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Browsing by Author "Ferrero Bermejo, Jesús"
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Article
A Review of the Use of Artificial Neural Network Models for Energy and Reliability Prediction. A Study of the Solar PV, Hydraulic and Wind Energy Sources
Ferrero Bermejo, Jesús; Gómez Fernández, Juan Francisco; Olivencia Polo, Fernando; Crespo Márquez, Adolfo (MDPI, 2019-05)The generation of energy from renewable sources is subjected to very dynamic changes in environmental parameters and asset ...
- PhD Thesis
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Article
Failure mode prediction and energy forecasting of PV plants to assist dynamic maintenance tasks by ANN based models
Olivencia Polo, Fernando; Ferrero Bermejo, Jesús; Gómez Fernández, Juan Francisco; Crespo Márquez, Adolfo (Elsevier, 2015-09)In the field of renewable energy, reliability analysis techniques combining the operating time of the system with the ...
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Master's Final Project
Mejora de la Eficiencia Energética de una Planta Fotovoltaica con la Detección Temprana de Fallos Mediante el Uso de Modelos Predictivos de Redes Neuronales Artificiales
Ferrero Bermejo, Jesús (2014)Un importante número de empresas españolas han decidido invertir en los últimos años en instalaciones de generación de ...
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Article
Review and Comparison of Intelligent Optimization Modelling Techniques for Energy Forecasting and Condition-Based Maintenance in PV Plants
Ferrero Bermejo, Jesús; Gómez Fernández, Juan Francisco; Pino Mejías, Rafael; Crespo Márquez, Adolfo; Guillén López, Antonio Jesús (MDPI, 2019-10)Within the field of soft computing, intelligent optimization modelling techniques include various major techniques in ...