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.

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.

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.

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.

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.

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.

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.

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

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.

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

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

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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