Browsing by Author "Ruiz-Moreno, Sara"
Now showing items 1-15 of 15
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Article
A cascade neural network methodology for fault detection and diagnosis in solar thermal plants
(Elsevier, 2023-07)Detecting and isolating faults in collector fields of solar thermal power plants is a crucial and challenging task. The ...
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Article
A deep learning-based strategy for fault detection and isolation in parabolic-trough collectors
(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 ...
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Article
A fast implementation of coalitional model predictive controllers based on machine learning: Application to solar power plants
(Elsevier, 2023)This article proposes a real-time implementation of distributed model predictive controllers to maximize the thermal energy ...
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Article
Artificial neural network-based fault detection and isolation in a parabolic-trough solar plant with defocusing strategy
(Elsevier, 2023)Fault detection is crucial for ensuring optimal operation and maintenance of solar plants. This paper proposes a methodology ...
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Article
Control of Solar Energy Systems
(Annual Review, 2024-07)This review deals with the control of parabolic trough collector (PTC) solar power plants. After a brief introduction, we ...
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Master's Final Project
Control predictivo de plantas termosolares mediante la aplicación de técnicas de Deep Reinforcement Learning
(2022)Las tecnologías de generación renovable han experimentado, durante las últimas décadas, un crecimiento sin precedentes ...
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Presentation
Deep Learning-Based Fault Detection and Isolation in Solar Plants for Highly Dynamic Days
(IEEE, 2022)Solar plants are exposed to numerous agents that degrade and damage their components. Due to their large size and constant ...
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Presentation
Fault Detection and Isolation Based on Deep Learning for a Fresnel Collector Field
(IFAC Publisher ; Elsevier, 2022)With the advancement of new technologies, power systems are increasingly equipped with more sensors and actuators, heightening ...
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Final Degree Project
Gestión de energía de una microrred mediante control predictivo basado en modelo
(2019)Una microrred es un conjunto de fuentes, cargas y unidades de almacenamiento de energía que puede encontrarse conectado ...
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Final Degree Project
Identificación de señales de limitación de velocidad usando redes neuronales
(2022)El Trabajo de Fin de Grado que presento a continuación se basa en el estudio y aplicación práctica de técnicas de Aprendizaje ...
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Master's Final Project
Model Predictive Control Based on Deep Learning for Solar Parabolic-Trough Plants
(2021)En la actualidad, cada vez es mayor el interés por utilizar energías renovables, entre las que se encuentra la energía ...
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Article
Model predictive control based on deep learning for solar parabolic-trough plants
(Elsevier, 2021-12)In solar parabolic-trough plants, the use of Model Predictive Control (MPC) increases the output thermal power. However, ...
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Article
Neural-Network Based MPC for Enhanced Lateral Stability in Electric Vehicles
(Institute of Electrical and Electronics Engineers, 2024-02)Distributed electric drive vehicles offer maneuver-ability but face stability challenges under different driving conditions. ...
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Article
Prototype generation method using a growing self-organizing map applied to the banking sector
(Springer, 2023)In fields like security risk analysis, Fast Moving Consumer Goods, Internet of Things, or the banking sector, it is necessary ...
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Presentation
Spatial estimation of solar radiation using geostatistics and machine learning techniques
(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 ...