning prediction systems for renewable energy applications

Sancho Salcedo-Sanz, Laura Cornejo-Bueno, Luis Prieto, 2018, Renewable and Sustainable Energy Reviews.

Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction

Pedro Antonio Gutiérrez, César Hervás-Martínez, Sancho Salcedo-Sanz, 2017, IWANN.

Offshore wind farm design with the Coral Reefs Optimization algorithm

Sancho Salcedo-Sanz, Antonio Portilla-Figueras, A. Pastor-Sánchez, 2014 .

Evolutionary computation approaches for real offshore wind farm layout: A case study in northern Europe

Sancho Salcedo-Sanz, Leopoldo Carro-Calvo, José Antonio Portilla-Figueras, 2013, Expert Syst. Appl..

Short term wind speed prediction based on evolutionary support vector regression algorithms

Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, 2011, Expert Syst. Appl..

A review of recent evolutionary computation-based techniques in wind turbines layout optimization problems

Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, B. Saavedra-Moreno, 2011, Central European Journal of Computer Science.

Local models-based regression trees for very short-term wind speed prediction

Sancho Salcedo-Sanz, L. Prieto, C. Casanova-Mateo, 2015 .

Multi-task learning for the prediction of wind power ramp events with deep neural networks

Pedro Antonio Gutiérrez, M Dorado-Moreno, N Navarin, 2020, Neural Networks.

Accurate short-term wind speed prediction by exploiting diversity in input data using banks of artificial neural networks

Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, 2009, Neurocomputing.

A Coral Reefs Optimization algorithm with Harmony Search operators for accurate wind speed prediction

Zong Woo Geem, Sancho Salcedo-Sanz, L. Prieto, 2015 .

Wind Power Ramp Events Prediction with Hybrid Machine Learning Regression Techniques and Reanalysis Data

Sancho Salcedo-Sanz, Lucas Cuadra, L. Prieto, 2017 .

Wind power ramp event detection with a hybrid neuro-evolutionary approach

L. Cornejo-Bueno, C. Camacho-Gómez, A. Aybar-Ruiz, 2018, Neural Computing and Applications.

Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization – Extreme learning machine approach

Sancho Salcedo-Sanz, A. Pastor-Sánchez, Luis Prieto, 2014 .

Very fast training neural-computation techniques for real measure-correlate-predict wind operations in wind farms

Sancho Salcedo-Sanz, B. Saavedra-Moreno, Luis Prieto, 2013 .

Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing

Pedro Antonio Gutiérrez, L. Prieto, C. Hervás-Martínez, 2018, Neural Processing Letters.

Robust estimation of wind power ramp events with reservoir computing

Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez, 2017 .

A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection

Sancho Salcedo-Sanz, Laura Cornejo-Bueno, Adrián Aybar-Ruíz, 2017, IWANN.

Ordinal and nominal classification of wind speed from synoptic pressurepatterns

Pedro Antonio Gutiérrez, César Hervás-Martínez, Sancho Salcedo-Sanz, 2013, Eng. Appl. Artif. Intell..

Effective multi-objective optimization with the coral reefs optimization algorithm

Sancho Salcedo-Sanz, L. Prieto, A. Pastor-Sánchez, 2016 .

Wind speed reconstruction from synoptic pressure patterns using an evolutionary algorithm

Sancho Salcedo-Sanz, L. Prieto, Antonio Portilla-Figueras, 2012 .

Short-Term Wind Speed Prediction by Hybridizing Global and Mesoscale Forecasting Models with Artificial Neural Networks

Sancho Salcedo-Sanz, José Antonio Portilla-Figueras, Emilio G. Ortíz-García, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.