| 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 | 98 | 2018 |
| 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 33 (4), 1031-1055, 2022 | 37 | 2022 |
| 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 | 28 | 2017 |
| AutoML for feature selection and model tuning applied to fault severity diagnosis in spur gearboxes M Cerrada, L Trujillo, DE Hernández, HA Correa Zevallos, JC Macancela, ... Mathematical and Computational Applications 27 (1), 6, 2022 | 27 | 2022 |
| 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, 2195-2214, 2019 | 27 | 2019 |
| 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 | 20 | 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 | 10 | 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 | 10 | 2019 |
| Gearbox fault classification using dictionary sparse based representations of vibration signals R Medina, X Alvarez, D Jadan, JC Macancela, RV Sánchez, M Cerrada Journal of Intelligent & Fuzzy Systems 34 (6), 3605-3618, 2018 | 10 | 2018 |
| Gear crack level classification by using KNN and time-domain features from acoustic emission signals under different motor speeds and loads RV Sanchez, P Lucero, JC Macancela, M Cerrada, D Cabrera, R Vasquez SDPC 2018, 465-470, 2018 | 9 | 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 | 9 | 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 | 8 | 2017 |
| Technology selection for Industry 4.0 oriented condition-based monitoring system: A case study in the paper mills industry D Cabrera, M Cerrada, JC Macancela, J Siguencia, RV Sánchez IFAC-PapersOnLine 55 (19), 211-216, 2022 | 4 | 2022 |
| 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 | 4 | 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 | 2 | 2017 |
| Reliability analysis for CNC gear hobbing machine with a new hybrid model of dual weibull distribution S Yang, S Li, Y Wang, JC Macancela International Journal of Performability Engineering 16 (1), 98, 2020 | 1 | 2020 |
| 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 | 1 | 2019 |
| 4to. Congreso Internacional de Ciencia, Tecnología e Innovación para la Sociedad. Memoria académica A de la Nube Toral Sarmiento, ML Loaiza Martínez, J Llerena Izquierdo, ... | 1 | 2018 |
| Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey RV Sánchez, JC Macancela, LR Ortega, D Cabrera, FP García Márquez, ... Sensors 24 (16), 5400, 2024 | | 2024 |
| 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 |
Mariela Cerrada Lozada (ORCID: 000...Universidad Politécnica Salesiana, Cuenca-Ecuador在 ups.edu.ec 的电子邮件经过验证
