Diego Cabrera - Publications, H-index & Citations

Diego Cabrera

south china university of technology

29H指数

127论文数

4.4K被引数

收录论文 40

发表时间

A latent-dynamics self-supervised framework for limited-label fault diagnosis in cyclostationary vibration measurements 针对周期平稳振动测量中有限标签故障诊断的潜在动态自监督框架

Array

IF4.5

2026-06-02

OAAI

Diego Cabrera; Mauricio Villacís; Fernando Sancho; René-Vinicio Sánchez; Weihua Li

A comprehensive wind turbine digital model approach for drive-train broken tooth-type fault detection 一种用于驱动链断齿型故障检测的全面风力涡轮机数字模型方法

Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability

IF1.8

2026-03-01

PREAI

Jimenez-Santin, Deiver; Cerrada, Mariela; Enriquez-Zarate, Josue; Cabrera, Diego; Sanchez, Rene-Vinicio

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

Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning 使用少量启动的一类学习的增量生成对抗诊断

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-10-01

PREAI

Pu, Ziqiang; Yan, Lijuan; Bai, Yun; Cabrera, Diego; Li, Chuan

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

Generative adversarial one-shot diagnosis of transmission faults for industrial robots

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2023-10-01

PREAI

Pu, Ziqiang; Cabrera, Diego; Bai, Yun; Li, Chuan

Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot 用于工业机器人故障数据增强的切片Wasserstein循环一致性生成对抗网络

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-07-01

PREAI

Pu, Ziqiang; Cabrera, Diego; Li, Chuan; de Oliveira, Jose Valente

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

A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses 用于多功能故障诊断的一类生成对抗检测框架

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2022-08-01

PREAI

Pu, Ziqiang; Cabrera, Diego; Bai, Yun; Li, Chuan

VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis

IEEE INTELLIGENT SYSTEMS

IF6.1

2022-05-01

PREAI

Pu, Ziqiang; Cabrera, Diego; Li, Chuan; de Oliveira, Jose Valente

Continual Refoircement Learning Using Real-World Data for Intelligent Prediction of SOC Consumption in Electric Vehicles

IEEE LATIN AMERICA TRANSACTIONS

IF1.3

2022-04-01

PREAI

Ortiz, Juan P.; Ayabaca, German P.; Cardenas, Angel R.; Cabrera, Diego; Valladolid, Juan D.

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

Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2021-01-01

PREAI

Zhong, Jingjing; Wang, Dong; Guo, Ju'e; Cabrera, Diego; Li, Chuan

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

研究方向