Documentos de Pablo M. Lucero | REDI

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Publisher: "Journal of Intelligent and Fuzzy Systems"

Subtipo de publicación

Conference Object(2)

Área temáticas

Métodos informáticos especiales(2)

Física aplicada(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(1)

Año de Publicación

Origen

Palabras Claves

Fault diagnosis(1)

Feature engineering(1)

Feature ranking(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

Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN

Conference Object

Abstract: Gearboxes and bearings play an important role in industries for motion and torque transmission machi

Palabras claves:

Feature ranking, Multi-fault diagnosis, Rotating machinery, time features

Diego Cabrera Mendieta, Diego R. Cabrera, Jean Carlo Macancela Poveda, Mariela Cerrada Lozada, Pablo M. Lucero, René-Vinicio Sánchez Loja, Vásquez R.E.