Documentos de Long J. | REDI

Regresar

Mostrando 2 resultados de: 2

Filtros aplicados

Palabras Claves: "Condition-Based Maintenance"

Subtipo de publicación

Publisher

IEEE/ASME Transactions on Mechatronics(1)

Mechanical Systems and Signal Processing(1)

Área temáticas

Física aplicada(2)

Métodos informáticos especiales(1)

Área de conocimiento

Aprendizaje automático(1)

Ciencias de la computación(1)

Ingeniería mecánica(1)

Inteligencia artificial(1)

Año de Publicación

Origen

Palabras Claves

Fault Detection(2)

Adversarial learning(1)

Anomaly detection(1)

Feature Extraction(1)

Adversarial Fault Detector Guided by One-Class Learning for a Multistage Centrifugal Pump

Abstract: The data unavailability of critical machinery is an open issue in the field of condition-based maint

Palabras claves:

Anomaly detection, Condition-Based Maintenance, Fault Detection, Feature Extraction, Generative Adversarial Network, Generative Adversarial Networks, hydraulic pump, mathematical models, Pumps, Task analysis, Vibrations

Diego Cabrera Mendieta, Diego R. Cabrera, Estupinan E., Li C., Long J., Mariela Cerrada Lozada, Mauricio Leonardo Villacís, René-Vinicio Sánchez Loja, Sancho F.

Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals

Abstract: Collecting data from mechanical systems in abnormal conditions is expensive and time consuming. Cons

Palabras claves:

3D printers, Adversarial learning, Condition-Based Maintenance, convolutional neural networks, Fault Detection

Diego Cabrera Mendieta, Diego R. Cabrera, Fernando Sancho-Caparrini, Li C., Long J., Mariela Cerrada Lozada, René-Vinicio Sánchez Loja, Valente de Oliveira J.