Enrico Zio

Orcid: 0000-0002-7108-637X

Affiliations:
  • University of Paris-Saclay, France
  • Polytechnic of Milan, Italy
  • Massachusetts Institute of Technology, Cambridge, MA, USA (PhD 1998)


According to our database1, Enrico Zio authored at least 437 papers between 1998 and 2024.

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Bibliography

2024
Operating Condition Generalization Network for Fault Diagnosis of Brushless DC Motors.
IEEE Trans. Ind. Electron., December, 2024

Novel Outlier-Robust Accelerated Degradation Testing Model and Lifetime Analysis Method Considering Time-Stress-Dependent Factors.
IEEE Trans. Ind. Informatics, August, 2024

Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems.
IEEE Trans. Reliab., June, 2024

A Framework for the Evaluation of Network Reliability Under Periodic Demand.
IEEE/ACM Trans. Netw., June, 2024

Data and Model Combined Unsupervised Fault Detection and Assessment Framework for Underwater Thruster.
IEEE Trans. Ind. Informatics, June, 2024

Reliability Optimization.
IEEE Trans. Reliab., March, 2024

Prognostics and Health Management Methods for Reliability Prediction and Predictive Maintenance.
IEEE Trans. Reliab., March, 2024

Fault detection in complex mechatronic systems by a hierarchical graph convolution attention network based on causal paths.
Reliab. Eng. Syst. Saf., March, 2024

A network-based approach to improving robustness of a high-speed train by structure adjustment.
Reliab. Eng. Syst. Saf., March, 2024

Sensitivity analysis by differential importance measure for unsupervised fault diagnostics.
Reliab. Eng. Syst. Saf., March, 2024

A novel approach for remaining useful life prediction of high-reliability equipment based on long short-term memory and multi-head self-attention mechanism.
Qual. Reliab. Eng. Int., March, 2024

Probabilistic scenario analysis of integrated road-power infrastructures with hybrid fleets of EVs and ICVs.
Reliab. Eng. Syst. Saf., February, 2024

A physics-informed autoencoder for system health state assessment based on energy-oriented system performance.
Reliab. Eng. Syst. Saf., February, 2024

Combining natural language processing and bayesian networks for the probabilistic estimation of the severity of process safety events in hydrocarbon production assets.
Reliab. Eng. Syst. Saf., January, 2024

Multidomain Class-Imbalance Generalization With Fault Relationship-Induced Augmentation for Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2024

Subdomain Adaptation Order Network for Fault Diagnosis of Brushless DC Motors.
IEEE Trans. Instrum. Meas., 2024

GMM-BinSeg: A Data Segmentation Method for CFRP/Aluminum Stacks Drilling- Countersinking Monitoring Signal.
IEEE Trans. Instrum. Meas., 2024

Managing secondary risks with optimal risk response strategy and risk-related resource scheduling.
Reliab. Eng. Syst. Saf., 2024

Digital twins in safety analysis, risk assessment and emergency management.
Reliab. Eng. Syst. Saf., 2024

Domain generalization for cross-domain fault diagnosis: An application-oriented perspective and a benchmark study.
Reliab. Eng. Syst. Saf., 2024

TSoSRA: A task-oriented resilience assessment framework for system-of-systems.
Reliab. Eng. Syst. Saf., 2024

Reliability improvement of the dredging perception system: A sensor fault-tolerant strategy.
Reliab. Eng. Syst. Saf., 2024

A blockchain-based credibility evaluation scheme for navigational event dissemination in the internet of ships.
Reliab. Eng. Syst. Saf., 2024

A simulation-based approach for resilience assessment of process system: A case of LNG terminal system.
Reliab. Eng. Syst. Saf., 2024

A condition-informed dynamic Bayesian network framework to support severe accident management in nuclear power plants.
Reliab. Eng. Syst. Saf., 2024

Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis.
Reliab. Eng. Syst. Saf., 2024

Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors.
Reliab. Eng. Syst. Saf., 2024

Distributed-collaborative surrogate modeling approach for creep-fatigue reliability assessment of turbine blades considering multi-source uncertainty.
Reliab. Eng. Syst. Saf., 2024

On the prediction of power outage length based on linear multifractional Lévy stable motion.
Pattern Recognit. Lett., 2024

Coordinating dynamic traffic-power systems under decentralized and centralized decision environments.
Comput. Ind. Eng., 2024

Editor-in-Chief.
IEEE Access, 2024

2023
Social Robotics and Synthetic Ethics: A Methodological Proposal for Research.
Int. J. Soc. Robotics, December, 2023

Hybrid system response model for condition monitoring of bearings under time-varying operating conditions.
Reliab. Eng. Syst. Saf., November, 2023

Robust optimization of the design of monopropellant propulsion control systems using an advanced teaching-learning-based optimization method.
Eng. Appl. Artif. Intell., November, 2023

A Deep Learning Feature Fusion Based Health Index Construction Method for Prognostics Using Multiobjective Optimization.
IEEE Trans. Reliab., September, 2023

Bi-objective optimization of the scheduling of risk-related resources for risk response.
Reliab. Eng. Syst. Saf., September, 2023

Multi-task learning boosted predictions of the remaining useful life of aero-engines under scenarios of working-condition shift.
Reliab. Eng. Syst. Saf., September, 2023

A systematic method of remaining useful life estimation based on physics-informed graph neural networks with multisensor data.
Reliab. Eng. Syst. Saf., September, 2023

Improving resilience of high-speed train by optimizing repair strategies.
Reliab. Eng. Syst. Saf., September, 2023

Multi-objective reliability and cost optimization of fuel cell vehicle system with fuzzy feasibility.
Inf. Sci., September, 2023

Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment.
IEEE Trans. Ind. Informatics, August, 2023

Vulnerability analysis of demand-response with renewable energy integration in smart grids to cyber attacks and online detection methods.
Reliab. Eng. Syst. Saf., July, 2023

Robust multi-objective optimization of safety barriers performance parameters for NaTech scenarios risk assessment and management.
Reliab. Eng. Syst. Saf., July, 2023

A sequential decision problem formulation and deep reinforcement learning solution of the optimization of O&M of cyber-physical energy systems (CPESs) for reliable and safe power production and supply.
Reliab. Eng. Syst. Saf., July, 2023

A multi-objective optimization model for identifying groups of critical elements in a high-speed train.
Reliab. Eng. Syst. Saf., July, 2023

Opportunistic maintenance policies for multi-machine production systems with quality and availability improvement.
Reliab. Eng. Syst. Saf., June, 2023

Maintenance optimization in industry 4.0.
Reliab. Eng. Syst. Saf., June, 2023

Adaptive transfer learning for multimode process monitoring and unsupervised anomaly detection in steam turbines.
Reliab. Eng. Syst. Saf., June, 2023

A restoration-clustering-decomposition learning framework for aging-related failure rate estimation of distribution transformers.
Reliab. Eng. Syst. Saf., April, 2023

Multi-Fractal Weibull Adaptive Model for the Remaining Useful Life Prediction of Electric Vehicle Lithium Batteries.
Entropy, April, 2023

An Adaptive Sampling Framework for Life Cycle Degradation Monitoring.
Sensors, January, 2023

A Semisupervised Deep Hybrid Multitask Model for RUL Prediction.
IEEE Trans. Instrum. Meas., 2023

Vision-Based Defect Measurement of Drilled CFRP Composites Using Double-Light Imaging.
IEEE Trans. Instrum. Meas., 2023

An Angle-Based Bi-Objective Optimization Algorithm for Redundancy Allocation in Presence of Interval Uncertainty.
IEEE Trans Autom. Sci. Eng., 2023

Condition-Based Maintenance for Performance Degradation Under Nonperiodic Unreliable Inspections.
IEEE Trans. Artif. Intell., 2023

System design optimization with mixed subsystems failure dependencies.
Reliab. Eng. Syst. Saf., 2023

Entropy-driven Monte Carlo simulation method for approximating the survival signature of complex infrastructures.
Reliab. Eng. Syst. Saf., 2023

Importance measures for critical components in complex system based on Copula Hierarchical Bayesian Network.
Reliab. Eng. Syst. Saf., 2023

An advanced teaching-learning-based algorithm to solve unconstrained optimization problems.
Intell. Syst. Appl., 2023

A graph structure feature-based framework for the pattern recognition of the operational states of integrated energy systems.
Expert Syst. Appl., 2023

A two-stage estimation method based on Conceptors-aided unsupervised clustering and convolutional neural network classification for the estimation of the degradation level of industrial equipment.
Expert Syst. Appl., 2023

An optimization model for planning testing and control strategies to limit the spread of a pandemic - The case of COVID-19.
Eur. J. Oper. Res., 2023

Study on the Application of Graph Theory Algorithms and Attack Graphs in Cybersecurity Assessment.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

A General Data-Driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Split Conformal Prediction.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Cascades-Risk Informed Transmission Expansion Planning by Behavioural Cloning.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Optimization Method for an Improved Training of Physics Informed Neural Networks.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Two formal methodologies of Model-Based Safety Assessment for Fault Tree Analysis.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Energy-Efficient Scheduling of Flexible Manufacturing Systems Based on Petri Net.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Quantum Imprecise Bayesian Networks (QIBN) for Modelling Socio-Ecological-Technical Systems under Uncertainty.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

2022
Multi-objective availability and cost optimization by PSO and COA for series-parallel systems with subsystems failure dependencies.
Microprocess. Microsystems, March, 2022

Hybrid Discrete Differential Evolution and Deep Q-Network for Multimission Selective Maintenance.
IEEE Trans. Reliab., 2022

Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors.
IEEE Trans. Intell. Transp. Syst., 2022

A Deep Branched Network for Failure Mode Diagnostics and Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas., 2022

Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO.
IEEE Trans. Instrum. Meas., 2022

Guest Editorial: Special Section on AI Enhanced Reliability Assessment and Predictive Health Management.
IEEE Trans. Ind. Informatics, 2022

A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data.
IEEE Syst. J., 2022

A Bayesian Belief Network Model for the Risk Assessment and Management of Premature Screen-Out during Hydraulic Fracturing.
Reliab. Eng. Syst. Saf., 2022

Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice.
Reliab. Eng. Syst. Saf., 2022

Optimal design of step-stress accelerated degradation test oriented by nonlinear and distributed degradation process.
Reliab. Eng. Syst. Saf., 2022

Improved quantitative risk assessment of a natural gas pipeline considering high-consequence areas.
Reliab. Eng. Syst. Saf., 2022

A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks.
Reliab. Eng. Syst. Saf., 2022

Resilience-oriented optimal post-disruption reconfiguration for coupled traffic-power systems.
Reliab. Eng. Syst. Saf., 2022

A clustering-based framework for searching vulnerabilities in the operation dynamics of Cyber-Physical Energy Systems.
Reliab. Eng. Syst. Saf., 2022

Multifractional and long-range dependent characteristics for remaining useful life prediction of cracking gas compressor.
Reliab. Eng. Syst. Saf., 2022

A new preventive maintenance strategy optimization model considering lifecycle safety.
Reliab. Eng. Syst. Saf., 2022

A novel reliability monitoring scheme based on the monitoring of manufacturing quality error rates.
Reliab. Eng. Syst. Saf., 2022

A method for economic evaluation of predictive maintenance technologies by integrating system dynamics and evolutionary game modelling.
Reliab. Eng. Syst. Saf., 2022

Parallel density scanned adaptive Kriging to improve local tsunami hazard assessment for coastal infrastructures.
Reliab. Eng. Syst. Saf., 2022

Time space modelling for fault diagnosis and prognosis with uncertainty management: A general theoretical formulation.
Reliab. Eng. Syst. Saf., 2022

A Bayesian belief network framework for nuclear power plant human reliability analysis accounting for dependencies among performance shaping factors.
Reliab. Eng. Syst. Saf., 2022

Prognostics and health management: A review from the perspectives of design, development and decision.
Reliab. Eng. Syst. Saf., 2022

A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning.
Reliab. Eng. Syst. Saf., 2022

A general model for life-cycle cost analysis of Condition-Based Maintenance enabled by PHM capabilities.
Reliab. Eng. Syst. Saf., 2022

A methodology to perform dynamic risk assessment using system theory and modeling and simulation: Application to nuclear batteries.
Reliab. Eng. Syst. Saf., 2022

Remaining useful life prediction for complex systems considering varying future operational conditions.
Qual. Reliab. Eng. Int., 2022

A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles.
J. Comput. Des. Eng., 2022

Resilience assessment of electrified road networks subject to charging station failures.
Comput. Aided Civ. Infrastructure Eng., 2022

A framework for predicting the remaining useful life of machinery working under time-varying operational conditions.
Appl. Soft Comput., 2022

Robust state-of-charge estimation of Li-ion batteries based on multichannel convolutional and bidirectional recurrent neural networks.
Appl. Soft Comput., 2022

Evolving Connectionist System and Hidden Semi-Markov Model for Learning-Based Tool Wear Monitoring and Remaining Useful Life Prediction.
IEEE Access, 2022

Estimation Of The Lower Heating Value Of Solid Recovered Fuel Based On Swir Hyper-Spectral Images And Machine Learning.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

The explainable uncertainty in degradation process: a discovery from non-accelerated batteries degradation experiment.
Proceedings of the IECON 2022, 2022

Vulnerability Assessment of Interdependent Infrastructures Based on a Cascading Failure Model.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

Estimation of the Case Temperature of Insulated Gate Bipolar Temperatures in Induction Cooktops by Deep Neural Network.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

A Physics-Informed Training Approach for Data-Driven Method in Remaining Useful Life Estimation.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

Experimental Investigation of Failure Thresholds of Rolling Element Bearings.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

2021
A Novel Framework for the Operational Reliability Evaluation of Integrated Electric Power-Gas Networks.
IEEE Trans. Smart Grid, 2021

A Two-Stage Stochastic Programming Model of Component Test Plan and Redundancy Allocation for System Reliability Optimization.
IEEE Trans. Reliab., 2021

Risk Assessment of an Electrical Power System Considering the Influence of Traffic Congestion on a Hypothetical Scenario of Electrified Transportation System in New York State.
IEEE Trans. Intell. Transp. Syst., 2021

Radiation-Induced Degradation Analysis and Reliability Modeling of COTS ADCs for Space-Borne Miniature Fiber-Optic Gyroscopes.
IEEE Trans. Instrum. Meas., 2021

Online Estimation of Degradation State Under Random Change of Mode.
IEEE Trans. Instrum. Meas., 2021

Joint Distribution-Based Test Selection for Fault Detection and Isolation Under Multiple Faults Condition.
IEEE Trans. Instrum. Meas., 2021

Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling.
IEEE Trans. Engineering Management, 2021

A Framework based on Finite Mixture Models and Adaptive Kriging for Characterizing Non-Smooth and Multimodal Failure Regions in a Nuclear Passive Safety System.
Reliab. Eng. Syst. Saf., 2021

An optimization framework for opportunistic planning of preventive maintenance activities.
Reliab. Eng. Syst. Saf., 2021

Optimal Prognostics and Health Management-driven inspection and maintenance strategies for industrial systems.
Reliab. Eng. Syst. Saf., 2021

Accounting for Safety Barriers Degradation in the Risk Assessment of Oil and Gas Systems by Multistate Bayesian Networks.
Reliab. Eng. Syst. Saf., 2021

Time-dependent reliability analysis of the reactor building of a nuclear power plant for accounting of its aging and degradation.
Reliab. Eng. Syst. Saf., 2021

A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures.
Reliab. Eng. Syst. Saf., 2021

A generalized petri net-based modeling framework for service reliability evaluation and management of cloud data centers.
Reliab. Eng. Syst. Saf., 2021

Identification of LOFA precursors in ITER superconducting magnet cryogenic cooling circuit.
Reliab. Eng. Syst. Saf., 2021

Globalization and global risk: How risk analysis needs to be enhanced to be effective in confronting current threats.
Reliab. Eng. Syst. Saf., 2021

Association rules extraction for the identification of functional dependencies in complex technical infrastructures.
Reliab. Eng. Syst. Saf., 2021

A failure mechanism consistency test method for accelerated degradation test.
Qual. Reliab. Eng. Int., 2021

A multi-criteria model for the security assessment of large-infrastructure construction sites.
Int. J. Crit. Infrastructure Prot., 2021

A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data.
Expert Syst. Appl., 2021

A framework for the resilience analysis of complex natural gas pipeline networks from a cyber-physical system perspective.
Comput. Ind. Eng., 2021

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer.
Appl. Soft Comput., 2021

A Fractional Brownian Motion Model for Forecasting Lost Load and Time Interval Between Power Outages.
IEEE Access, 2021

Natural Language Processing and Bayesian Networks for the Analysis of Process Safety Events.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

Damage Detection in Truss Structures Supporting Pipelines and Auxiliary Equipment in Power Plants.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

A Modeling Framework for the Analysis of Integrated Energy Systems Exposed to NaTech Events Induced by Climate Change.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

Dynamic Reliability Assessment of Cyber-Physical Energy Systems (CPEs) by GTST-MLD.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

Dynamic Reliability Assessment Framework for Integrated Energy Systems Based on the Improved Universal Generating Function.
Proceedings of the 5th International Conference on System Reliability and Safety, 2021

2020
A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst., 2020

Spectral Kurtosis of Choi-Williams Distribution and Hidden Markov Model for Gearbox Fault Diagnosis.
Symmetry, 2020

Risk Analysis of Cyber-Physical Systems by GTST-MLD.
IEEE Syst. J., 2020

A novel method for maintenance record clustering and its application to a case study of maintenance optimization.
Reliab. Eng. Syst. Saf., 2020

Joint optimization of safety barriers for enhancing business continuity of nuclear power plants against steam generator tube ruptures accidents.
Reliab. Eng. Syst. Saf., 2020

Considering the human operator cognitive process for the interpretation of diagnostic outcomes related to component failures and cyber security attacks.
Reliab. Eng. Syst. Saf., 2020

Cooperative co-evolutionary approach to optimize recovery for improving resilience in multi-communities.
Reliab. Eng. Syst. Saf., 2020

A new Markov-based model for reliability optimization problems with mixed redundancy strategy.
Reliab. Eng. Syst. Saf., 2020

System reliability-redundancy optimization with cold-standby strategy by an enhanced nest cuckoo optimization algorithm.
Reliab. Eng. Syst. Saf., 2020

A data-driven framework for identifying important components in complex systems.
Reliab. Eng. Syst. Saf., 2020

Definitions of generalized multi-performance weighted multi-state <i>K¯</i>-out-of-<i>n</i> system and its reliability evaluations.
Reliab. Eng. Syst. Saf., 2020

An integrated reliability approach with improved importance sampling for low-cycle fatigue damage prediction of turbine disks.
Reliab. Eng. Syst. Saf., 2020

Optimization of an aperiodic sequential inspection and condition-based maintenance policy driven by value of information.
Reliab. Eng. Syst. Saf., 2020

Partially observable Markov decision processes for optimal operations of gas transmission networks.
Reliab. Eng. Syst. Saf., 2020

Industrial equipment reliability estimation: A Bayesian Weibull regression model with covariate selection.
Reliab. Eng. Syst. Saf., 2020

Integrated deterministic and probabilistic safety assessment of a superconducting magnet cryogenic cooling circuit for nuclear fusion applications.
Reliab. Eng. Syst. Saf., 2020

A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider.
Reliab. Eng. Syst. Saf., 2020

An extended method for evaluating assumptions deviations in quantitative risk assessment and its application to external flooding risk assessment of a nuclear power plant.
Reliab. Eng. Syst. Saf., 2020

Bayesian Network Modelling for the Wind Energy Industry: An Overview.
Reliab. Eng. Syst. Saf., 2020

Cost minimization of repairable systems subject to availability constraints using efficient cuckoo optimization algorithm.
Qual. Reliab. Eng. Int., 2020

Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0.
IEEE Internet Things J., 2020

Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements.
Eng. Appl. Artif. Intell., 2020

Multifractional Brownian Motion and Quantum-Behaved Partial Swarm Optimization for Bearing Degradation Forecasting.
Complex., 2020

A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generators.
Appl. Soft Comput., 2020

Remaining useful life prediction using multi-scale deep convolutional neural network.
Appl. Soft Comput., 2020

Analysing Recovery From Pandemics by Learning Theory: The Case of CoVid-19.
IEEE Access, 2020

A Discrete Increment Model for Electricity Price Forecasting Based on Fractional Brownian Motion.
IEEE Access, 2020

2019
A Sequential Bayesian Approach for Remaining Useful Life Prediction of Dependent Competing Failure Processes.
IEEE Trans. Reliab., 2019

Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture.
IEEE Trans. Ind. Electron., 2019

Analysis of configuration data errors in Communication-based Train Control systems.
Simul. Model. Pract. Theory, 2019

A framework for dynamic risk assessment with condition monitoring data and inspection data.
Reliab. Eng. Syst. Saf., 2019

Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories.
Reliab. Eng. Syst. Saf., 2019

On the optimal redundancy allocation for multi-state series-parallel systems under epistemic uncertainty.
Reliab. Eng. Syst. Saf., 2019

Portfolio optimization of safety measures for the prevention of time-dependent accident scenarios.
Reliab. Eng. Syst. Saf., 2019

Identifying resilient-important elements in interdependent critical infrastructures by sensitivity analysis.
Reliab. Eng. Syst. Saf., 2019

Condition-based probabilistic safety assessment for maintenance decision making regarding a nuclear power plant steam generator undergoing multiple degradation mechanisms.
Reliab. Eng. Syst. Saf., 2019

Optimal allocation of prognostics and health management capabilities to improve the reliability of a power transmission network.
Reliab. Eng. Syst. Saf., 2019

RAMS Optimization.
Reliab. Eng. Syst. Saf., 2019

The evolution of system reliability optimization.
Reliab. Eng. Syst. Saf., 2019

Degradation state mining and identification for railway point machines.
Reliab. Eng. Syst. Saf., 2019

Importance analysis considering time-varying parameters and different perturbation occurrence times.
Qual. Reliab. Eng. Int., 2019

A multi-perspective framework of analysis of critical infrastructures with respect to supply service, controllability and topology.
Int. J. Crit. Infrastructure Prot., 2019

An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories.
Fuzzy Sets Syst., 2019

An integrated imputation-prediction scheme for prognostics of battery data with missing observations.
Expert Syst. Appl., 2019

An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards.
Eur. J. Oper. Res., 2019

A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency.
Comput. Chem. Eng., 2019

Integration of feature vector selection and support vector machine for classification of imbalanced data.
Appl. Soft Comput., 2019

Resilience of Smart Power Grids to False Pricing Attacks in the Social Network.
IEEE Access, 2019

Ensemble of Models for Fatigue Crack Growth Prognostics.
IEEE Access, 2019

Application of FTIR Method to Monitor the Service Condition of Used Diesel Engine Lubricant Oil.
Proceedings of the 4th International Conference on System Reliability and Safety, 2019

Resilience Assessment of China's Natural Gas Supply System Based on Ecological Network Analysis.
Proceedings of the 4th International Conference on System Reliability and Safety, 2019

VoI-Based Optimal Sensors Positioning and the Sub-Modularity Issue.
Proceedings of the 4th International Conference on System Reliability and Safety, 2019

A Non-parametric Cumulative Sum Approach for Online Diagnostics of Cyber Attacks to Nuclear Power Plants.
Proceedings of the Resilience of Cyber-Physical Systems, 2019

2018
Dynamic Risk Assessment Based on Statistical Failure Data and Condition-Monitoring Degradation Data.
IEEE Trans. Reliab., 2018

An Ensemble of Component-Based and Population-Based Self-Organizing Maps for the Identification of the Degradation State of Insulated-Gate Bipolar Transistors.
IEEE Trans. Reliab., 2018

A New Analytical Approach for Interval Availability Analysis of Markov Repairable Systems.
IEEE Trans. Reliab., 2018

A Framework for Modeling and Optimizing Maintenance in Systems Considering Epistemic Uncertainty and Degradation Dependence Based on PDMPs.
IEEE Trans. Ind. Informatics, 2018

Aliasing Signal Separation of Superimposed Abrasive Debris Based on Degenerate Unmixing Estimation Technique.
Sensors, 2018

The future of risk assessment.
Reliab. Eng. Syst. Saf., 2018

A Monte Carlo-based exploration framework for identifying components vulnerable to cyber threats in nuclear power plants.
Reliab. Eng. Syst. Saf., 2018

A novel support vector regression method for online reliability prediction under multi-state varying operating conditions.
Reliab. Eng. Syst. Saf., 2018

A systematic framework of vulnerability analysis of a natural gas pipeline network.
Reliab. Eng. Syst. Saf., 2018

A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems.
Reliab. Eng. Syst. Saf., 2018

Reliability assessment of phased-mission systems under random shocks.
Reliab. Eng. Syst. Saf., 2018

A stochastic hybrid systems model of common-cause failures of degrading components.
Reliab. Eng. Syst. Saf., 2018

Electrical and topological drivers of the cascading failure dynamics in power transmission networks.
Reliab. Eng. Syst. Saf., 2018

Fault trees analysis using expert opinion based on fuzzy-bathtub failure rates.
Qual. Reliab. Eng. Int., 2018

Uncertainty theory as a basis for belief reliability.
Inf. Sci., 2018

Ensemble of optimized echo state networks for remaining useful life prediction.
Neurocomputing, 2018

Extreme Learning Machine Based Prognostics of Battery Life.
Int. J. Artif. Intell. Tools, 2018

A scalable fuzzy support vector machine for fault detection in transportation systems.
Expert Syst. Appl., 2018

A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis.
Appl. Soft Comput., 2018

Particle Filtering for Prognostics of a Newly Designed Product With a New Parameters Initialization Strategy Based on Reliability Test Data.
IEEE Access, 2018

Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data.
IEEE Access, 2018

Accelerated Life Test for Reliability Evaluation of Pneumatic Cylinders.
IEEE Access, 2018

Joint Optimization of Business Continuity by Designing Safety Barriers for Accident Prevention, Mitigation and Emergency Responses.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Automatic Extraction of a Health Indicator from Vibrational Data by Sparse Autoencoders.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Risk Assessment of Electrical Power Systems Considering Traffic Congestion.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

A Data-Driven Approach for Predicting the Remaining Useful Life of Steam Generators.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Availability Optimization of Parallel-Series System by Evolutionary Computation.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

An Importance Measure to Assess the Value of a Component Inspection Policy.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Power System Design for Resilience and Flexibility Against Extreme Weather Events.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

KNN-FSVM for Fault Detection in High-Speed Trains.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Failure Modes Detection of Nuclear Systems Using Machine Learning.
Proceedings of the 5th International Conference on Dependable Systems and Their Applications, 2018

2017
Model Uncertainty in Accelerated Degradation Testing Analysis.
IEEE Trans. Reliab., 2017

Availability Model of a PHM-Equipped Component.
IEEE Trans. Reliab., 2017

Comparing Network-Centric and Power Flow Models for the Optimal Allocation of Link Capacities in a Cascade-Resilient Power Transmission Network.
IEEE Syst. J., 2017

Three-loop Monte Carlo simulation approach to Multi-State Physics Modeling for system reliability assessment.
Reliab. Eng. Syst. Saf., 2017

An empirical classification-based framework for the safety criticality assessment of energy production systems, in presence of inconsistent data.
Reliab. Eng. Syst. Saf., 2017

Simulation-based exploration of high-dimensional system models for identifying unexpected events.
Reliab. Eng. Syst. Saf., 2017

Portfolio optimization of safety measures for reducing risks in nuclear systems.
Reliab. Eng. Syst. Saf., 2017

Safety margin sensitivity analysis for model selection in nuclear power plant probabilistic safety assessment.
Reliab. Eng. Syst. Saf., 2017

Weighted-feature and cost-sensitive regression model for component continuous degradation assessment.
Reliab. Eng. Syst. Saf., 2017

System dynamic reliability assessment and failure prognostics.
Reliab. Eng. Syst. Saf., 2017

Modeling dependent competing failure processes with degradation-shock dependence.
Reliab. Eng. Syst. Saf., 2017

Reliability model of a component equipped with PHM capabilities.
Reliab. Eng. Syst. Saf., 2017

Development of a Bayesian multi-state degradation model for up-to-date reliability estimations of working industrial components.
Reliab. Eng. Syst. Saf., 2017

Estimation of rare event probabilities in power transmission networks subject to cascading failures.
Reliab. Eng. Syst. Saf., 2017

SVM hyperparameters tuning for recursive multi-step-ahead prediction.
Neural Comput. Appl., 2017

Remaining storage life prediction for an electromagnetic relay by a particle filtering-based method.
Microelectron. Reliab., 2017

Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory.
Expert Syst. Appl., 2017

Probability box as a tool to model and control the effect of epistemic uncertainty in multiple dependent competing failure processes.
Appl. Soft Comput., 2017

A Model-Based Reliability Metric Considering Aleatory and Epistemic Uncertainty.
IEEE Access, 2017

A Bayesian Optimal Design for Accelerated Degradation Testing Based on the Inverse Gaussian Process.
IEEE Access, 2017

A Fault Diagnostic Tool Based on a First Principle Model Simulator.
Proceedings of the Model-Based Safety and Assessment - 5th International Symposium, 2017

Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Modelling unexpected failures with a hierarchical Bayesian model.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

Adaptive artificial neural networks for seismic fragility analysis.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

The energy management and optimization strategy for fuel cell hybrid ships.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A benchmark of dynamic reliability methods for probabilistic safety assessment.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

Model ensemble-based prognostic framework for fatigue crack growth prediction.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

System reliability-redundancy allocation by evolutionary computation.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

Optimizing the resilience of interdependent infrastructure systems against intentional attacks.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A framework for multi-hazards risk aggregation considering risk model maturity levels.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A dynamic weighting ensemble approach for wind energy production prediction.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A hybrid Monte Carlo and possibilistic approach to estimate non-suppression probability in fire probabilistic safety analysis.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

2016
A Reliability Assessment Framework for Systems With Degradation Dependency by Combining Binary Decision Diagrams and Monte Carlo Simulation.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Some Challenges and Opportunities in Reliability Engineering.
IEEE Trans. Reliab., 2016

A Novel Hybrid Method of Parameters Tuning in Support Vector Regression for Reliability Prediction: Particle Swarm Optimization Combined With Analytical Selection.
IEEE Trans. Reliab., 2016

Component Importance Measures for Components With Multiple Dependent Competing Degradation Processes and Subject to Maintenance.
IEEE Trans. Reliab., 2016

Online Performance Assessment Method for a Model-Based Prognostic Approach.
IEEE Trans. Reliab., 2016

Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems.
IEEE Trans. Reliab., 2016

Semi-Markov Model for the Oxidation Degradation Mechanism in Gas Turbine Nozzles.
IEEE Trans. Reliab., 2016

Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction.
IEEE Trans. Neural Networks Learn. Syst., 2016

Challenges in the vulnerability and risk analysis of critical infrastructures.
Reliab. Eng. Syst. Saf., 2016

Identification of protective actions to reduce the vulnerability of safety-critical systems to malevolent acts: A sensitivity-based decision-making approach.
Reliab. Eng. Syst. Saf., 2016

Advanced RESTART method for the estimation of the probability of failure of highly reliable hybrid dynamic systems.
Reliab. Eng. Syst. Saf., 2016

Special Issue ESREL 2014.
Reliab. Eng. Syst. Saf., 2016

Availability assessment of oil and gas processing plants operating under dynamic Arctic weather conditions.
Reliab. Eng. Syst. Saf., 2016

A penalty guided stochastic fractal search approach for system reliability optimization.
Reliab. Eng. Syst. Saf., 2016

Risk-based optimization of pipe inspections in large underground networks with imprecise information.
Reliab. Eng. Syst. Saf., 2016

A dynamic probabilistic safety margin characterization approach in support of Integrated Deterministic and Probabilistic Safety Analysis.
Reliab. Eng. Syst. Saf., 2016

Invariant methods for an ensemble-based sensitivity analysis of a passive containment cooling system of an AP1000 nuclear power plant.
Reliab. Eng. Syst. Saf., 2016

Bootstrapped-ensemble-based Sensitivity Analysis of a trace thermal-hydraulic model based on a limited number of PWR large break loca simulations.
Reliab. Eng. Syst. Saf., 2016

Towards a probabilistic model for predicting ship besetting in ice in Arctic waters.
Reliab. Eng. Syst. Saf., 2016

Evaluation of the robustness of critical infrastructures by Hierarchical Graph representation, clustering and Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2016

Uncertainty treatment in risk analysis of complex systems: The cases of STAMP and FRAM.
Reliab. Eng. Syst. Saf., 2016

Remaining useful life estimation in heterogeneous fleets working under variable operating conditions.
Reliab. Eng. Syst. Saf., 2016

Identification of the degradation state for condition-based maintenance of insulated gate bipolar transistors: A self-organizing map approach.
Microelectron. Reliab., 2016

Feature vector regression with efficient hyperparameters tuning and geometric interpretation.
Neurocomputing, 2016

Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions.
Eng. Appl. Artif. Intell., 2016

A complex network theory approach for optimizing contamination warning sensor location in water distribution networks.
CoRR, 2016

A SVR-based ensemble approach for drifting data streams with recurring patterns.
Appl. Soft Comput., 2016

An Ontological Approach for Run-Time Safety Management in Smart Work Environments.
Proceedings of the 25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2016

2015
A Visual Interactive Method for Prime Implicants Identification.
IEEE Trans. Reliab., 2015

A Novel Dynamic-Weighted Probabilistic Support Vector Regression-Based Ensemble for Prognostics of Time Series Data.
IEEE Trans. Reliab., 2015

Integrating Random Shocks Into Multi-State Physics Models of Degradation Processes for Component Reliability Assessment.
IEEE Trans. Reliab., 2015

A Classification Framework for Predicting Components' Remaining Useful Life Based on Discrete-Event Diagnostic Data.
IEEE Trans. Reliab., 2015

Fuzzy Classification With Restricted Boltzman Machines and Echo-State Networks for Predicting Potential Railway Door System Failures.
IEEE Trans. Reliab., 2015

Genetic Algorithms in the Framework of Dempster-Shafer Theory of Evidence for Maintenance Optimization Problems.
IEEE Trans. Reliab., 2015

Comparison of Data-Driven Reconstruction Methods For Fault Detection.
IEEE Trans. Reliab., 2015

An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction.
IEEE Trans. Neural Networks Learn. Syst., 2015

Fuzzy Reliability Assessment of Systems With Multiple-Dependent Competing Degradation Processes.
IEEE Trans. Fuzzy Syst., 2015

Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions.
Reliab. Eng. Syst. Saf., 2015

Computing confidence and prediction intervals of industrial equipment degradation by bootstrapped support vector regression.
Reliab. Eng. Syst. Saf., 2015

Network reliability analysis based on percolation theory.
Reliab. Eng. Syst. Saf., 2015

A particle filtering and kernel smoothing-based approach for new design component prognostics.
Reliab. Eng. Syst. Saf., 2015

Improved metamodel-based importance sampling for the performance assessment of radioactive waste repositories.
Reliab. Eng. Syst. Saf., 2015

Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application.
Reliab. Eng. Syst. Saf., 2015

Invasive weed classification.
Neural Comput. Appl., 2015

Unsupervised clustering of vibration signals for identifying anomalous conditions in a nuclear turbine.
J. Intell. Fuzzy Syst., 2015

Hybrid Uncertainty and Sensitivity Analysis of the Model of a Twin-Jet Aircraft.
J. Aerosp. Inf. Syst., 2015

A belief function theory based approach to combining different representation of uncertainty in prognostics.
Inf. Sci., 2015

Reliability analysis of smart grid communication network by simulation.
Integr. Comput. Aided Eng., 2015

Genetic algorithms for condition-based maintenance optimization under uncertainty.
Eur. J. Oper. Res., 2015

System reliability prediction by support vector regression with analytic selection and genetic algorithm parameters selection.
Appl. Soft Comput., 2015

Reconstruction of missing data in multidimensional time series by fuzzy similarity.
Appl. Soft Comput., 2015

2014
Random Fuzzy Extension of the Universal Generating Function Approach for the Reliability Assessment of Multi-State Systems Under Aleatory and Epistemic Uncertainties.
IEEE Trans. Reliab., 2014

Predictive Maintenance by Risk Sensitive Particle Filtering.
IEEE Trans. Reliab., 2014

Predicting component reliability and level of degradation with complex-valued neural networks.
Reliab. Eng. Syst. Saf., 2014

Assessing nuclear power plant safety and recovery from earthquakes using a system-of-systems approach.
Reliab. Eng. Syst. Saf., 2014

An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability.
Reliab. Eng. Syst. Saf., 2014

An illustration of the use of an approach for treating model uncertainties in risk assessment.
Reliab. Eng. Syst. Saf., 2014

Quantifying the reliability of fault classifiers.
Inf. Sci., 2014

Ensemble of Kernel Regression Models for Assessing the Health State of Choke Valves in Offshore Oil Platforms.
Int. J. Comput. Intell. Syst., 2014

Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios.
Expert Syst. Appl., 2014

Hierarchical differential evolution for minimal cut sets identification: Application to nuclear safety systems.
Eur. J. Oper. Res., 2014

An adaptive method for health trend prediction of rotating bearings.
Digit. Signal Process., 2014

Condition assessment for the performance degradation of bearing based on a combinatorial feature extraction method.
Digit. Signal Process., 2014

Uncertainty treatment in expert information systems for maintenance policy assessment.
Appl. Soft Comput., 2014

A novel dynamics model of fault propagation and equilibrium analysis in complex dynamical communication network.
Appl. Math. Comput., 2014

Optimal detection of new classes of faults by an Invasive Weed Optimization method.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

On the microgrid energy management under a predictive control framework.
Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2013
Vulnerability of Smart Grids With Variable Generation and Consumption: A System of Systems Perspective.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Global Sensitivity Analysis in a Multi-State Physics Model of Component Degradation Based on a Hybrid State-Space Enrichment and Polynomial Chaos Expansion Approach.
IEEE Trans. Reliab., 2013

Fault Detection in Nuclear Power Plants Components by a Combination of Statistical Methods.
IEEE Trans. Reliab., 2013

Component Ranking by Birnbaum Importance in Presence of Epistemic Uncertainty in Failure Event Probabilities.
IEEE Trans. Reliab., 2013

An Integrated Framework for Risk Response Planning Under Resource Constraints in Large Engineering Projects.
IEEE Trans. Engineering Management, 2013

A framework for the system-of-systems analysis of the risk for a safety-critical plant exposed to external events.
Reliab. Eng. Syst. Saf., 2013

Evaluating maintenance policies by quantitative modeling and analysis.
Reliab. Eng. Syst. Saf., 2013

A dynamic particle filter-support vector regression method for reliability prediction.
Reliab. Eng. Syst. Saf., 2013

Uncertainty propagation in a model for the estimation of the ground level concentration of dioxin/furans emitted from a waste gasification plant.
Reliab. Eng. Syst. Saf., 2013

Non-dominated sorting binary differential evolution for the multi-objective optimization of cascading failures protection in complex networks.
Reliab. Eng. Syst. Saf., 2013

Reliability and vulnerability analyses of critical infrastructures: Comparing two approaches in the context of power systems.
Reliab. Eng. Syst. Saf., 2013

Unsupervised spectral clustering for hierarchical modelling and criticality analysis of complex networks.
Reliab. Eng. Syst. Saf., 2013

Monte Carlo simulation of radionuclide migration in fractured rock for the performance assessment of radioactive waste repositories.
Reliab. Eng. Syst. Saf., 2013

Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data.
Reliab. Eng. Syst. Saf., 2013

A Modeling Framework for Maintenance Optimization of Electrical Components Based on Fuzzy Logic and Effective Age.
Qual. Reliab. Eng. Int., 2013

Maintenance policy performance assessment in presence of imprecision based on Dempster-Shafer Theory of Evidence.
Inf. Sci., 2013

Unsupervised Clustering for Fault Diagnosis in Nuclear Power Plant Components.
Int. J. Comput. Intell. Syst., 2013

Predicting time series of railway speed restrictions with time-dependent machine learning techniques.
Expert Syst. Appl., 2013

NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment.
Expert Syst. Appl., 2013

Reliability Analysis of Interdependent Networks Using Percolation Theory.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

2012
A Multistate Physics Model of Component Degradation Based on Stochastic Petri Nets and Simulation.
IEEE Trans. Reliab., 2012

Particle Filtering for the Detection of Fault Onset Time in Hybrid Dynamic Systems With Autonomous Transitions.
IEEE Trans. Reliab., 2012

A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics.
IEEE Trans. Reliab., 2012

Application of the load flow and random flow models for the analysis of power transmission networks.
Reliab. Eng. Syst. Saf., 2012

Monte Carlo simulation-based sensitivity analysis of the model of a thermal-hydraulic passive system.
Reliab. Eng. Syst. Saf., 2012

Optimizing protections against cascades in network systems: A modified binary differential evolution algorithm.
Reliab. Eng. Syst. Saf., 2012

Identifying groups of critical edges in a realistic electrical network by multi-objective genetic algorithms.
Reliab. Eng. Syst. Saf., 2012

Analyzing the topological, electrical and reliability characteristics of a power transmission system for identifying its critical elements.
Reliab. Eng. Syst. Saf., 2012

A multi-state model for the reliability assessment of a distributed generation system via universal generating function.
Reliab. Eng. Syst. Saf., 2012

Network theory-based analysis of risk interactions in large engineering projects.
Reliab. Eng. Syst. Saf., 2012

Subset Simulation of a reliability model for radioactive waste repository performance assessment.
Reliab. Eng. Syst. Saf., 2012

Editorial Special Issue ESREL 2010.
Reliab. Eng. Syst. Saf., 2012

A particle swarm-optimized support vector machine for reliability prediction.
Qual. Reliab. Eng. Int., 2012

Empirical Comparison of Methods for the Hierarchical Propagation of Hybrid Uncertainty in Risk Assessment, in Presence of Dependences.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012

Fatigue crack growth estimation by relevance vector machine.
Expert Syst. Appl., 2012

Ensemble-approaches for clustering health status of oil sand pumps.
Expert Syst. Appl., 2012

A Multi-State Power Model for Adequacy Assessment of Distributed Generation via Universal Generating Function
CoRR, 2012

Uncertainty Analysis of the Adequacy Assessment Model of a Distributed Generation System
CoRR, 2012

A subspace approach to fault diagnostics in large power systems.
Proceedings of the 5th International Symposium on Communications, 2012

2011
Reliability and Risk Analysis
Series on Quality, Reliability and Engineering Statistics 13-15, WorldScientific, ISBN: 978-981-4360-68-5, 2011

Modeling Interdependent Network Systems for Identifying Cascade-Safe Operating Margins.
IEEE Trans. Reliab., 2011

Fuzzy C-Means Clustering of Signal Functional Principal Components for Post-Processing Dynamic Scenarios of a Nuclear Power Plant Digital Instrumentation and Control System.
IEEE Trans. Reliab., 2011

Optimization of the inspection intervals of a safety system in a nuclear power plant by Multi-Objective Differential Evolution (MODE).
Reliab. Eng. Syst. Saf., 2011

Particle filtering prognostic estimation of the remaining useful life of nonlinear components.
Reliab. Eng. Syst. Saf., 2011

Level Diagrams analysis of Pareto Front for multiobjective system redundancy allocation.
Reliab. Eng. Syst. Saf., 2011

Failure and reliability prediction by support vector machines regression of time series data.
Reliab. Eng. Syst. Saf., 2011

Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions.
Reliab. Eng. Syst. Saf., 2011

Some considerations on the treatment of uncertainties in risk assessment for practical decision making.
Reliab. Eng. Syst. Saf., 2011

Genetic algorithm-based wrapper approach for grouping condition monitoring signals of nuclear power plant components.
Integr. Comput. Aided Eng., 2011

A randomized model ensemble approach for reconstructing signals from faulty sensors.
Expert Syst. Appl., 2011

A clustering procedure for reducing the number of representative solutions in the Pareto Front of multiobjective optimization problems.
Eur. J. Oper. Res., 2011

2010
IEEE Reliability Society Technical Operations Annual Technical Report for 2010.
IEEE Trans. Reliab., 2010

An optimized Line Sampling method for the estimation of the failure probability of nuclear passive systems.
Reliab. Eng. Syst. Saf., 2010

Randomized flow model and centrality measure for electrical power transmission network analysis.
Reliab. Eng. Syst. Saf., 2010

Safety margins confidence estimation for a passive residual heat removal system.
Reliab. Eng. Syst. Saf., 2010

A data-driven fuzzy approach for predicting the remaining useful life in dynamic failure scenarios of a nuclear system.
Reliab. Eng. Syst. Saf., 2010

Dynamic safety assessment: Scenario identification via a possibilistic clustering approach.
Reliab. Eng. Syst. Saf., 2010

Comparison of bootstrapped artificial neural networks and quadratic response surfaces for the estimation of the functional failure probability of a thermal-hydraulic passive system.
Reliab. Eng. Syst. Saf., 2010

Optimal expansion of an existing electrical power transmission network by multi-objective genetic algorithms.
Reliab. Eng. Syst. Saf., 2010

Monte Carlo-based assessment of the safety performance of a radioactive waste repository.
Reliab. Eng. Syst. Saf., 2010

2009
Parameter Identification in Degradation Modeling by Reversible-Jump Markov Chain Monte Carlo.
IEEE Trans. Reliab., 2009

Maintenance modelling and applications.
Reliab. Eng. Syst. Saf., 2009

Functional failure analysis of a thermal-hydraulic passive system by means of Line Sampling.
Reliab. Eng. Syst. Saf., 2009

Building confidence in the reliability assessment of thermal-hydraulic passive systems.
Reliab. Eng. Syst. Saf., 2009

A neuro-fuzzy technique for fault diagnosis and its application to rotating machinery.
Reliab. Eng. Syst. Saf., 2009

Optimal power system generation scheduling by multi-objective genetic algorithms with preferences.
Reliab. Eng. Syst. Saf., 2009

Reliability engineering: Old problems and new challenges.
Reliab. Eng. Syst. Saf., 2009

Monte Carlo simulation for model-based fault diagnosis in dynamic systems.
Reliab. Eng. Syst. Saf., 2009

The role of network theory and object-oriented modeling within a framework for the vulnerability analysis of critical infrastructures.
Reliab. Eng. Syst. Saf., 2009

Model-based Monte Carlo state estimation for condition-based component replacement.
Reliab. Eng. Syst. Saf., 2009

Application of a niched Pareto genetic algorithm for selecting features for nuclear transients classification.
Int. J. Intell. Syst., 2009

Neural Networks Simulation of the Transport of Contaminants in Groundwater.
Int. J. Comput. Intell. Syst., 2009

A fuzzy set-based approach for modeling dependence among human errors.
Fuzzy Sets Syst., 2009

Two techniques of sensitivity and uncertainty analysis of fuzzy expert systems.
Expert Syst. Appl., 2009

2008
Safety and reliability for managing risk.
Reliab. Eng. Syst. Saf., 2008

Designing a risk-informed balanced system by genetic algorithms: Comparison of different balancing criteria.
Reliab. Eng. Syst. Saf., 2008

A systematic procedure for analysing network systems.
Int. J. Crit. Infrastructures, 2008

Security assessment in complex networks exposed to terrorist hazard: a simulation approach.
Int. J. Crit. Infrastructures, 2008

From Fuzzy Clustering to a Fuzzy Rule-Based Fault Classification Model.
Int. J. Comput. Intell. Syst., 2008

Feature-based classifier ensembles for diagnosing multiple faults in rotating machinery.
Appl. Soft Comput., 2008

Using Centrality Measures to Rank the Importance of the Components of a Complex Network Infrastructure.
Proceedings of the Critical Information Infrastructure Security, 2008

2007
Cellular Automata and Monte Carlo Simulation for Network Reliability and Availability Assessment.
Proceedings of the Intelligence in Reliability Engineering: New Metaheuristics, 2007

Genetic Algorithms and Monte Carlo Simulation for the Optimization of System Design and Operation.
Proceedings of the Computational Intelligence in Reliability Engineering: Evolutionary Techniques in Reliability Analysis and Optimization, 2007

Importance measures and genetic algorithms for designing a risk-informed optimally balanced system.
Reliab. Eng. Syst. Saf., 2007

Importance measures-based prioritization for improving the performance of multi-state systems: application to the railway industry.
Reliab. Eng. Syst. Saf., 2007

A Monte Carlo simulation approach to the availability assessment of multi-state systems with operational dependencies.
Reliab. Eng. Syst. Saf., 2007

A support vector machine integrated system for the classification of operation anomalies in nuclear components and systems.
Reliab. Eng. Syst. Saf., 2007

From complexity science to reliability efficiency: a new way of looking at complex network systems and critical infrastructures.
Int. J. Crit. Infrastructures, 2007

Recognizing signal trends on-line by a fuzzy-logic-based methodology optimized via genetic algorithms.
Eng. Appl. Artif. Intell., 2007

2006
A combination of Monte Carlo simulation and cellular automata for computing the availability of complex network systems.
Reliab. Eng. Syst. Saf., 2006

Accounting for components interactions in the differential importance measure.
Reliab. Eng. Syst. Saf., 2006

Risk-informed optimisation of railway tracks inspection and maintenance procedures.
Reliab. Eng. Syst. Saf., 2006

Basics of genetic algorithms optimization for RAMS applications.
Reliab. Eng. Syst. Saf., 2006

2005
Optimal design of reliable network systems in presence of uncertainty.
IEEE Trans. Reliab., 2005

Solving advanced network reliability problems by means of cellular automata and Monte Carlo sampling.
Reliab. Eng. Syst. Saf., 2005

First-order differential sensitivity analysis of a nuclear safety system by Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2005

Multiobjective spare part allocation by means of genetic algorithms and Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2005

2004
Optimal reliability/availability of uncertain systems via multi-objective genetic algorithms.
IEEE Trans. Reliab., 2004

Estimation of the importance measures of multi-state elements by Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2004

A multiobjective genetic algorithm approach to the optimization of the technical specifications of a nuclear safety system.
Reliab. Eng. Syst. Saf., 2004

Monte Carlo estimation of the differential importance measure: application to the protection system of a nuclear reactor.
Reliab. Eng. Syst. Saf., 2004

Dagger-sampling variance reduction in Monte Carlo reliability analysis.
Monte Carlo Methods Appl., 2004

System availability and reliability analysis by direct Monte Carlo with biasing.
Monte Carlo Methods Appl., 2004

A Nuclear Measurement Technique of Water Penetration in Concrete Barriers.
Monte Carlo Methods Appl., 2004

2003
Monte Carlo simulation analysis of the effects of different system performance levels on the importance of multi-state components.
Reliab. Eng. Syst. Saf., 2003

Designing optimal degradation tests via multi-objective genetic algorithms.
Reliab. Eng. Syst. Saf., 2003

Variance decomposition-based sensitivity analysis via neural networks.
Reliab. Eng. Syst. Saf., 2003

Generalised importance measures for multi-state elements based on performance level restrictions.
Reliab. Eng. Syst. Saf., 2003

Monte Carlo simulation of contaminant release from a radioactive waste deposit.
Math. Comput. Simul., 2003

2002
Selected papers from ESREL 2001.
Reliab. Eng. Syst. Saf., 2002

Condition-based maintenance optimization by means of genetic algorithms and Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2002

Biased Monte Carlo unavailability analysis for systems with time-dependent failure rates.
Reliab. Eng. Syst. Saf., 2002

Procedures of Monte Carlo transport simulation for applications in system engineering.
Reliab. Eng. Syst. Saf., 2002

Simulation modelling of repairable multi-component deteriorating systems for 'on condition' maintenance optimisation.
Reliab. Eng. Syst. Saf., 2002

2001
Multiobjective optimization by genetic algorithms: application to safety systems.
Reliab. Eng. Syst. Saf., 2001

2000
Optimizing maintenance and repair policies via a combination of genetic algorithms and Monte Carlo simulation.
Reliab. Eng. Syst. Saf., 2000

Genetic algorithms and Monte Carlo simulation for optimal plant design.
Reliab. Eng. Syst. Saf., 2000

A Monte Carlo methodological approach to plant availability modeling with maintenance, aging and obsolescence.
Reliab. Eng. Syst. Saf., 2000

1998
Weight updating in forced Monte Carlo approach to dynamic PSA.
Monte Carlo Methods Appl., 1998


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