Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers

Rene Vinicio Sanchez, Pablo Lucero, Jean Carlo Macancela, Mariela Cerrada, Rafael E. Vasquez, Fannia Pacheco

Research output: Contribution to conferencePaperResearch

4 Citations (Scopus)
Original languageEnglish (US)
Pages105-110
Number of pages6
DOIs
StatePublished - 9 Dec 2017
EventProceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017 -
Duration: 9 Dec 2017 → …

Conference

ConferenceProceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017
Period9/12/17 → …

Fingerprint

Rotating machinery
Failure analysis
Support vector machines
Classifiers
Bearings (structural)
Gears
Costs
Industry

Cite this

Sanchez, R. V., Lucero, P., Macancela, J. C., Cerrada, M., Vasquez, R. E., & Pacheco, F. (2017). Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers. 105-110. Paper presented at Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017, . https://doi.org/10.1109/SDPC.2017.29
Sanchez, Rene Vinicio ; Lucero, Pablo ; Macancela, Jean Carlo ; Cerrada, Mariela ; Vasquez, Rafael E. ; Pacheco, Fannia. / Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers. Paper presented at Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017, .6 p.
@conference{991bc147a7ce4921a1cc320f153c4dc8,
title = "Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers",
author = "Sanchez, {Rene Vinicio} and Pablo Lucero and Macancela, {Jean Carlo} and Mariela Cerrada and Vasquez, {Rafael E.} and Fannia Pacheco",
year = "2017",
month = "12",
day = "9",
doi = "10.1109/SDPC.2017.29",
language = "English (US)",
pages = "105--110",
note = "Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017 ; Conference date: 09-12-2017",

}

Sanchez, RV, Lucero, P, Macancela, JC, Cerrada, M, Vasquez, RE & Pacheco, F 2017, 'Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers' Paper presented at Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017, 9/12/17, pp. 105-110. https://doi.org/10.1109/SDPC.2017.29

Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers. / Sanchez, Rene Vinicio; Lucero, Pablo; Macancela, Jean Carlo; Cerrada, Mariela; Vasquez, Rafael E.; Pacheco, Fannia.

2017. 105-110 Paper presented at Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017, .

Research output: Contribution to conferencePaperResearch

TY - CONF

T1 - Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers

AU - Sanchez, Rene Vinicio

AU - Lucero, Pablo

AU - Macancela, Jean Carlo

AU - Cerrada, Mariela

AU - Vasquez, Rafael E.

AU - Pacheco, Fannia

PY - 2017/12/9

Y1 - 2017/12/9

U2 - 10.1109/SDPC.2017.29

DO - 10.1109/SDPC.2017.29

M3 - Paper

SP - 105

EP - 110

ER -

Sanchez RV, Lucero P, Macancela JC, Cerrada M, Vasquez RE, Pacheco F. Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers. 2017. Paper presented at Proceedings - 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2017, . https://doi.org/10.1109/SDPC.2017.29