Joel Torres-Cabrera

Universidad Nacional de Loja — EC

Engineering · Physical Sciences

3h-index61citations3works20.32yr avg
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Research Topics

Machine Fault Diagnosis Techniques(2), Power System Reliability and Maintenance(2), Silicon Carbide Semiconductor Technologies(1), Photovoltaic System Optimization Techniques(1), Power Systems Fault Detection(1)

Publications3 total

Short-Medium-Term Solar Irradiance Forecasting with a CEEMDAN-CNN-ATT-LSTM Hybrid Model Using Meteorological Data
Applied Sciences·2025· 11 citedOpen Access
A Novel Data-Driven Approach with a Long Short-Term Memory Autoencoder Model with a Multihead Self-Attention Deep Learning Model for Wind Turbine Converter Fault Detection
Applied Sciences·2024· 9 citedOpen Access
Wind turbine fault detection based on the transformer model using SCADA data
Engineering Failure Analysis·2024· 41 citedOpen Access

Frequent Co-authors

Jorge Maldonado-Correa(3), Sergio Martín‐Martínez(3), Emilio Gómez‐Lázaro(3), Estefanía Artigao(2), M Mora Camacho(1), Marcelo Valdiviezo-Condolo(1)