Mariela Cerrada - Publications, H-index & Citations

Mariela Cerrada

research faculty

30H指数

154论文数

4.6K被引数

收录论文 32

发表时间

Electric torque for fault severity diagnosis in gearbox-type load: ML approaches based on Poincaré plot and statistical features 齿轮箱型负载故障严重程度诊断的电扭矩：基于庞加莱图和统计特征的机器学习方法

Scientific Reports

IF3.9

2025-11-17

OAAI

Mariela Cerrada; René-Vinicio Sánchez; Luis-Renato Ortega; Diego Cabrera; Byron Romero

One-class transformer-based feature disentanglement with clustering-driven semisupervised learning for the fault diagnosis of reciprocating machinery 基于Transformer的一类特征解耦与聚类驱动的半监督学习方法在往复式机械故障诊断中的应用

ISA Transactions

IF6.5

2025-10-21

PREAI

Diego Cabrera; Yuliang Feng; Fernando Sancho; Mariela Cerrada; René-Vinicio Sánchez; Chuan Li

IoT, AI, and Digital Twins in Smart Cities: A Systematic Review for a Thematic Mapping and Research Agenda 物联网、人工智能和数字孪生在智慧城市中的应用：一项用于主题映射与研究议程的系统综述

Smart Cities 2025, Vol. 8, Page 175

IF0

2025-10-16

OAAI

Erwin J. Sacoto-Cabrera; Antonio Perez-Torres; Luis Tello-Oquendo; Mariela Cerrada

Evaluation of Hand-Crafted Feature Extraction for Fault Diagnosis in Rotating Machinery: A Survey

SENSORS

IF3.5

2024-08-21

OAAI

Sanchez, Rene-Vinicio; Macancela, Jean Carlo; Ortega, Luis-Renato; Cabrera, Diego; Marquez, Fausto Pedro Garcia; Cerrada, Mariela

Gearbox faults severity classification using Poincaré plots of acoustic emission

APPLIED ACOUSTICS

IF3.6

2024-03-01

OAAI

Medina, Ruben; Sanchez, Rene-Vinicio; Cabrera, Diego; Cerrada, Mariela; Estupinan, Edgar; Ao, Wengang; Vasquez, Rafael E.

Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2024-01-01

PREAI

Wu, Jiapeng; Cabrera, Diego; Cerrada, Mariela; Sanchez, Rene-Vinicio; Sancho, Fernando; Estupinan, Edgar

Adversarial Fault Detector Guided by One-Class Learning for a Multistage Centrifugal Pump 多级离心泵的一类学习指导下的对抗性故障检测器

IEEE-ASME TRANSACTIONS ON MECHATRONICS

IF7.3

2023-06-01

PREAI

Cabrera, Diego; Villacis, Mauricio; Cerrada, Mariela; Sanchez, Rene-Vinicio; Li, Chuan; Sancho, Fernando; Long, Jianyu; Estupinan, Edgar

A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines 基于混合原型选择的工业机器异常检测深度学习方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-10-01

PREAI

Monteiro, Rodrigo de Paula; Lozada, Mariela Cerrada; Mendieta, Diego Roman Cabrera; Loja, Rene Vinicio Sanchez; Filho, Carmelo Jose Albanez Bastos

Deep Ensemble-Based Classifier for Transfer Learning in Rotating Machinery Fault Diagnosis 基于深度集成的分类器在旋转机械故障诊断中的迁移学习

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Pacheco, Fannia; Drimus, Alin; Duggen, Lars; Cerrada, Mariela; Cabrera, Diego; Sanchez, Rene-Vinicio

One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2021-09-01

PREAI

Li, Chuan; Cabrera, Diego; Sancho, Fernando; Sanchez, Rene-Vinicio; Cerrada, Mariela; de Oliveira, Jose Valente

From fault detection to one-class severity discrimination of 3D printers with one-class support vector machine 基于单类支持向量机的3D打印机故障检测到单类严重程度判别

ISA TRANSACTIONS

IF6.5

2021-04-01

OAAI

Li, Chuan; Cabrera, Diego; Sancho, Fernando; Cerrada, Mariela; Sanchez, Rene-Vinicio; Estupinan, Edgar

Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2021-01-01

OAAI

Li, Chuan; Cabrera, Diego; Sancho, Fernando; Sanchez, Rene-Vinicio; Cerrada, Mariela; Long, Jianyu; de Oliveira, Jose Valente

Gear and bearing fault classification under different load and speed by using Poincare plot features and SVM 基于Poincare plot特征和SVM的不同负载和速度下齿轮和轴承故障分类

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2020-11-23

PREAI

Medina, Ruben; Macancela, Jean Carlo; Lucero, Pablo; Cabrera, Diego; Sanchez, Rene-Vinicio; Cerrada, Mariela

Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor

NEUROCOMPUTING

IF6.5

2020-03-01

PREAI

Cabrera, Diego; Guaman, Adriana; Zhang, Shaohui; Cerrada, Mariela; Sanchez, Rene-Vinicio; Cevallos, Juan; Long, Jianyu; Li, Chuan

A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2019-07-01

PREAI

Li, Chuan; de Oliveira, Jose Valente; Cerrada, Mariela; Cabrera, Diego; Vinicio Sanchez, Rene; Zurita, Grover

Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery 往复机械极不平衡故障诊断的生成对抗网络选择方法

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Cabrera, Diego; Sancho, Fernando; Long, Jianyu; Sanchez, Rene-Vinicio; Zhang, Shaohui; Cerrada, Mariela; Li, Chuan

A fuzzy transition based approach for fault severity prediction in helical gearboxes

FUZZY SETS AND SYSTEMS

IF2.7

2018-04-01

PREAI

Cerrada, Mariela; Li, Chuan; Sanchez, Rene-Vinicio; Pacheco, Fannia; Cabrera, Diego; de Oliveira, Jose Valente

A review on data-driven fault severity assessment in rolling bearings 基于数据驱动的滚动轴承故障严重程度评估方法综述

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2018-01-01

523

PREAI

Cerrada, Mariela; Sanchez, Rene-Vinicio; Li, Chuan; Pacheco, Fannia; Cabrera, Diego; de Oliveira, Jose Valente; Vasquez, Rafael E.

Integration in industrial automation based on multi-agent systems using cultural algorithms for optimizing the coordination mechanisms 使用文化算法优化协调机制的基于多智能体系统的工业自动化集成

COMPUTERS IN INDUSTRY

IF9.1

2017-10-01

PREAI

Teran, Juan; Aguilar, Jose; Cerrada, Mariela

Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation

APPLIED SOFT COMPUTING

IF6.6

2017-09-01

OAAI

Cabrera, Diego; Sancho, Fernando; Li, Chuan; Cerrada, Mariela; Sanchez, Rene-Vinicio; Pacheco, Fannia; de Oliveira, Jose Valente

研究方向