René-Vinicio Sánchez Loja

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	Total	Desde 2016
Citas	2492	2466
Índice h	22	22
Índice i10	32	31

780

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585

201520162017201820192020202110 115 226 517 693 776 127

Coautores

Mariela Cerrada LozadaUniversidad Politécnica Salesiana, Cuenca-EcuadorDirección de correo verificada de ups.edu.ec
Diego Cabrera MendietaUniversidad Politécnica Salesiana EcuadorDirección de correo verificada de ups.edu.ec
Chuan LIProfessor, Chongqing Technology and Business UniversityDirección de correo verificada de ctbu.edu.cn
Grover Zurita VillarroelUniversidad Privada Boliviana (UPB)- Laboratory of Industrial Innovation Technology and RoboticsDirección de correo verificada de upb.edu
José Valente de OliveiraUniversidade do Algarve, PortugalDirección de correo verificada de ualg.pt
Rafael E. VasquezUniversidad Pontificia BolivarianaDirección de correo verificada de upb.edu.co
Jean Carlo Macancela PovedaResearch Assistant, External GIDTEC MemberDirección de correo verificada de est.ups.edu.ec
Pablo LuceroElectronics Engineer (Research assistant-GIDTEC)Dirección de correo verificada de est.ups.edu.ec
Fernando Sancho CaparriniUniversidad de SevillaDirección de correo verificada de us.es
Ruben MedinaUniversidad de Los AndesDirección de correo verificada de ieee.org
Gözde UlutagayFull Professor at Industrial Engineering, Istanbul Gedik UniversityDirección de correo verificada de gedik.edu.tr
Myriam DelgadoFederal University of Technology of ParanáDirección de correo verificada de utfpr.edu.br
Carmelo Jose Albanez Bastos FilhoAssociate Professor, University of PernambucoDirección de correo verificada de poli.br
Felipe TobarUniversidad de ChileDirección de correo verificada de dim.uchile.cl
Luis I. MinchalaUniversidad de CuencaDirección de correo verificada de ucuenca.edu.ec
Andrés Paul SarmientoUniversidade Federal de Santa CatarinaDirección de correo verificada de labtucal.ufsc.br
marco ceccarelliprofessor of Mechnics of Machinery, University of Rome Tor VergataDirección de correo verificada de unicas.it
Jairo Fabian Ortega OrtegaPHD Candidate, Budapest University of Technology and EconomicsDirección de correo verificada de mail.bme.hu
Francklin RivasUniversidad de Los AndesDirección de correo verificada de ula.ve

René-Vinicio Sánchez Loja

Universidad Politécnica Salesiana, Ecuador

Dirección de correo verificada de ups.edu.ec - Página principal

Fault diagnosis Mechanical Engineering Maintenance Condition Monitoring Engineering Education


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Gearbox fault identification and classification with convolutional neural networks ZQ Chen, C Li, RV Sanchez Shock and Vibration 2015, 2015	262	2015
Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera, RE Vásquez Mechanical Systems and Signal Processing 76, 283-293, 2016	235	2016
A review on data-driven fault severity assessment in rolling bearings M Cerrada, RV Sánchez, C Li, F Pacheco, D Cabrera, JV de Oliveira, ... Mechanical Systems and Signal Processing 99, 169-196, 2018	229	2018
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera, RE Vásquez Neurocomputing 168, 119-127, 2015	199	2015
Fault diagnosis in spur gears based on genetic algorithm and random forest M Cerrada, G Zurita, D Cabrera, RV Sánchez, M Artés, C Li Mechanical Systems and Signal Processing 70, 87-103, 2016	185	2016
Fault diagnosis for rotating machinery using vibration measurement deep statistical feature learning C Li, RV Sánchez, G Zurita, M Cerrada, D Cabrera Sensors 16 (6), 895, 2016	149	2016
Deep neural networks-based rolling bearing fault diagnosis Z Chen, S Deng, X Chen, C Li, RV Sanchez, H Qin Microelectronics Reliability 75, 327-333, 2017	129	2017
Rolling element bearing defect detection using the generalized synchrosqueezing transform guided by time–frequency ridge enhancement C Li, V Sanchez, G Zurita, MC Lozada, D Cabrera ISA transactions 60, 274-284, 2016	90	2016
Extracting repetitive transients for rotating machinery diagnosis using multiscale clustered grey infogram C Li, D Cabrera, JV de Oliveira, RV Sanchez, M Cerrada, G Zurita Mechanical Systems and Signal Processing 76, 157-173, 2016	86	2016
Multi-stage feature selection by using genetic algorithms for fault diagnosis in gearboxes based on vibration signal M Cerrada, RV Sánchez, D Cabrera, G Zurita, C Li Sensors 15 (9), 23903-23926, 2015	78	2015
Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery F Pacheco, M Cerrada, RV Sánchez, D Cabrera, C Li, JV de Oliveira Expert Systems with Applications 71, 69-86, 2017	73	2017
A systematic review of fuzzy formalisms for bearing fault diagnosis C Li, JV De Oliveira, M Cerrada, D Cabrera, RV Sánchez, G Zurita IEEE Transactions on Fuzzy Systems 27 (7), 1362-1382, 2018	63	2018
A comparison of fuzzy clustering algorithms for bearing fault diagnosis C Li, M Cerrada, D Cabrera, RV Sanchez, F Pacheco, G Ulutagay, ... Journal of Intelligent & Fuzzy Systems 34 (6), 3565-3580, 2018	53	2018
Hierarchical feature selection based on relative dependency for gear fault diagnosis M Cerrada, RV Sánchez, F Pacheco, D Cabrera, G Zurita, C Li Applied Intelligence 44 (3), 687-703, 2016	53	2016
Multi-layer neural network with deep belief network for gearbox fault diagnosis Z Chen, C Li, RV Sánchez Journal of Vibroengineering 17 (5), 2379-2392, 2015	53	2015
Observer-biased bearing condition monitoring: From fault detection to multi-fault classification C Li, JV de Oliveira, M Cerrada, F Pacheco, D Cabrera, V Sanchez, ... Engineering Applications of Artificial Intelligence 50, 287-301, 2016	47	2016
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation D Cabrera, F Sancho, C Li, M Cerrada, RV Sánchez, F Pacheco, ... Applied Soft Computing 58, 53-64, 2017	44	2017
A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions F Pacheco, JV de Oliveira, RV Sánchez, M Cerrada, D Cabrera, C Li, ... Neurocomputing 194, 192-206, 2016	43	2016
Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition D Cabrera, F Sancho, RV Sánchez, G Zurita, M Cerrada, C Li, ... Frontiers of Mechanical Engineering 10 (3), 277-286, 2015	34	2015
A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification C Li, L Ledo, M Delgado, M Cerrada, F Pacheco, D Cabrera, RV Sánchez, ... Knowledge-based systems 129, 39-60, 2017	32	2017

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