| Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN RV Sanchez, P Lucero, RE Vasquez, M Cerrada, JC Macancela, ... Journal of Intelligent & Fuzzy Systems 34 (6), 3463-3473, 2018 | 25 | 2018 |
| Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis R Medina, JC Macancela, P Lucero, D Cabrera, M Cerrada, RV Sánchez, ... The International Journal of Advanced Manufacturing Technology 104 (5), 2195 …, 2019 | 11 | 2019 |
| Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers RV Sánchez, P Lucero, JC Macancela, M Cerrada, RE Vásquez, ... 2017 International conference on sensing, diagnostics, prognostics, and …, 2017 | 11 | 2017 |
| SOA based integrated software to develop fault diagnosis models using machine learning in rotating machinery M Cerrada, F Pacheco, RV Sánchez, D Cabrera, J Macancela, P Lucero 2017 IEEE Symposium on Service-Oriented System Engineering (SOSE), 28-37, 2017 | 5 | 2017 |
| Gearbox fault classification using dictionary sparse based representations of vibration signals R Medina, X Alvarez, D Jadán, JC Macancela, RV Sánchez, M Cerrada Journal of Intelligent & Fuzzy Systems 34 (6), 3605-3618, 2018 | 4 | 2018 |
| Poincaré plot features from vibration signal for gearbox fault diagnosis R Medina, X Alvarez, D Jadán, M Cerrada, RV Sánchez, JC Macancela 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), 1-6, 2017 | 4 | 2017 |
| Reciprocating compressor multi-fault classification using symbolic dynamics and complex correlation measure M Cerrada, JC Macancela, D Cabrera, E Estupiñan, RV Sánchez, ... Applied Sciences 10 (7), 2512, 2020 | 2 | 2020 |
| Accelerometer placement comparison for crack detection in railway axles using vibration signals and machine learning P Lucero, RV Sánchez, JC Macancela, D Cabrera, M Cerrada, C Li, ... 2019 Prognostics and System Health Management Conference (PHM-Paris), 291-296, 2019 | 2 | 2019 |
| Gear crack level classification by using knn and time-domain features from acoustic emission signals under different motor speeds and loads RV Sánchez, P Lucero, JC Macancela, M Cerrada, D Cabrera, R Vásquez Proceedings-2018 international conference on sensing, diagnostics …, 2019 | 1 | 2019 |
| A dictionary sparse based representation of vibration signals for gearbox fault detection R Medina, X Alvarez, D Jadán, JC Macancela, RV Sánchez, M Cerrada 2017 International Conference on Sensing, Diagnostics, Prognostics, and …, 2017 | 1 | 2017 |
| Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM R Medina, JC Macancela, P Lucero, D Cabrera, RV Sánchez, M Cerrada Journal of Intelligent Manufacturing, 1-25, 2020 | | 2020 |
| Evaluation of Time and Frequency Condition Indicators from Vibration Signals for Crack Detection in Railway Axles RV Sánchez, P Lucero, JC Macancela, H Rubio Alonso, M Cerrada, ... Applied Sciences 10 (12), 4367, 2020 | | 2020 |
| A LSTM Neural Network Approach using Vibration Signals for Classifying Faults in a Gearbox R Medina, JC Macancela, P Lucero, D Cabrera, C Li, M Cerrada, ... 2019 International Conference on Sensing, Diagnostics, Prognostics, and …, 2019 | | 2019 |
| Influence of Accelerometer Position on Gearbox Fault Severity Classification through Evaluation of Deep Learning Models JC Macancela, D Cabrera, P Lucero, M Cerrada, C Li, S Villacrés, ... 2019 Prognostics and System Health Management Conference (PHM-Paris), 303-308, 2019 | | 2019 |
| Procesamiento de imágenes mediante el uso de un vehículo aéreo no tripulado (UAV) para el monitoreo y detección de incendios forestales JC Macancela Poveda, PM Lucero Otorongo | | 2016 |
René-Vinicio Sánchez LojaUniversidad Politécnica Salesiana, EcuadorVerified email at ups.edu.ec
