Wind Turbine Main Bearing Fault Prognosis Based Solely on SCADA Data Á Encalada-Dávila, B Puruncajas, C Tutivén, Y Vidal Sensors 21 (6), 22, 2021 | 63 | 2021 |
Early fault detection in the main bearing of wind turbines based on Gated Recurrent Unit (GRU) neural networks and SCADA data Á Encalada-Dávila, L Moyón, C Tutivén, B Puruncajas, Y Vidal IEEE/ASME Transactions on Mechatronics 27 (6), 5583-5593, 2022 | 40 | 2022 |
A Permeability–Throat Diameter Correlation for a Medium Generated with Delaunay Tessellation and Voronoi Algorithm Á Encalada, J Barzola-Monteses, M Espinoza-Andaluz Transport in Porous Media, 2020 | 14 | 2020 |
Detecting bearing failures in wind energy parks: A main bearing early damage detection method using SCADA data and a convolutional autoencoder C Tutivén, Á Encalada‐Dávila, Y Vidal, C Benalcázar‐Parra Energy Science & Engineering, 2023 | 3 | 2023 |
Conceptual design of a vibration test system based on a wave generator channel for lab-scale offshore wind turbine jacket foundations Á Encalada-Dávila, L Pardo, Y Vidal, E Terán, C Tutivén Journal of Marine Science and Engineering 10 (9), 1247, 2022 | 3 | 2022 |
Wind turbine main bearing condition monitoring via convolutional autoencoder neural networks C Tutiv'en, C Benalcazar–Parra, AED Escuela, Y Vidal, B Puruncaias, ... 2021 International Conference on Electrical, Computer, Communications and …, 2021 | 3 | 2021 |
Transport parameter correlations for digitally created PEFC gas diffusion layers by using openPNM Á Encalada-Dávila, M Espinoza-Andaluz, J Barzola-Monteses, S Li, ... Processes 9 (7), 1141, 2021 | 3 | 2021 |
Wind Turbine Multi-Fault Detection based on SCADA Data via an AutoEncoder A Encalada-Dávila, C Tutivén, B Puruncajas, Y Vidal 20th International Conference on Renewable Energy and Power Quality (ICREPQ'22), 2021 | 3 | 2021 |
Compression Effects on Mass Transport Phenomena in digitally generated PEFC Gas Diffusion Layers by using OpenPNM Á Encalada, M Espinoza-Andaluz 2020 IEEE ANDESCON, 1-6, 2020 | 2 | 2020 |
Digital Transactions Mining to Characterize Temporal Rhythms of a City Á Encalada, C Orellana-Fantoni, J Gorotiza, C Vaca, N Pilco 2019 Sixth International Conference on eDemocracy & eGovernment (ICEDEG …, 2019 | 2 | 2019 |
Damping Ratio Prediction for Redundant Cartesian Impedance-Controlled Robots Using Machine Learning Techniques J Patiño, Á Encalada-Dávila, J Sampietro, C Tutivén, C Saldarriaga, I Kao Mathematics 11 (4), 1021, 2023 | 1 | 2023 |
Main bearing fault prognosis in wind turbines based on gated recurrent unit neural networks Á Encalada-Dávila, C Tutivén Gálvez, L Moyón, B Puruncajas Maza, ... Renewable energy and power quality journal 20, 419-424, 2022 | 1 | 2022 |
Optimization algorithms: Optimal parameters computation for modeling the polarization curves of a pefc considering the effect of the relative humidity Á Encalada-Dávila, S Echeverría, J Santana-Villamar, G Cedeño, ... Energies 14 (18), 5631, 2021 | 1 | 2021 |
Behavior of a Polymer Electrolyte Fuel Cell from a Statistical Point of View Based on Data Analysis E Melo, Á Encalada, M Espinoza-Andaluz Information and Communication Technologies: 8th Conference, TICEC 2020 …, 2020 | 1 | 2020 |
An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-based Identification with Bayesian-optimized Hyperparameter Tuning R Ortiz, P Miranda-Chiquito, A Encalada-Davila, C Tutiven, L Marquez, ... Journal of Computing and Information Science in Engineering, 1-22, 2024 | | 2024 |
Optimized PID and NN-based Speed Control of a Load-coupled DC Motor Á Encalada-Dávila, KM Ellithy, MS AbdElhalim, R Shalaby Journal of Physics: Conference Series 2701 (1), 012128, 2024 | | 2024 |
Congress on Research, Development, and Innovation in Renewable Energies: Selected Papers from CIDiER 2023 M Espinoza-Andaluz, EM Vargas, JS Villamar, ÁE Dávila Springer Nature, 2023 | | 2023 |
Early detection of main bearing damage in wind turbines L Moyón, A Encalada-Dávila, C Tutivén Gálvez, Y Vidal Seguí Renewable energy and power quality journal 20, 773-777, 2022 | | 2022 |
Convolutional Neural Network for Wind Turbine Failure Classification Based on SCADA Data B Puruncajas, W Alava, C Encalada-Dávila, Y Vidal 20th International Conference on Renewable Energy and Power Quality (ICREPQ'22), 2021 | | 2021 |
Thermal Conductivity Correlation for Microscale Porous Media by Using OpenPNM Á Encalada, M Espinoza-Andaluz, M Andersson Advances in Heat Transfer and Thermal Engineering: Proceedings of 16th UK …, 2021 | | 2021 |