Jean Carlo Macancela Poveda
Jean Carlo Macancela Poveda
Research Assistant, External GIDTEC Member
Verified email at est.ups.edu.ec
Title
Cited by
Cited by
Year
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
252018
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
112019
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
112017
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
52017
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
42018
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
42017
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
22020
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
22019
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
12019
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
12017
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
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Articles 1–15