Áreas de investigación
Information Systems
Fuel Technology
Control and Systems Engineering
Atomic and Molecular Physics, and Optics
Aerospace Engineering
Computer Networks and Communications
Métricas
47
Publicaciones
419
Citaciones
10
H-index
5
H5-index
0.26
FCWI
# | Título | Citaciones | Año de publicación |
---|---|---|---|
1 |
Structural health monitoring of jacket-type support structures in offshore wind turbines: A comprehensive dataset for bolt loosening detection through vibrational analysis |
0 |
2024 |
2 |
Wind turbine blade damage detection using data-driven techniques |
0 |
2023 |
3 |
Anomaly-based fault detection in wind turbine main bearings |
2 |
2023 |
4 |
Detecting bearing failures in wind energy parks: A main bearing early damage detection method using SCADA data and a convolutional autoencoder |
1 |
2023 |
5 |
Damping Ratio Prediction for Redundant Cartesian Impedance-Controlled Robots Using Machine Learning Techniques |
1 |
2023 |
6 |
Damage Detection and Localization at the Jacket Support of an Offshore Wind Turbine Using Transformer Models |
0 |
2023 |
7 |
Predictive maintenance of wind turbine's main bearing using wind farm SCADA data and LSTM neural networks |
0 |
2023 |
8 |
Offshore Wind Turbine Jacket Damage Detection via a Siamese Neural Network |
0 |
2023 |
9 |
Structural Health Monitoring of Offshore Jacket Platforms via Transformers |
0 |
2023 |
10 |
Early Fault Detection in the Main Bearing of Wind Turbines Based on Gated Recurrent Unit (GRU) Neural Networks and SCADA Data |
26 |
2022 |
11 |
Conceptual Design of a Vibration Test System Based on a Wave Generator Channel for Lab-Scale Offshore Wind Turbine Jacket Foundations |
2 |
2022 |
12 |
Main Bearing Fault Prognosis in Wind Turbines based on Gated Recurrent Unit Neural Networks |
1 |
2022 |
13 |
Early Detection of Main Bearing Damage in Wind Turbines |
0 |
2022 |
14 |
Detection of Jacket Offshore Wind Turbine Structural Damage using an 1D-Convolutional Neural Network with a Support Vector Machine Layer |
1 |
2022 |
15 |
SCADA Data-Driven Wind Turbine Main Bearing Fault Prognosis Based on Principal Component Analysis |
4 |
2022 |
16 |
Wind Turbine Main Bearing Failure Prediction using a Hybrid Neural Network |
2 |
2022 |
17 |
Early Fault Diagnosis Strategy for WT Main Bearings Based on SCADA Data and One-Class SVM |
12 |
2022 |
18 |
Siamese Neural Networks for Damage Detection and Diagnosis of Jacket-Type Offshore Wind Turbine Platforms |
5 |
2022 |
19 |
Modelling of an Intelligent Control Strategy for an Autonomous Sailboat-SenSailor |
1 |
2022 |
20 |
Development of a Wind Turbine Digital-Twin for failure prognosis: First Results |
3 |
2022 |
21 |
Wind turbine main bearing condition monitoring via convolutional autoencoder neural networks |
1 |
2021 |
22 |
Wind turbine multi-fault detection based on scada data via an autoencoder |
1 |
2021 |
23 |
Convolutional neural network for wind turbine failure classification based on scada data |
0 |
2021 |
24 |
Scada data-driven wind turbine main bearing fault prognosis based on one-class support vector machines |
5 |
2021 |
25 |
Unsupervised damage detection for offshore jacket wind turbine foundations based on an autoencoder neural network |
20 |
2021 |
26 |
Wind turbine main bearing fault prognosis based solely on scada data |
46 |
2021 |
27 |
Damage Detection on Offshore Wind Turbine Jacket Foundations Based on an AutoEncoder |
0 |
2021 |
28 |
Damage Detection in an Offshore Experimental Wind Turbine Foundation based on Autoencoder Deep Neural Networks |
0 |
2021 |
29 |
Wind Turbine Multi-Fault Detection and Classification using Machine Learning Techniques |
0 |
2021 |
30 |
Fault Prognosis for Wind Turbines' Main Bearing based on SCADA data |
0 |
2021 |
31 |
Vibration-response-only structural health monitoring for offshore wind turbine jacket foundations via convolutional neural networks |
41 |
2020 |
32 |
Damage detection and diagnosis for offshore wind foundations |
2 |
2020 |
33 |
Wind turbine multi-fault detection and classification based on SCADA data |
49 |
2018 |
34 |
Wind turbine fault detection and classification by means of image texture analysis |
95 |
2018 |
35 |
Multi-fault diagnosis for wind turbines based on principal component analysis and support vector machines |
0 |
2018 |
36 |
Fault detection and isolation of pitch actuator faults in a floating wind turbine |
3 |
2018 |
37 |
Acceleration-based fault-tolerant control design of offshore fixed wind turbines |
5 |
2017 |
38 |
Hysteresis-Based Design of Dynamic Reference Trajectories to Avoid Saturation in Controlled Wind Turbines |
14 |
2017 |
39 |
Passive fault tolerant control strategy in controlled wind turbines |
6 |
2016 |
40 |
Variable structure strategy to avoid torque control saturation of a wind turbine in the presence of faults |
0 |
2016 |
41 |
Super-twisting controllers for wind turbines |
1 |
2016 |
42 |
Wind turbines controllers design based on the super-twisting algorithm |
1 |
2016 |
43 |
Texture analysis for wind turbine fault detection |
2 |
2016 |
44 |
Active fault tolerant control for pitch actuators failures tested in a hardware-in-the-loop simulation for wind turbine controllers |
3 |
2015 |
45 |
A fault detection method for pitch actuators faults in wind turbines |
4 |
2015 |
46 |
Fault diagnosis and fault-tolerant control ofwind turbines via a discrete time controller with a disturbance compensator |
46 |
2015 |
47 |
Hardware in the loop wind turbine simulator for control system testing |
13 |
2014 |