Projects per year
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Dive into the research topics where Mariela Cerrada Lozada is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Intelligent Diagnosis and Forecast of the Condition of Rotating Machinery in the Context of Industry 40
Sanchez Loja, R. V., Cajas Muñoz, F. D., Li, C., Lucero Otorongo, P. M., Macancela Poveda, J. C., Pacheco Cordova, E. E., Siguencia Urgiles, J. F., Torres Diaz, C. P., De Oliveira, J. V., Vásquez, R., Calle Lazo, A. K., Llivicura Orellana, H. F., Montalvo Ureta, D. V., Ortega Lucero, L. R., Ortiz Farfan, C. G., Vacacela Costa, A. S., Zambrano Mendoza, J. X., Cabrera Mendieta, D. R., Cerrada Lozada, M., Guaman Buestan, A. D. P., Llerena Pizarro, O. R. & Villacis Marin, M. L.
23/01/20 → …
Project: Research and Development
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Early Failure Detection System for Bearings in the Press Section of the Mill Through Intelligent Monitoring of Vibration Signals
Sanchez Loja, R. V., Cabrera Mendieta, D. R. & Cerrada Lozada, M.
28/01/21 → 28/01/21
Project: Research and Development
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Diagnosis of Severity Level of Faults in Gearboxes Using the Estimated Load Torque Signal Through Mathematical Modeling
Cerrada Lozada, M., Cajas Muñoz, F. D., Chingal Imaicela, D. E., Li, C., Lucero Otorongo, P. M., Macancela Poveda, J. C., Pacheco Cordova, E. E., Pacheco Montilla, F. K., Perez Rivera, I. A., Siguencia Urgiles, J. F., Torres Diaz, C. P., Vásquez, R., Calle Lazo, A. K., Llivicura Orellana, H. F., Montalvo Ureta, D. V., Ortega Lucero, L. R., Ortiz Farfan, C. G., Vacacela Costa, A. S., Zambrano Mendoza, J. X., Cabrera Mendieta, D. R., Guaman Buestan, A. D. P., Llerena Pizarro, O. R., Sanchez Loja, R. V. & Villacis Marin, M. L.
21/11/19 → 21/11/22
Project: Research and Development
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Evaluation of the Severity of Faults in Spur and Helical Gears by Current Vibration Signals and Acoustic Emission
Sanchez Loja, R. V., Cajas Muñoz, F. D., Li, C., Lucero Otorongo, P. M., Macancela Poveda, J. C., Pacheco Cordova, E. E., Trujillo Reyes, L., De Oliveira, J. V., Vásquez, R., Calderon Malla, J. C., Calle Lazo, A. K., Llivicura Orellana, H. F., Lojano Armijos, F. J., Montalvan Pulla, F. I., Ortega Lucero, L. R., Ortiz Farfan, C. G., Vacacela Costa, A. S., Cabrera Mendieta, D. R., Cerrada Lozada, M., Guaman Buestan, A. D. P., Llerena Pizarro, O. R. & Villacis Marin, M. L.
22/05/19 → 22/05/21
Project: Research and Development
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Intelligent Monitoring of the Condition of Rotating Machinery Through the Fusion of Audio Signals Acoustic Emission Vibration and Current
Sanchez Loja, R. V., Cajas Muñoz, F. D., Chingal Imaicela, D. E., Li, C., Lucero Otorongo, P. M., Macancela Poveda, J. C., Pacheco Cordova, E. E., Pacheco Montilla, F. K., Perez Rivera, I. A., Quinteros Espinoza, M. E., Siguencia Urgiles, J. F., Torres Diaz, C. P., De Oliveira, J. V., Vásquez, R., Calle Lazo, A. K., Llivicura Orellana, H. F., Lojano Armijos, F. J., Montalvan Pulla, F. I., Ortega Lucero, L. R., Vacacela Costa, A. S., Cabrera Mendieta, D. R., Cerrada Lozada, M., Guaman Buestan, A. D. P., Llerena Pizarro, O. R. & Villacis Marin, M. L.
17/01/19 → 17/01/22
Project: Research and Development
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Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks
Penã, M., Cerrada, M., Medina, R., Cabrera, D. & Sánchez, R. V., Apr 2023, In: Journal of Computing and Information Science in Engineering. 23, 2, p. 1-10 021009.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Adversarial Fault Detector Guided by One-Class Learning for a Multistage Centrifugal Pump
Cabrera, D., Villacis, M., Cerrada, M., Sanchez, R. V., Li, C., Sancho, F., Long, J. & Estupinan, E., 2022, (Accepted/In press) In: IEEE/ASME Transactions on Mechatronics. p. 1-9 9 p.Research output: Contribution to journal › Article › peer-review
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A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines
de Paula Monteiro, R., Cerrada Lozada, M., Mendieta, D. R. C., Loja, R. V. S. & Filho, C. J. A. B., 15 Oct 2022, In: Expert Systems with Applications. 204, 117528.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Automl For Feature Selection And Model Tuning Applied To Fault Severity Diagnosis In Spur Gearboxes
Cerrada Lozada, M., Trujillo, L., Hernández, D. E., Correa Zevallos, H. A., Macancela Poveda, J. C., Cabrera Mendieta, D. R. & Sanchez Loja, R. V., 21 Mar 2022, In: Mathematical and Computational Applications. 27, 27, p. 2297-8747Research output: Contribution to journal › Article
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Combining Design Thinking and Agile to Implement Condition Monitoring System: A Case Study on Paper Press Bearings
Sánchez, R. V., Siguencia, J. F., Villacís, M., Cabrera, D., Cerrada, M. & Heredia, F., 1 Jul 2022, In: IFAC-PapersOnLine. 55, 19, p. 187-192 6 p.Research output: Contribution to journal › Conference article › peer-review
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