Enrico Zio
Orcid: 0000-0002-7108-637XAffiliations:
- 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 417 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
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
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
IEEE Trans. Instrum. Meas., 2024
GMM-BinSeg: A Data Segmentation Method for CFRP/Aluminum Stacks Drilling- Countersinking Monitoring Signal.
IEEE Trans. Instrum. Meas., 2024
2023
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
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
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
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
Sensors, January, 2023
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
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
CoRR, 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
Proceedings of the 7th International Conference on System Reliability and Safety, 2023
Proceedings of the 7th International Conference on System Reliability and Safety, 2023
Proceedings of the 7th International Conference on System Reliability and Safety, 2023
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
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
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
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
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
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
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
Reliab. Eng. Syst. Saf., 2020
Cost minimization of repairable systems subject to availability constraints using efficient cuckoo optimization algorithm.
Qual. Reliab. Eng. Int., 2020
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
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
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
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
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
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
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
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
Reliab. Eng. Syst. Saf., 2018
Reliab. Eng. Syst. Saf., 2018
Electrical and topological drivers of the cascading failure dynamics in power transmission networks.
Reliab. Eng. Syst. Saf., 2018
Qual. Reliab. Eng. Int., 2018
Neurocomputing, 2018
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
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
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018
Proceedings of the 5th International Conference on Dependable Systems and Their Applications, 2018
2017
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
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
Reliab. Eng. Syst. Saf., 2017
Reliab. Eng. Syst. Saf., 2017
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
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
IEEE Access, 2017
A Bayesian Optimal Design for Accelerated Degradation Testing Based on the Inverse Gaussian Process.
IEEE Access, 2017
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
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
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
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
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
IEEE Trans. Reliab., 2016
Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems.
IEEE Trans. Reliab., 2016
IEEE Trans. Reliab., 2016
IEEE Trans. Neural Networks Learn. Syst., 2016
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
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
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
Appl. Soft Comput., 2016
Proceedings of the 25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2016
2015
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
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
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
Unsupervised clustering of vibration signals for identifying anomalous conditions in a nuclear turbine.
J. Intell. Fuzzy Syst., 2015
J. Aerosp. Inf. Syst., 2015
A belief function theory based approach to combining different representation of uncertainty in prognostics.
Inf. Sci., 2015
Integr. Comput. Aided Eng., 2015
Eur. J. Oper. Res., 2015
System reliability prediction by support vector regression with analytic selection and genetic algorithm parameters selection.
Appl. Soft Comput., 2015
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
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
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
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
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
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
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
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
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
Reliab. Eng. Syst. Saf., 2012
Subset Simulation of a reliability model for radioactive waste repository performance assessment.
Reliab. Eng. Syst. Saf., 2012
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
Expert Syst. Appl., 2012
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
Proceedings of the 5th International Symposium on Communications, 2012
2011
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
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 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
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
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
Reliab. Eng. Syst. Saf., 2009
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
Reliab. Eng. Syst. Saf., 2009
Application of a niched Pareto genetic algorithm for selecting features for nuclear transients classification.
Int. J. Intell. Syst., 2009
Int. J. Comput. Intell. Syst., 2009
Fuzzy Sets Syst., 2009
Expert Syst. Appl., 2009
2008
Designing a risk-informed balanced system by genetic algorithms: Comparison of different balancing criteria.
Reliab. Eng. Syst. Saf., 2008
Int. J. Crit. Infrastructures, 2008
Security assessment in complex networks exposed to terrorist hazard: a simulation approach.
Int. J. Crit. Infrastructures, 2008
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
Reliab. Eng. Syst. Saf., 2006
Reliab. Eng. Syst. Saf., 2006
Reliab. Eng. Syst. Saf., 2006
2005
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
Monte Carlo Methods Appl., 2004
Monte Carlo Methods Appl., 2004
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
Reliab. Eng. Syst. Saf., 2003
Reliab. Eng. Syst. Saf., 2003
Generalised importance measures for multi-state elements based on performance level restrictions.
Reliab. Eng. Syst. Saf., 2003
Math. Comput. Simul., 2003
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
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
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
Monte Carlo Methods Appl., 1998