- idUS
- Listar por autor
Listar por autor "Ruiz-Moreno, Sara"
Mostrando ítems 1-14 de 14
-
Artículo
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, 2023-07)Detecting and isolating faults in collector fields of solar thermal power plants is a crucial and challenging task. The ...
-
Artículo
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, 2022-03)Solar plants are exposed to the appearance of faults in some of their components, as they are vulnerable to the action of ...
-
Artículo
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 ...
-
Artículo
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 ...
-
Trabajo Fin de Máster
Control predictivo de plantas termosolares mediante la aplicación de técnicas de Deep Reinforcement Learning
Borrego Prado, Fernando Manuel (2022)Las tecnologías de generación renovable han experimentado, durante las últimas décadas, un crecimiento sin precedentes ...
-
Ponencia
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 ...
-
Ponencia
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 ...
-
Trabajo Fin de Grado
Gestión de energía de una microrred mediante control predictivo basado en modelo
Ruiz-Moreno, Sara (2019)Una microrred es un conjunto de fuentes, cargas y unidades de almacenamiento de energía que puede encontrarse conectado ...
-
Trabajo Fin de Grado
Identificación de señales de limitación de velocidad usando redes neuronales
Blanco de la Puerta, Inés (2022)El Trabajo de Fin de Grado que presento a continuación se basa en el estudio y aplicación práctica de técnicas de Aprendizaje ...
-
Trabajo Fin de Máster
Model Predictive Control Based on Deep Learning for Solar Parabolic-Trough Plants
Ruiz-Moreno, Sara (2021)En la actualidad, cada vez es mayor el interés por utilizar energías renovables, entre las que se encuentra la energía ...
-
Artículo
Model predictive control based on deep learning for solar parabolic-trough plants
Ruiz-Moreno, Sara; Domínguez Frejo, José Ramón; Camacho, Eduardo F. (Elsevier, 2021-12)In solar parabolic-trough plants, the use of Model Predictive Control (MPC) increases the output thermal power. However, ...
-
Artículo
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, 2024-02)Distributed electric drive vehicles offer maneuver-ability but face stability challenges under different driving conditions. ...
-
Artículo
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 ...
-
Ponencia
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 ...