idUS - Author profile: Ruiz-Moreno, Sara

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Name	Ruiz-Moreno, Sara
Department	Ingeniería de Sistemas y Automática
Knowledge area	Ingeniería de Sistemas y Automática
Professional category	Predoctoral PIF FPU Ministerio
E-mail	Request

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15
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1417
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Publications
Article Control of Solar Energy Systems Camacho, Eduardo F.; Ruiz-Moreno, Sara; Aguilar López, José María; Gallego Len, Antonio Javier; García Rodríguez, Ramón Andrés (Annual Review, 2024) This review deals with the control of parabolic trough collector (PTC) solar power plants. After a brief introduction, we ...
Article Neural-Network Based MPC for Enhanced Lateral Stability in Electric Vehicles Hassan, Ahmed; Ruiz-Moreno, Sara; Domínguez Frejo, José Ramón; Maestre Torreblanca, José María; Fernández Camacho, Eduardo (Institute of Electrical and Electronics Engineers, 2024) Distributed electric drive vehicles offer maneuver-ability but face stability challenges under different driving conditions. ...
Article A cascade neural network methodology for fault detection and diagnosis in solar thermal plants Ruiz-Moreno, Sara; Gallego Len, Antonio Javier; Sánchez, Adolfo J.; Camacho, Eduardo F. (Elsevier, 2023) Detecting and isolating faults in collector fields of solar thermal power plants is a crucial and challenging task. The ...
Article Artificial neural network-based fault detection and isolation in a parabolic-trough solar plant with defocusing strategy Ruiz-Moreno, Sara; Gallego Len, Antonio Javier; Camacho, Eduardo F. (Elsevier, 2023) Fault detection is crucial for ensuring optimal operation and maintenance of solar plants. This paper proposes a methodology ...
Article A fast implementation of coalitional model predictive controllers based on machine learning: Application to solar power plants Masero Rubio, Eva; Ruiz-Moreno, Sara; Domínguez Frejo, José Ramón; Maestre Torreblanca, José María; Camacho, Eduardo F. (Elsevier, 2023) This article proposes a real-time implementation of distributed model predictive controllers to maximize the thermal energy ...
Article Prototype generation method using a growing self-organizing map applied to the banking sector Ruiz-Moreno, Sara; Núñez-Reyes, Amparo; García Cantalapiedra, Adrián; Pavón, Fernando (Springer, 2023) In fields like security risk analysis, Fast Moving Consumer Goods, Internet of Things, or the banking sector, it is necessary ...
Article A deep learning-based strategy for fault detection and isolation in parabolic-trough collectors Ruiz-Moreno, Sara; Sánchez, Adolfo J.; Gallego Len, Antonio Javier; Camacho, Eduardo F. (Elsevier, 2022) Solar plants are exposed to the appearance of faults in some of their components, as they are vulnerable to the action of ...
Master's Final Project Control predictivo de plantas termosolares mediante la aplicación de técnicas de Deep Reinforcement Learning Borrego Prado, Fernando Manuel; Domínguez Frejo, José Ramón; Ruiz-Moreno, Sara (2022) Las tecnologías de generación renovable han experimentado, durante las últimas décadas, un crecimiento sin precedentes en ...
Presentation Deep Learning-Based Fault Detection and Isolation in Solar Plants for Highly Dynamic Days Ruiz-Moreno, Sara; Gallego Len, Antonio Javier; Sánchez, Adolfo J.; Camacho, Eduardo F. (IEEE, 2022) Solar plants are exposed to numerous agents that degrade and damage their components. Due to their large size and constant ...
Final Degree Project Identificación de señales de limitación de velocidad usando redes neuronales Blanco de la Puerta, Inés; Gallego Len, Antonio Javier; Ruiz-Moreno, Sara (2022) El Trabajo de Fin de Grado que presento a continuación se basa en el estudio y aplicación práctica de técnicas de Aprendizaje ...
Presentation Fault Detection and Isolation Based on Deep Learning for a Fresnel Collector Field Ruiz-Moreno, Sara; Gallego Len, Antonio Javier; Sánchez, Adolfo J.; Camacho, Eduardo F. (IFAC Publisher ; Elsevier, 2022) With the advancement of new technologies, power systems are increasingly equipped with more sensors and actuators, heightening ...
Article Model predictive control based on deep learning for solar parabolic-trough plants Ruiz-Moreno, Sara; Domínguez Frejo, José Ramón; Camacho, Eduardo F. (Elsevier, 2021) In solar parabolic-trough plants, the use of Model Predictive Control (MPC) increases the output thermal power. However, ...
Master's Final Project Model Predictive Control Based on Deep Learning for Solar Parabolic-Trough Plants Ruiz-Moreno, Sara; Camacho, Eduardo F.; Domínguez Frejo, José Ramón (2021) En la actualidad, cada vez es mayor el interés por utilizar energías renovables, entre las que se encuentra la energía ...
Presentation Spatial estimation of solar radiation using geostatistics and machine learning techniques Núñez-Reyes, Amparo; Ruiz-Moreno, Sara (Elsevier B.V., 2020) In large solar fields, where the control system is distributed, it is important to know the values of solar radiation in ...
Final Degree Project Gestión de energía de una microrred mediante control predictivo basado en modelo Ruiz-Moreno, Sara; Bordons Alba, Carlos (2019) Una microrred es un conjunto de fuentes, cargas y unidades de almacenamiento de energía que puede encontrarse conectado o ...