Producción Científica

Publicaciones en Revistas:

Li, C., Sanchez, R.-V., Zurita, G., Cerrada, M., Cabrera, D. and Vásquez, R. E.
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis
Neurocomputing, Elsevier BV, 2015
doi:10.1016/j.neucom.2015.06.008

Barbecho, J.M., Sarmiento, A.P., Sanchez, R.V., Calle, W.P.
Design and implementation of industrial instrumentation laboratory.
Ingenius, 2013
http://ingenius.ups.edu.ec/documents/2497096/4150529/desarrolloTecnologico_BarbechoSarmientoSanchezCalle_09.pdf

Chen, Z., Li, C. and Sanchez, R.V.
Gearbox Fault Identification and Classification with Convolutional Neural Networks.
Shock and Vibration, 2015
http://dx.doi.org/10.1155/2015/390134

Chen, Z., Li, C. and Sanchez, R.V.
Multi-layer neural network with deep belief network for gearbox fault diagnosis.
Vibroengineering, 2015
http://www.jve.lt/Vibro/JVE-2015-17-5/JVE01715081684.html

Cerrada, M., Zurita, G., Cabrera, D., Sánchez, R.V., Artés, M. and Li, C.
Fault diagnosis in spur gears based on genetic algorithm and random forest.
Mechanical Systems and Signal Processing, 2015.
http://dx.doi.org/10.1016/j.ymssp.2015.08.030

Cerrada, M., Sánchez, R.V., Pacheco, F., Cabrera, D., Zurita, G. and Li, C.
Hierarchical feature selection based on relative dependency for gear fault diagnosis.
Applied Intelligence,2015
http://link.springer.com/article/10.1007/s10489-015-0725-3

Cabrera, D., Sancho, F., Sánchez, R.V., Zurita, G., Cerrada, M., Li, C. and 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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