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ArticlesPeer ReviewedFull Text
Vibration-Response-Only Structural Health Monitoring for Offshore Wind Turbine Jacket Foundations via Convolutional Neural Networks
Author / Creator:Puruncajas, Bryan ; Vidal, Yolanda ; Tutivén, Christian
Publisher:Basel: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2020-06, Vol.20 (12), p.3429
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ArticlesPeer ReviewedFull Text
Wind Turbine Main Bearing Fault Prognosis Based Solely on SCADA Data
Author / Creator:Encalada-Dávila, Ángel ; Puruncajas, Bryan ; Tutivén, Christian ; Vidal, Yolanda
Publisher:Switzerland: MDPI
Journal title:Sensors (Basel, Switzerland), 2021-03, Vol.21 (6), p.2228
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ArticlesPeer ReviewedFull Text
Wind Turbine Multi-Fault Detection and Classification Based on SCADA Data
Author / Creator:Vidal, Yolanda ; Pozo, Francesc ; Tutivén, Christian
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2018-11, Vol.11 (11), p.3018
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ArticlesPeer ReviewedFull Text
Unsupervised Damage Detection for Offshore Jacket Wind Turbine Foundations Based on an Autoencoder Neural Network
Author / Creator:Feijóo, Maria del Cisne ; Zambrano, Yovana ; Vidal, Yolanda ; Tutivén, Christian
Publisher:Basel: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2021-05, Vol.21 (10), p.3333
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ArticlesPeer ReviewedFull Text
Early Fault Diagnosis Strategy for WT Main Bearings Based on SCADA Data and One-Class SVM
Author / Creator:Tutivén, Christian ; Vidal, Yolanda ; Insuasty, Andres ; Campoverde-Vilela, Lorena ; Achicanoy, Wilson
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2022-06, Vol.15 (12), p.4381
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ArticlesPeer ReviewedFull Text
SCADA Data-Driven Wind Turbine Main Bearing Fault Prognosis Based on Principal Component Analysis
Author / Creator:Campoverde, Lorena ; Tutivén, Christian ; Vidal, Yolanda ; Benaláazar-Parra, Carlos
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2022-05, Vol.2265 (3), p.32107
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ArticlesPeer ReviewedFull Text
Detection of Jacket Offshore Wind Turbine Structural Damage using an 1D-Convolutional Neural Network with a Support Vector Machine Layer
Author / Creator:Tutivén, Christian ; Moreno, Sueanny ; Vidal, Yolanda ; Benalcázar, Carlos
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2022-05, Vol.2265 (3), p.32088
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ArticlesPeer ReviewedFull Text
Siamese Neural Networks for Damage Detection and Diagnosis of Jacket-Type Offshore Wind Turbine Platforms
Author / Creator:Baquerizo, Joseph ; Tutivén, Christian ; Puruncajas, Bryan ; Vidal, Yolanda ; Sampietro, José
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2022-04, Vol.10 (7), p.1131
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ArticlesPeer ReviewedFull Text
Wind Turbine Main Bearing Failure Prediction using a Hybrid Neural Network
Author / Creator:Bermúdez, Karen ; Ortiz-Holguin, Eduardo ; Tutivén, Christian ; Vidal, Yolanda ; Benalcázar-Parra, Carlos
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2022-05, Vol.2265 (3), p.32090
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ArticlesPeer ReviewedFull Text
Fault Diagnosis and Fault-Tolerant Control of Wind Turbines via a Discrete Time Controller with a Disturbance Compensator
Author / Creator:Vidal, Yolanda ; Tutivén, Christian ; Rodellar, José ; Acho, Leonardo
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2015-05, Vol.8 (5), p.4300-4316
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ArticlesPeer ReviewedFull Text
Damping Ratio Prediction for Redundant Cartesian Impedance-Controlled Robots Using Machine Learning Techniques
Author / Creator:Patiño, José ; Encalada-Dávila, Ángel ; Sampietro, José ; Tutivén, Christian ; Saldarriaga, Carlos ; Kao, Imin
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-02, Vol.11 (4), p.1021
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ArticlesPeer ReviewedFull Text
Detecting bearing failures in wind energy parks: A main bearing early damage detection method using SCADA data and a convolutional autoencoder
Author / Creator:Tutivén, Christian ; Encalada‐Dávila, Ángel ; Vidal, Yolanda ; Benalcázar‐Parra, Carlos
Publisher:London: John Wiley & Sons, Inc
Journal title:Energy science & engineering, 2023-04, Vol.11 (4), p.1395-1411
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ArticlesPeer ReviewedFull Text
Conceptual Design of a Vibration Test System Based on a Wave Generator Channel for Lab-Scale Offshore Wind Turbine Jacket Foundations
Author / Creator:Encalada-Dávila, Ángel ; Pardo, Lenín ; Vidal, Yolanda ; Terán, Efraín ; Tutivén, Christian
Publisher:Basel: MDPI AG
Journal title:Journal of marine science and engineering, 2022-09, Vol.10 (9), p.1247
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ArticlesPeer ReviewedFull Text
Anomaly-based fault detection in wind turbine main bearings
Author / Creator:Campoverde-Vilela, Lorena ; Feijóo, María del Cisne ; Vidal, Yolanda ; Sampietro, José ; Tutivén, Christian
Publisher:Göttingen: Copernicus GmbH
Journal title:Wind Energy Science, 2023-04, Vol.8 (4), p.557-574
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ArticlesPeer ReviewedFull Text
Detection of crack bar deterioration at offshore wind turbine supports using generative adversarial networks and autoencoders
Author / Creator:Prieto-Galarza, Ricardo ; Tutivén, Christian ; Vidal, Yolanda
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2024-06, Vol.2647 (18), p.182010
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ArticlesPeer ReviewedFull Text
Acceleration‐based fault‐tolerant control design of offshore fixed wind turbines
Author / Creator:Tutivén, C. ; Vidal, Y. ; Rodellar, J. ; Acho, L.
Publisher:Pavia: John Wiley & Sons, Inc
Journal title:Structural control and health monitoring, 2017-05, Vol.24 (5), p.np-n/a
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Text ResourcesFull Text
Fault diagnosis and fault tolerant control of wind turbines via a discrete time controller with disturbance compensator
Author / Creator:Vidal Seguí, Yolanda ; Tutivén Gálvez, Christian ; Rodellar Benedé, José ; Acho Zuppa, Leonardo
Date:2015
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Vibration-Response-Only Structural Health Monitoring for Offshore Wind Turbine Jacket Foundations via Convolutional Neural Networks

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Wind Turbine Main Bearing Fault Prognosis Based Solely on SCADA Data

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Wind Turbine Multi-Fault Detection and Classification Based on SCADA Data

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Unsupervised Damage Detection for Offshore Jacket Wind Turbine Foundations Based on an Autoencoder Neural Network

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Early Fault Diagnosis Strategy for WT Main Bearings Based on SCADA Data and One-Class SVM

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SCADA Data-Driven Wind Turbine Main Bearing Fault Prognosis Based on Principal Component Analysis

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Detection of Jacket Offshore Wind Turbine Structural Damage using an 1D-Convolutional Neural Network with a Support Vector Machine Layer

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Siamese Neural Networks for Damage Detection and Diagnosis of Jacket-Type Offshore Wind Turbine Platforms

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Wind Turbine Main Bearing Failure Prediction using a Hybrid Neural Network

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Fault Diagnosis and Fault-Tolerant Control of Wind Turbines via a Discrete Time Controller with a Disturbance Compensator

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Damping Ratio Prediction for Redundant Cartesian Impedance-Controlled Robots Using Machine Learning Techniques

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Detecting bearing failures in wind energy parks: A main bearing early damage detection method using SCADA data and a convolutional autoencoder

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Conceptual Design of a Vibration Test System Based on a Wave Generator Channel for Lab-Scale Offshore Wind Turbine Jacket Foundations

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Anomaly-based fault detection in wind turbine main bearings

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Detection of crack bar deterioration at offshore wind turbine supports using generative adversarial networks and autoencoders

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Acceleration‐based fault‐tolerant control design of offshore fixed wind turbines

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Fault diagnosis and fault tolerant control of wind turbines via a discrete time controller with disturbance compensator

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