Francisco Arellano-Espitia

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Condition Monitoring

Industrial Systems

Top Venues

Publications

Francisco Arellano-Espitia, Miguel Delgado Prieto, Joan Valls-Perez, Juan Jose Saucedo Dorantes, Roque Alfredo Osornio-Rios
Deep Learning-Based Partial Transfer Fault Diagnosis Methodology for Electromechanical Systems. ETFA (2023)
Francisco Arellano-Espitia, Miguel Delgado Prieto, Víctor Martínez-Viol, Juan Jose Saucedo Dorantes, Roque Alfredo Osornio-Rios
Diagnosis Electromechanical System by Means CNN and SAE: An Interpretable-Learning Study. ICPS (2022)
Juan Jose Saucedo Dorantes, Francisco Arellano-Espitia, Miguel Delgado Prieto, Roque Alfredo Osornio-Rios
Diagnosis Methodology Based on Deep Feature Learning for Fault Identification in Metallic, Hybrid and Ceramic Bearings. Sensors 21 (17) (2021)
Francisco Arellano-Espitia, Miguel Delgado Prieto, Víctor Martínez-Viol, Ángel Fernandez Sobrino, Roque Alfredo Osornio-Rios
Anomaly Detection in Electromechanical Systems by means of Deep-Autoencoder. ETFA (2021)
Francisco Arellano-Espitia, Miguel Delgado Prieto, Artvin Darien Gonzalez-Abreu, Juan Jose Saucedo Dorantes, Roque Alfredo Osornio-Rios
Deep-Compact-Clustering Based Anomaly Detection Applied to Electromechanical Industrial Systems. Sensors 21 (17) (2021)
Francisco Arellano-Espitia, Artvin Darien Gonzalez-Abreu, Miguel Delgado Prieto, Juan José Saucedo-Dorantes, Roque Alfredo Osornio-Rios
Analysis of Machine Learning based Condition Monitoring Schemes Applied to Complex Electromechanical Systems. ETFA (2020)
Artvin Darien Gonzalez-Abreu, Juan José Saucedo-Dorantes, Roque Alfredo Osornio-Rios, Francisco Arellano-Espitia, Miguel Delgado Prieto
Deep Learning based Condition Monitoring approach applied to Power Quality. ETFA (2020)
Francisco Arellano-Espitia, Miguel Delgado Prieto, Víctor Martínez-Viol, Juan Jose Saucedo Dorantes, Roque Alfredo Osornio-Rios
Deep-Learning-Based Methodology for Fault Diagnosis in Electromechanical Systems. Sensors 20 (14) (2020)
Francisco Arellano-Espitia, Juan Jose Saucedo Dorantes, Miguel Delgado Prieto, Roque Alfredo Osornio-Rios
Autoencoder based feature reduction analysis applied to electromechanical systems condition monitoring. ETFA (2019)
Francisco Arellano-Espitia, Juan Jose Saucedo Dorantes, Roque Alfredo Osornio-Rios, Miguel Delgado Prieto, Jesus Adolfo Carino-Corrales, René de Jesús Romero-Troncoso
Statistical data fusion as diagnosis scheme applied to a kinematic chain. ICIT (2018)