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 | 489 | 2016 |
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 | 373 | 2016 |
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 | 323 | 2015 |
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 | 275 | 2016 |
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 | 151 | 2016 |
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 | 141 | 2018 |
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 | 116 | 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 | 112 | 2015 |
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 | 72 | 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, 277-286, 2015 | 69 | 2015 |
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, 687-703, 2016 | 68 | 2016 |
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 | 60 | 2016 |
Fuzzy determination of informative frequency band for bearing fault detection C Li, J Valente de Oliveira, RV Sanchez, M Cerrada, G Zurita, D Cabrera Journal of Intelligent & Fuzzy Systems 30 (6), 3513-3525, 2016 | 27 | 2016 |
Development of a low-cost vibration measurement system for industrial applications A Villarroel, G Zurita, R Velarde Machines 7 (1), 12, 2019 | 26 | 2019 |
A review of vibration machine diagnostics by using artificial intelligence methods G Zurita, V Sánchez, D Cabrera Revista Investigación & Desarrollo 1 (16), 2016 | 16 | 2016 |
Wavelet transform analysis of measurements of engine combustion noise GZ Villarroel, A Ågren SAE Technical Paper, 1997 | 16 | 1997 |
A new time-frequency representation: Analysis of the combustion noise S Cerda, J Romero, J Navasquillo, G Zurita Acustica united with acta acustica 87 (3), 423-425, 2001 | 14 | 2001 |
Reconstruction of cylinder pressure time trace on a six-cylinder engine from acceleration measurements G Zurita, A Ågren, RB Randall, Y Gao PROCEEDINGS OF THE INTERNATIONAL SEMINAR ON MODAL ANALYSIS 3, 1387-1394, 1999 | 12 | 1999 |
Detection of the knock in diesel engines by using the Choi-Williams distribution S Cerdá, J Romero, A Giménez, G Zurita Acta Acustica united with Acustica 88 (6), 998-1004, 2002 | 9 | 2002 |
Vibration based reconstruction of the cylinder pressure in diesel engines by using neural networks JC Peña, G Zurita Revista Investigación & Desarrollo 1 (5), 2005 | 8 | 2005 |