Enrique López Droguett

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 56

Top Topics

Fault Diagnosis

Weibull Distribution

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
SCF-Net: A sparse counterfactual generation network for interpretable fault diagnosis. Reliab. Eng. Syst. Saf. 250 (2024)
Leonardo Causa, Juan E. Tapia, Andres Valenzuela, Daniel P. Benalcazar, Enrique López Droguett, Christoph Busch
Analysis of behavioural curves to classify iris images under the influence of alcohol, drugs, and sleepiness conditions. Expert Syst. Appl. 242 (2024)
Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis. Expert Syst. Appl. 237 (Part C) (2024)
Taotao Zhou, Laibin Zhang, Jinqiu Hu, Mohammad Modarres, Enrique López Droguett
A Critical Review and Benchmark Study of Dependency Modeling for Seismic Probabilistic Risk Assessment in the Nuclear Power Industry. Reliab. Eng. Syst. Saf. 245 (2024)
Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Felipe Costa Farias, Alexandre Carlos Araújo da Costa, Olga de Castro Vilela, Valentin Paschoal Perruci, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data. Eng. Appl. Artif. Intell. 133 (2024)
Gustavo de Novaes Pires Leite, Felipe Costa Farias, Tiago Gomes de Sá, Alexandre Carlos Araújo da Costa, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
A robust fleet-based anomaly detection framework applied to wind turbine vibration data. Eng. Appl. Artif. Intell. 126 (2023)
Gabriel San Martin Silva, Enrique López Droguett
Quantum-Based Combinatorial Optimization for Structural Health Monitoring Applications. CoRR (2023)
Caio Bezerra Souto Maior, Lavínia M. Mendes Araújo, Isis Didier Lins, Márcio das Chagas Moura, Enrique López Droguett
Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning. IEEE Access 11 (2023)
Taotao Zhou, Laibin Zhang, Te Han, Enrique López Droguett, Ali Mosleh, Felix T. S. Chan
An uncertainty-informed framework for trustworthy fault diagnosis in safety-critical applications. Reliab. Eng. Syst. Saf. 229 (2023)
Daniel P. Benalcazar, Juan E. Tapia, Mauricio Vasquez, Leonardo Causa, Enrique López Droguett, Christoph Busch
Toward an Efficient Iris Recognition System on Embedded Devices. IEEE Access 11 (2023)
Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems. Reliab. Eng. Syst. Saf. 229 (2023)
Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Alvaro Antonio Villa Ochoa, Enrique López Droguett
Condition-based maintenance with reinforcement learning for refrigeration systems with selected monitored features. Eng. Appl. Artif. Intell. 122 (2023)
Juan Tapia, Enrique López Droguett, Christoph Busch
Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network. ICPR (2022)
Danilo T. M. P. Abreu, Marcos Coelho Maturana, Enrique López Droguett, Marcelo Ramos Martins
Human reliability analysis of conventional maritime pilotage operations supported by a prospective model. Reliab. Eng. Syst. Saf. 228 (2022)
Gabriel San Martín, Enrique López Droguett
Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis. IEEE Access 10 (2022)
Gabriel San Martin Silva, Tarannom Parhizkar, Enrique López Droguett
Quantum Fault Trees. CoRR (2022)
Luis Guarda, Juan E. Tapia, Enrique López Droguett, Marcelo Ramos
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals. CoRR (2022)
Andres Ruiz-Tagle, Enrique López Droguett, Katrina M. Groth
A novel probabilistic approach to counterfactual reasoning in system safety. Reliab. Eng. Syst. Saf. 228 (2022)
Taotao Zhou, Te Han, Enrique López Droguett
Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework. Reliab. Eng. Syst. Saf. 224 (2022)
Taotao Zhou, Enrique López Droguett, Ali Mosleh
Physics-informed deep learning: A promising technique for system reliability assessment. Appl. Soft Comput. 126 (2022)
Juan E. Tapia, Daniel P. Benalcazar, Andres Valenzuela, Leonardo Causa, Enrique López Droguett, Christoph Busch
Learning to Predict Fitness for Duty using Near Infrared Periocular Iris Images. CoRR (2022)
Leonardo Causa, Juan E. Tapia, Enrique López Droguett, A. Valenzuela, Daniel P. Benalcazar, Christoph Busch
Behavioural Curves Analysis Using Near-Infrared-Iris Image Sequences. CoRR (2022)
Daniel P. Benalcazar, Juan E. Tapia, Mauricio Vasquez, Leonardo Causa, Enrique López Droguett, Christoph Busch
Towards an efficient Iris Recognition System on Embedded Devices. CoRR (2022)
Luis Guarda, Juan E. Tapia, Enrique López Droguett, Marcelo Ramos
A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals. Expert Syst. Appl. 201 (2022)
Juan E. Tapia, Enrique López Droguett, Christoph Busch
Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network. CoRR (2022)
Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres, Katrina M. Groth
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems. Reliab. Eng. Syst. Saf. 222 (2022)
Juan E. Tapia, Enrique López Droguett, Andres Valenzuela, Daniel P. Benalcazar, Leonardo Causa, Christoph Busch
Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects. CoRR (2021)
Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks. Sensors 21 (17) (2021)
Taotao Zhou, Enrique López Droguett, Ali Mosleh, Felix T. S. Chan
An Uncertainty-Informed Framework for Trustworthy Fault Diagnosis in Safety-Critical Applications. CoRR (2021)
Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems. CoRR (2021)
Gabriel San Martín, Enrique López Droguett
Quantum Machine Learning for Health State Diagnosis and Prognostics. CoRR (2021)
Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. Sensors 21 (20) (2021)
Taotao Zhou, Enrique López Droguett, Ali Mosleh
Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment. CoRR (2021)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett
Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey. Reliab. Eng. Syst. Saf. 213 (2021)
Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management. CoRR (2021)
Juan E. Tapia, Enrique López Droguett, Andres Valenzuela, Daniel P. Benalcazar, Leonardo Causa, Christoph Busch
Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects. IEEE Access 9 (2021)
Marilia Abílio Ramos, Enrique López Droguett, Ali Mosleh, Márcio das Chagas Moura
A human reliability analysis methodology for oil refineries and petrochemical plants operation: Phoenix-PRO qualitative framework. Reliab. Eng. Syst. Saf. 193 (2020)
Joaquín Figueroa Barraza, Enrique López Droguett, Viviana Meruane Naranjo, Marcelo Ramos Martins
Capsule Neural Networks for structural damage localization and quantification using transmissibility data. Appl. Soft Comput. 97 (Part) (2020)
Taotao Zhou, Enrique López Droguett, Mohammad Modarres
A common cause failure model for components under age-related degradation. Reliab. Eng. Syst. Saf. 195 (2020)
David Verstraete, Enrique López Droguett, Mohammad Modarres
A Deep Adversarial Approach Based on Multi-Sensor Fusion for Semi-Supervised Remaining Useful Life Prognostics. Sensors 20 (1) (2020)
Ana Cláudia Souza Vidal de Negreiros, Isis Didier Lins, Márcio José das Chagas Moura, Enrique López Droguett
-Exponential likelihood. Reliab. Eng. Syst. Saf. 197 (2020)
Zahra Mahmoodzadeh, Keo-Yuan Wu, Enrique López Droguett, Ali Mosleh
Condition-Based Maintenance with Reinforcement Learning for Dry Gas Pipeline Subject to Internal Corrosion. Sensors 20 (19) (2020)
José García, Eduardo Lalla-Ruiz, Stefan Voß, Enrique López Droguett
Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem. Int. J. Mach. Learn. Cybern. 11 (9) (2020)
Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres
Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis. CoRR (2020)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett
Multi-unit risk aggregation with consideration of uncertainty and bias in risk metrics. Reliab. Eng. Syst. Saf. 188 (2019)
Isis Didier Lins, Márcio das Chagas Moura, Enrique López Droguett, Thaís Lima Corrêa
Combining Generalized Renewal Processes with Non-Extensive Entropy-Based q-Distributions for Reliability Applications. Entropy 20 (4) (2018)
Taotao Zhou, Mohammad Modarres, Enrique López Droguett
An improved multi-unit nuclear plant seismic probabilistic risk assessment approach. Reliab. Eng. Syst. Saf. 171 (2018)
Elaheh Rabiei, Enrique López Droguett, Mohammad Modarres
Fully Adaptive Particle Filtering Algorithm for Damage Diagnosis and Prognosis. Entropy 20 (2) (2018)
Márcio das Chagas Moura, João Mateus Marques Santana, Enrique López Droguett, Isis Didier Lins, Bruno Nunes Guedes
Analysis of extended warranties for medical equipment: A Stackelberg game model using priority queues. Reliab. Eng. Syst. Saf. 168 (2017)
Viviana Meruane, Matias Lasen, Enrique López Droguett, Alejandro Ortiz-Bernardin
Modal Strain Energy-Based Debonding Assessment of Sandwich Panels Using a Linear Approximation with Maximum Entropy. Entropy 19 (11) (2017)
Viviana Meruane, Pablo Véliz, Enrique López Droguett, Alejandro Ortiz-Bernardin
Impact Location and Quantification on an Aluminum Sandwich Panel Using Principal Component Analysis and Linear Approximation with Maximum Entropy. Entropy 19 (4) (2017)
Romero Sales Filho, Enrique López Droguett, Isis Didier Lins, Márcio das Chagas Moura, Mehdi Amiri, Rafael Valença Azevedo
-Exponential Distribution. Qual. Reliab. Eng. Int. 33 (3) (2017)
Rodrigo Pascual, Matías Siña, Gabriel Santelices, Milton Román, Enrique López Droguett
Optimal channel coordination in use-based product-service system contracts. Int. J. Prod. Res. 55 (23) (2017)
Meng Xu, Enrique López Droguett, Isis Didier Lins, Márcio das Chagas Moura
On the q-Weibull distribution for reliability applications: An adaptive hybrid artificial bee colony algorithm for parameter estimation. Reliab. Eng. Syst. Saf. 158 (2017)
Márcio das Chagas Moura, Rafael Valença Azevedo, Enrique López Droguett, Leandro Chaves Rêgo, Isis Didier Lins, Romulo Fernando Vilela, Romero Sales Filho
Estimation of expected number of accidents and workforce unavailability through Bayesian population variability analysis and Markov-based model. Reliab. Eng. Syst. Saf. 150 (2016)
Márcio das Chagas Moura, Rafael Valença Azevedo, Enrique López Droguett, Leandro Chaves Rêgo, Isis Didier Lins, Romulo Fernando Vilela, Romero Sales Filho
Corrigendum to "Estimation of expected number of accidents and workforce unavailability through Bayesian population variability analysis and Markov-based model" [Reliab. Eng. Syst. Saf. 150(2016) 136-146]. Reliab. Eng. Syst. Saf. 154 (2016)
Mehdi Amiri, Mohammad Modarres, Enrique López Droguett
AE entropy for detection of fatigue crack initiation and growth. ICPHM (2015)
Isis Didier Lins, Enrique López Droguett, Márcio das Chagas Moura, Enrico Zio, Carlos Magno Couto Jacinto
Computing confidence and prediction intervals of industrial equipment degradation by bootstrapped support vector regression. Reliab. Eng. Syst. Saf. 137 (2015)
Márcio das Chagas Moura, Isis Didier Lins, Enrique López Droguett, Rodrigo Ferreira Soares, Rodrigo Pascual
A Multi-Objective Genetic Algorithm for determining efficient Risk-Based Inspection programs. Reliab. Eng. Syst. Saf. 133 (2015)
Isis Didier Lins, Moacyr Araújo, Márcio das Chagas Moura, Marcus André Silva, Enrique López Droguett
Prediction of sea surface temperature in the tropical Atlantic by support vector machines. Comput. Stat. Data Anal. 61 (2013)
Isis Didier Lins, Leandro Chaves Rêgo, Márcio das Chagas Moura, Enrique López Droguett
Selection of security system design via games of imperfect information and multi-objective genetic algorithm. Reliab. Eng. Syst. Saf. 112 (2013)
Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio, Enrique López Droguett, Carlos Magno Couto Jacinto
NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. Expert Syst. Appl. 40 (4) (2013)
Isis Didier Lins, Márcio das Chagas Moura, Enrico Zio, Enrique López Droguett
A particle swarm-optimized support vector machine for reliability prediction. Qual. Reliab. Eng. Int. 28 (2) (2012)
Márcio das Chagas Moura, Enrico Zio, Isis Didier Lins, Enrique López Droguett
Failure and reliability prediction by support vector machines regression of time series data. Reliab. Eng. Syst. Saf. 96 (11) (2011)
Isis Didier Lins, Enrique López Droguett
Redundancy allocation problems considering systems with imperfect repairs using multi-objective genetic algorithms and discrete event simulation. Simul. Model. Pract. Theory 19 (1) (2011)
Márcio das Chagas Moura, Enrique López Droguett
Mathematical formulation and numerical treatment based on transition frequency densities and quadrature methods for non-homogeneous semi-Markov processes. Reliab. Eng. Syst. Saf. 94 (2) (2009)
Enrique López Droguett, Márcio das Chagas Moura, Carlos Magno Couto Jacinto, Manoel Feliciano Silva Jr.
A semi-Markov model with Bayesian belief network based human error probability for availability assessment of downhole optical monitoring systems. Simul. Model. Pract. Theory 16 (10) (2008)
Enrique López Droguett, Frank J. Groen, Ali Mosleh
The combined use of data and expert estimates in population variability analysis. Reliab. Eng. Syst. Saf. 83 (3) (2004)