Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Datadriven Anomaly Detectors For Time Series Data And Big Data Ddandet
Sanchez Loja, R. V. (Col), Cabrera Mendieta, D. R. (Col), Villacis Marin, M. L. (Col) & Cerrada Lozada, M. (PI)
18/01/24 → …
Project: Research and Development
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Sewerseer Sistema Robotizado de Visión por Computador para el Diagnóstico de Tuberías de Alcantarillado Mediante Inteligencia Artificial para el Departamento de Agua Potable y Saneamiento del Gad Intercultural del Cantón Cañar
Sanchez Loja, R. V. (Col), Cabrera Mendieta, D. R. (PI), Villacis Marin, M. L. (Col) & Cerrada Lozada, M. (Col)
30/11/23 → …
Project: Research and Development
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Robot para la Inspección de Tuberías de Alcantarillado del Cantón Cañar
Sanchez Loja, R. V. (Col), Cabrera Mendieta, D. R. (PI), Villacis Marin, M. L. (Col) & Cerrada Lozada, M. (Col)
26/10/23 → …
Project: Research and Development
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Acelerador de Inteligencia Artificial para el Análisis Predictivo Avanzado en Plataformas Iiot
Sanchez Loja, R. V. (Col), Cabrera Mendieta, D. R. (PI), Cerrada Lozada, M. (Col), Mejia Correa, M. V. (Student) & Jimenez Santin, D. P. (Student)
31/03/22 → 30/11/22
Project: Research and Development
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Sistema de Detección de Fallos Tempranos de Rodamientos de la Sección de Prensas del Molino Mediante Monitoreo Inteligente de Señales de Vibración
Sanchez Loja, R. V. (PI), Cabrera Mendieta, D. R. (Col), Cerrada Lozada, M. (Col), Mejia Correa, M. V. (Student) & Jimenez Santin, D. P. (Student)
28/01/21 → 31/08/21
Project: Research and Development
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Data-driven Fault Detection in Reciprocating Compressors: A Method Based on PCA and GLRT
Cabrera Salazar, B. M., Cabrera Mendieta, D. R., Cerrada Lozada, M. & Sanchez Loja, R. V., 14 Jun 2024.Research output: Contribution to conference › Paper
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Digital Model of a Wind Turbine Oriented to Broken Tooth Analysis
Jimenez Santin, D. P., Cerrada Lozada, M., Enriquez Zarate, J., Cabrera Mendieta, D. R. & Sanchez Loja, R. V., 14 Jun 2024.Research output: Contribution to conference › Paper
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Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey
Sánchez, R. V., Macancela, J. C., Ortega, L. R., Cabrera, D., García Márquez, F. P. & Cerrada, M., Aug 2024, In: Sensors. 24, 16, 5400.Research output: Contribution to journal › Article › peer-review
Open Access -
Fault Classification in Reciprocating Compressors: A Comparison of Machine Learning and Deep Learning Approaches
Sanchez Loja, R. V., Macancela Poveda, J. C., Cabrera Mendieta, D. R. & Cerrada Lozada, M., 14 Jun 2024.Research output: Contribution to conference › Paper
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Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump
Wu, J., Cabrera, D., Cerrada, M., Sanchez, R. V., Sancho, F. & Estupinan, E., 2024, In: IEEE Transactions on Reliability. p. 1-9 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Press/Media
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Research Findings from Universidad Politecnica Salesiana Update Understanding of Sensor Research (Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey)
Cerrada Lozada, M., Sanchez Loja, R. V., Macancela Poveda, J. C. & Cabrera Mendieta, D. R.
6/09/24
1 item of Media coverage
Press/Media: Press / Media
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Data on Applied Sciences Described by a Researcher at Universidad Politecnica Salesiana (Improved Mel Frequency Cepstral Coefficients for Compressors and Pumps Fault Diagnosis with Deep Learning Models)
Sanchez Loja, R. V., Cabrera Mendieta, D. R. & Cerrada Lozada, M.
11/03/24
1 item of Media coverage
Press/Media: Press / Media
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New Findings from Salesian Polytechnic University Describe Advances in Networks (Rainfall Forecasting Using a Bayesian Framework and Long Short-term Memory Multi-model Estimation Based On an Hourly Meteorological Monitoring Network. Case of ...)
Cabrera Mendieta, D. R., Sanchez Loja, R. V. & Cerrada Lozada, M.
12/04/23
1 item of Media coverage
Press/Media: Press / Media