Documentos de Pablo M. Lucero | REDI

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Filtros aplicados

Área de conocimiento: "Ciencias de la computación"

Subtipo de publicación

Conference Object(2)

Publisher

Journal of Intelligent and Fuzzy Systems(1)

Proceedings - 2019 Prognostics and System Health Management Conference, PHM-Paris 2019(1)

Área temáticas

Métodos informáticos especiales(2)

Física aplicada(1)

Ingeniería y operaciones afines(1)

Área de conocimiento

Aprendizaje automático(1)

Aprendizaje profundo(1)

Año de Publicación

Origen

Palabras Claves

Bayesian optimization(1)

Fault diagnosis(1)

Fault severity classification(1)

Feature engineering(1)

Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings

Conference Object

Abstract: The number of features for fault diagnosis in rotating machinery can be large due to the different a

Palabras claves:

Anova, bearings, cluster validity assessment, Fault diagnosis, Feature engineering, Knn

Alvarez X., Barragán Milton, Diana Jadan-Avilés, Mariela Cerrada Lozada, Mario Peña, Pablo M. Lucero, René-Vinicio Sánchez Loja, Wilson Rodrigo Pérez Rocano

Influence of Accelerometer Position on Gearbox Fault Severity Classification through Evaluation of Deep Learning Models

Conference Object

Abstract: Gears are key elements in mechanical transmission systems. Fault diagnosis in gearboxes is a cutting

Palabras claves:

Bayesian optimization, Fault severity classification, hyperparameters search, K-S test, LSTM networks

Diego Cabrera Mendieta, Diego R. Cabrera, Jean Carlo Macancela Poveda, Li C., Mariela Cerrada Lozada, Pablo M. Lucero, René-Vinicio Sánchez Loja, Villacrés S.