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

Mario Peña, Mariela Cerrada, Ximena Alvarez, Diana Jadán, Pablo Lucero, Barragán Milton, Rodrigo Guamán, René Vinicio Sánchez

Research output: Contribution to conferencePaperResearch

1 Citation (Scopus)
Original languageEnglish (US)
Pages3451-3462
Number of pages12
DOIs
StatePublished - 1 Jan 2018
EventJournal of Intelligent and Fuzzy Systems -
Duration: 1 Jan 2018 → …

Conference

ConferenceJournal of Intelligent and Fuzzy Systems
Period1/01/18 → …

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Bearings (structural)
Cluster Validity
Analysis of variance (ANOVA)
Fault Diagnosis
Failure analysis
Feature extraction
Engineering
Rotating machinery
Fault
Feature Selection
Ranking
Classifiers
Rolling Bearing
Rotating Machinery
Subset
Testbed
Rotating
Classify
Classifier
Verify

Cite this

Peña, M., Cerrada, M., Alvarez, X., Jadán, D., Lucero, P., Milton, B., ... Sánchez, R. V. (2018). Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. 3451-3462. Paper presented at Journal of Intelligent and Fuzzy Systems, . https://doi.org/10.3233/JIFS-169525
Peña, Mario ; Cerrada, Mariela ; Alvarez, Ximena ; Jadán, Diana ; Lucero, Pablo ; Milton, Barragán ; Guamán, Rodrigo ; Sánchez, René Vinicio. / Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. Paper presented at Journal of Intelligent and Fuzzy Systems, .12 p.
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title = "Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings",
author = "Mario Pe{\~n}a and Mariela Cerrada and Ximena Alvarez and Diana Jad{\'a}n and Pablo Lucero and Barrag{\'a}n Milton and Rodrigo Guam{\'a}n and S{\'a}nchez, {Ren{\'e} Vinicio}",
year = "2018",
month = "1",
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doi = "10.3233/JIFS-169525",
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note = "Journal of Intelligent and Fuzzy Systems ; Conference date: 01-01-2018",

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Peña, M, Cerrada, M, Alvarez, X, Jadán, D, Lucero, P, Milton, B, Guamán, R & Sánchez, RV 2018, 'Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings' Paper presented at Journal of Intelligent and Fuzzy Systems, 1/01/18, pp. 3451-3462. https://doi.org/10.3233/JIFS-169525

Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. / Peña, Mario; Cerrada, Mariela; Alvarez, Ximena; Jadán, Diana; Lucero, Pablo; Milton, Barragán; Guamán, Rodrigo; Sánchez, René Vinicio.

2018. 3451-3462 Paper presented at Journal of Intelligent and Fuzzy Systems, .

Research output: Contribution to conferencePaperResearch

TY - CONF

T1 - Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings

AU - Peña, Mario

AU - Cerrada, Mariela

AU - Alvarez, Ximena

AU - Jadán, Diana

AU - Lucero, Pablo

AU - Milton, Barragán

AU - Guamán, Rodrigo

AU - Sánchez, René Vinicio

PY - 2018/1/1

Y1 - 2018/1/1

U2 - 10.3233/JIFS-169525

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EP - 3462

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Peña M, Cerrada M, Alvarez X, Jadán D, Lucero P, Milton B et al. Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. 2018. Paper presented at Journal of Intelligent and Fuzzy Systems, . https://doi.org/10.3233/JIFS-169525