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Publication Types:

Photovoltaic plant condition monitoring using thermal images analysis by convolutional neural network-based structure

JCR PapersJournal Papers
Herraiz, Álvaro Huerta and Marugán, Alberto Pliego and Márquez, Fausto Pedro García Márquez
Renewable Energy, 153: 334—348, 2020
Publication year: 2020

Maintenance management based on Machine Learning and nonlinear features in wind turbines

JCR PapersJournal Papers
Jiménez, Alfredo Arcos and Zhang, Long and Muñoz, Carlos Quiterio Gómez and Márquez, Fausto Pedro Garc’ia
Renewable Energy, 146: 316—328, 2020
Publication year: 2020

A New Approach for Fault Detection, Location and Diagnosis by Ultrasonic Testing

JCR PapersJournal Papers
Garc’ia Marquez, Fausto Pedro and Gómez Muñoz, Carlos Quiterio
Energies, 13(5): 1192, 2020
Publication year: 2020

Structural health monitoring for delamination detection and location in wind turbine blades employing guided waves

JCR PapersJournal Papers
Gómez Muñoz, Carlos Quiterio and Garc’ia Marquez, Fausto Pedro and Hernandez Crespo, Borja and Makaya, Kena
Wind Energy, 22(5): 698—711, 2019
Publication year: 2019

Reliability analysis of detecting false alarms that employ neural networks: A real case study on wind turbines

JCR PapersJournal Papers
Marugán, Alberto Pliego and Chacón, Ana Mar’ia Peco and Márquez, Fausto Pedro Garc’ia
Reliability Engineering & System Safety, 191: 106574, 2019
Publication year: 2019

Proyecto Europeo ENDURUNS

Journal Papers
Garc’ia Márquez, Fausto Pedro and Bernalte Sanchez, Pedro and Segovia Ram’irez, Isaac
{journal}, 2019
Publication year: 2019

OptiWindSeaPower: Gestión Integral Óptima de Parques Eólicos Offshore Mediante Nuevos Modelos Matemáticos (2textordfeminine parte)

Journal Papers
Muñoz, Goméz and Quiterio, Carlos and Garc’ia Márquez, Fausto Pedro and Borja Moraleda, Victoria and Arcos Jiménez, Alfredo
{journal}, 2019
Publication year: 2019

OptiWindSeaPower: Gestión Integral Óptima de Parques Eólicos Offshore Mediante Nuevos Modelos Matemáticos (1textordmasculine parte)

Journal Papers
Garcia Marquez, Fausto Pedro and Jiménez, A. A. and Muñoz, C. Q. G. and Marugán, A. P. and I.S., Ramirez and M. P., Chacón A.
Revista Asociación Española de Ensayos No Destructivos, 86: 26—39, 2019
Publication year: 2019

Optimal Management of Marine Inspection with Autonomous Underwater Vehicles

Book ChaptersConference PapersJournal Papers
Segovia, Isaac and Pliego, Alberto and Papaelias, Mayorkinos and Márquez, Fausto Pedro Garc’ia
In International Conference on Management Science and Engineering Management, 2019
Publication year: 2019

Linear and nonlinear features and machine learning for wind turbine blade ice detection and diagnosis

JCR PapersJournal Papers
Jiménez, Alfredo Arcos and Márquez, Fausto Pedro Garc’ia and Moraleda, Victoria Borja and Muñoz, Carlos Quiterio Gómez
Renewable energy, 132: 1034—1048, 2019
Publication year: 2019

Decision Making using Logical Decision Tree and Binary Decision Diagrams: A Real Case Study of Wind Turbine Manufacturing

JCR PapersJournal Papers
Garc’ia Márquez, Fausto Pedro and Segovia Ram’irez, Isaac and Pliego Marugán, Alberto
Energies, 12(9): 1753, 2019
Publication year: 2019

Condition monitoring system for solar power plants with radiometric and thermographic sensors embedded in unmanned aerial vehicles

JCR PapersJournal Papers
Márquez, Fausto Pedro Garc’ia and Ram’irez, Isaac Segovia
Measurement, 139: 152—162, 2019
Publication year: 2019

Autonomous underwater vehicles inspection management: optimization of field of view and measurement process

Book ChaptersConference PapersJournal Papers
Segovia Ram’irez, Isaac and Bernalte Sánchez, Pedro José and Papaelias, Mayorkinos and Garc’ia Márquez, Fausto Pedro
In 13th International Conference on Industrial Engineering and Industrial Management, 2019
Publication year: 2019

Advanced remote condition monitoring of railway infrastructure and rolling stock

Book ChaptersConference PapersJournal Papers
Culwick, R and Heesom, J and Kongpuang, M and Huang, Z and Jantara Junior, VL and Upton, A and Amini, A and Garc’ia Márquez, Fausto Pedro and Shi, S and Vallely, P and others
{journal}, 2019
Publication year: 2019

Advanced analytics for detection and diagnosis of false alarms and faults: A real case study

JCR PapersJournal Papers
Pliego Marugán, Alberto and Garc’ia Márquez, Fausto Pedro
Wind Energy, 22(11): 1622—1635, 2019
Publication year: 2019

A review of the application performances of concentrated solar power systems

JCR PapersJournal Papers
Gonzalo, Alfredo Peinado and Marugán, Alberto Pliego and Márquez, Fausto Pedro Garc’ia
Applied Energy, 255: 113893, 2019
Publication year: 2019

Wavelet Transforms and Pattern Recognition on Ultrasonic Guides Waves for Frozen Surface State Diagnosis

JCR PapersJournal Papers
Carlos Quiterio Gómez Muñoz; Alfredo Arcos Jeménez; Fausto Pedro García Márquez
 Renewable Energy. 116 - B, pp. 42 - 54. Elsevier, 2018. DOI: https://doi.org/10.1016/j.renene.2017.03.052
Publication year: 2018

SCARAB: Herramienta inteligente de optimización de la operación y el mantenimiento de plantas fotovoltaicas, basada en nuevos sistemas de monitorización embarcados en UAVs

Journal Papers
Garc’ia Márquez, Fausto Pedro and Garc’ia de Carellan Esteban-Infantes, Ignacio and Segovia Ram’irez, Isaac and Pliego Marugán, Alberto and Navarro Leal, Marcos and Huerta Herráiz, Álvaro
{journal}, 2018
Publication year: 2018

Optimal Productivity in Solar Power Plants Based on Machine Learning and Engineering Management

Book ChaptersConference PapersJournal Papers
Herraiz, Álvaro Huerta and Marugán, Alberto Pliego and Márquez, Fausto Pedro Garc’ia
In International Conference on Management Science and Engineering Management, 2018
Publication year: 2018

Machine Learning for Wind Turbine Blades Maintenance Management

JCR PapersJournal Papers
Alfredo Arcos Jiménez; Carlos QuiterioGómez Muñoz; Fausto Pedro García Márquez
Energies, 11(1), 13
Publication year: 2018

Evaluating the challenges associated with the long-term reliable operation of industrial wind turbine gearboxes

Book ChaptersConference PapersJournal Papers
JantaraJunior, VL and Basoalto, H and Dong, H and Márquez, Fausto Pedro Garc’ia and Papaelias, Mayorkinos
In IOP Conference Series: Materials Science and Engineering, 2018
Publication year: 2018

Dirt and mud detection and diagnosis on a wind turbine blade employing guided waves and supervised learning classifiers

JCR PapersJournal Papers
AlfredoArcos Jiméneza, Carlos QuiterioGómez Muñoza, Fausto PedroGarcía Márquez
Reliability Engineering & System Safety, 2018
Publication year: 2018

A survey of artificial neural network in wind energy systems

JCR PapersJournal Papers
Marugán, Alberto Pliego and Márquez, Fausto Pedro Garc’ia and Perez, Jesus Mar’ia Pinar and Ruiz-Hernández, Diego
Applied energy, 228: 1822—1836, 2018
Publication year: 2018

Techno-Economical Advances for Maintenance Management of Concentrated Solar Power Plants

Book ChaptersConference PapersJournal Papers
Alberto Pliego Marugán; Fausto Pedro García Márquez; Mayorkinos Papaelias
Advances in Intelligent Systems and Computing. 502 - 1, pp. 125 - 134. Springer, 2017. ISSN 2194-5357 DOI: 10.1007/978-981-10-1837-4_81
Publication year: 2017

SCADA and Artificial neural networks for maintenance management

Book ChaptersConference PapersJournal Papers
Alberto Pliego Marugán; Fausto Pedro García Márquez.
Lecture Notes on Multidisciplinary Industrial Engineering. pp. 912 - 919. Springer, 2017. ISSN 2522-5022 DOI: https://doi.org/10.1007/978-3-319-59280-0_75
Publication year: 2017

Optimal dynamic analysis of electrical/electronic components in wind turbines

JCR PapersJournal Papers
Fausto Pedro García Márquez; Alberto Pliego Marugán; Jesus Maria Pinar Perez; Stuart Hillmansen; Mayorkinos Papaelias
Energies. 10 - 8, Multidisciplinary Digital Publishing Institute, 2017. ISSN 1996-1073 DOI: 10.3390/en10081111
Publication year: 2017

Optimal decision-making via binary decision diagrams for investments under a risky environment

Book ChaptersConference PapersJournal Papers
Alberto Pliego Marugán, Fausto Pedro García Márquez, Benjamin Lev
International Journal of Production Research, Volume 55, 2017 - Issue 18, Pages 5271-5286
Publication year: 2017

Optimal decision-making via binary decision diagrams for investments under a risky environment.

JCR PapersJournal Papers
Alberto Pliego Marugán; Fausto Pedro García Márquez; Benjamin Lev
International Journal of Production Research. 55 - 18, pp. 5271 - 5286. Taylor & Francis, 2017. ISSN 0020-7543 DOI: http://dx.doi.org/10.1080/00207543.2017.1308570
Publication year: 2017

Online Fault Detection in Solar Plants Using a Wireless Radiometer in Unmanned Aerial Vehicles

Book ChaptersConference PapersJournal Papers
Carlos Quiterio Gómez Muñoz; Alfredo Arcos Jiménez; Isaac Segovia Ramirez; Fausto Pedro García Márquez.
Lecture Notes on Multidisciplinary Industrial Engineering. pp. 1161 - 1174. Springer, 2017. Available on-line at: . ISSN 2522-5022 DOI: https://doi.org/10.1007/978-3-319-59280-0_96
Publication year: 2017

New Pipe Notch Detection and Location Method for Short Distances employing Ultrasonic Guided Waves

JCR PapersJournal Papers
Carlos Quiterio Gómez Muñoz; Fausto Pedro García Márquez; Benjamin Lev; Alfredo Arcos Jiménez.
Acta Acustica united with Acustica. 103 - 5, pp. 772 - 781. S. Hirzel Verlag, 2017. ISSN 1610-1928 DOI: https://doi.org/10.3813/AAA.919106
Publication year: 2017