Producción Científica

Publicaciones en Revistas:

Li, C., Valente de Oliveira, J.L., Lozada, M.C., Cabrera, D., Sanchez, V., Zurita, G.
A systematic review of fuzzy formalisms for bearing fault diagnosis.
IEEE Transactions on Fuzzy Systems,2018.
https://www.x-mol.com/paper/869672

Cerrada, M., Sánchez, R.-V., Li, C., Pacheco, F., Cabrera, D., Valente de Oliveira, J., Vásquez, R.E.
A review on data-driven fault severity assessment in rolling bearings.
Mechanical Systems and Signal Processing,2018.
https://www.sciencedirect.com/science/article/pii/S0888327017303242

Li, C., Ledo, L., Delgado, M., Cerrada, M., Pacheco, F., Cabrera, D., Sánchez, R.-V., Valente de Oliveira, J.
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification.
Knowledge-Based Systems,2017.
https://www.sciencedirect.com/science/article/pii/S0950705117302186

Cabrera, D., Sancho, F., Li, C., Cerrada, M., Sánchez, R.-V., Pacheco, F., de Oliveira, J.V.
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation.
Applied Soft Computing Journal,2017.
https://www.sciencedirect.com/science/article/pii/S1568494617301886

Li, C., Cabrera, D., De Oliveira, J.V., Sanchez, R.-V., Cerrada, M., Zurita, G.
Extracting repetitive transients for rotating machinery diagnosis using multiscale clustered grey infogram.
Mechanical Systems and Signal Processing,2016.
https://www.sciencedirect.com/science/article/pii/S0888327016001151

Cerrada, M., Zurita, G., Cabrera,D., Sánchez, R.-V., Artés, M., Li, C.
Fault diagnosis in spur gears based on genetic algorithm and random forest.
Mechanical Systems and Signal Processing,2016.
https://www.sciencedirect.com/science/article/pii/S0888327015003921

Li, C., Sanchez, R.-V., Zurita, G., Cerrada, M., Cabrera, D., Vásquez, R.E.
Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals.
Mechanical Systems and Signal Processing,2016.
https://www.sciencedirect.com/science/article/pii/S0888327016000340

Cabrera, D., Sancho, F., Sánchez, R.V., Zurita, G., Cerrada, M., Vásquez, R.E
Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition.
Frontiers of Mechanical Engineering, 2015
http://journal.hep.com.cn/fme/EN/10.1007/s11465-015-0348-8

Cerrada, M., Zurita, G., Cabrera, D., Sánchez, R.V. and Li, C.
Multi-stage feature selection by using genetic algorithms for fault diagnosis in gearboxes based on vibration signal.
Sensors, 2015.
doi:10.3390/s150923903

Li, C., Sánchez, R.V., Zurita, G., Cerrada, M. and Cabrera, D.
Rolling element bearing defect detection using the generalized synchrosqueezing transform guided by time-frequency ridge enhancement.
Isa Transactions,2015
http://www.sciencedirect.com/science/article/pii/S0019057815002487

Publicaciones en Congresos:

Sanchez, R., Arpi, A. and Minchala, L.
Fault Identification and Classification of Spur Gearbox with Feed Forward Back Propagation Artificial Neural Network
2012 VI Andean Region International Conference
IEEE, 2012
doi:10.1109/andescon.2012.63

Cerrada, M. Ortiz, J. and Sánchez, R.V.
Fault diagnosis for controlled continuous systems from a hybrid approach: a case of study.
2015 Asia-Pacific Conference on Computer Aided System Engineering (APCASE).
Quito, Ecuador: IEEEXPLORE digital Library, 2015.
doi: 10.1109/APCASE.2015.60

Cabrera, D. y Sancho, F.
Diagnóstico de fallos en cajas de engranajes rectos con random forest y paquetes de wavelet.
VIII Congreso Latinoamericano de Ingeniería Mecánica.
Cuenca, Ecuador: Ediciones Universitarias Universidad Politécnica Salesiana, 2014.

Sanchez, R.V. and Artés, M.
Diagnósticos de fallos en Cajas de Engranajes Basado en una Red Neuronal Artificial Perceptrón Multicapa.
XX Congreso Nacional de Ingeniería Mecánica.
Málaga, España: 2014.

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