Piero Baraldi

发表

Robust nuclear signal reconstruction by a novel ensemble model aggregation procedure

Enrico Zio, Piero Baraldi, Giulio Gola, 2010 .

Uncertainty propagation methods in dioxin/furans emission estimation models

Enrico Zio, Piero Baraldi, G. Ripamonti, 2011 .

Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data

Enrico Zio, Piero Baraldi, Francesca Mangili, 2013, Reliab. Eng. Syst. Saf..

A dynamic weighting ensemble approach for wind energy production prediction

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2017, 2017 2nd International Conference on System Reliability and Safety (ICSRS).

Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0

Piero Baraldi, Michele Compare, Enrico Zio, 2020, IEEE Internet of Things Journal.

Solutions for plant-wide on-line calibration monitoring

Enrico Zio, Piero Baraldi, Giulio Gola, 2007 .

Feature Selection for Nuclear Transient Diagnostics

Enrico Zio, Piero Baraldi, Davide Roverso, 2007 .

A Markov decision process framework for optimal operation of monitored multi-state systems

Enrico Zio, Piero Baraldi, M. Compare, 2018 .

A Hybrid Ensemble-Based Approach for Process Parameter Estimation and Degradation Assessment in Offshore Oil Platforms

Enrico Zio, Piero Baraldi, Giulio Gola, 2014 .

Fault Classification in Nuclear Systems Based on Fuzzy Clustering and Logic

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2008 .

A particle filtering and kernel smoothing-based approach for new design component prognostics

Enrico Zio, Piero Baraldi, Yang Hu, 2015, Reliab. Eng. Syst. Saf..

Single and Ensemble Fault Classifiers Basedon Features Selected by Multi-Objective GeneticAlgorithms

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2008 .

A method for fault diagnosis in evolving environment using unlabeled data

Enrico Zio, Piero Baraldi, Yang Hu, 2020, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.

Transients Analysis of a Nuclear Power Plant Component for Fault Diagnosis

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2013 .

Model-based and data-driven prognostics under different available information

Enrico Zio, Piero Baraldi, Francesco Cadini, 2013 .

An ensemble approach to sensor fault detection and signal reconstruction for nuclear system control

Enrico Zio, Piero Baraldi, Francesca Mangili, 2010 .

Uncertainty representation and propagation in maintenance performance assessment

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

A fuzzy expert system for the human reliability analysis of crews in simulated nuclear emergency procedures

Enrico Zio, Piero Baraldi, M. Librizzi, 2010 .

A Never-Ending Learning Method for Fault Diagnostics in Energy Systems Operating in Evolving Environments

Piero Baraldi, Michele Compare, Enrico Zio, 2019, Energies.

Operative procedures for the methods of uncertainty propagation

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Interacting multiple-models, state augmented Particle Filtering for fault diagnostics

Enrico Zio, Piero Baraldi, Michele Compare, 2015 .

An ensemble of models for integrating dependent sources of information for the prognosis of the RUL of PEMFC

Enrico Zio, Piero Baraldi, Christophe Bérenguer, 2018 .

Condition monitoring of electrical power plant components during operational transients

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2012 .

The Fusion of Genetic Algorithms and Fuzzy Classification for Transient Identification

Enrico Zio, Piero Baraldi, 2007 .

A procedure for the reconstruction of faulty signals by means of an ensemble of regression models based on principal components analysis

Enrico Zio, Piero Baraldi, Giulio Gola, 2009 .

Uncertainty representation and propagation in the risk assessment of a process plant

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Reducing Uncertainty in PHM by Accounting for Human Factors - A Case Study in the Biopharmaceutical Industry

Piero Baraldi, Nora Balfe, Garret E. O’Donnell, 2015 .

A heterogeneous ensemble approach for the prediction of the remaining useful life of packaging industry machinery

Enrico Zio, Piero Baraldi, M. Compare, 2018 .

A modified Auto Associative Kernel Regression method for robust signal reconstruction in nuclear power plant components

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2014 .

Condition-Based Maintenance Modelling and Decision Making taking into account Uncertainties

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2013 .

Dynamic Surrogate Modeling for Multistep-ahead Prediction of Multivariate Nonlinear Chemical Processes

Enrico Zio, Piero Baraldi, Antonio Espuña, 2020, Industrial & Engineering Chemistry Research.

An hybrid ensemble based approach for process parameter estimation in offshore oil platforms

Enrico Zio, Piero Baraldi, Giulio Gola, 2011 .

Availability and Maintainability

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

Supporting Maintenance Decision with Empirical Models Based on Fleet-Wide Data

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2015 .

Online Performance Assessment Method for a Model-Based Prognostic Approach

Enrico Zio, Piero Baraldi, Yang Hu, 2016, IEEE Transactions on Reliability.

Partially observable Markov decision processes for optimal operations of gas transmission networks

Enrico Zio, Piero Baraldi, Michele Compare, 2020, Reliab. Eng. Syst. Saf..

A practical analysis of the degradation of a nuclear component with field data

Enrico Zio, Piero Baraldi, Michele Compare, 2013 .

Uncertainty representation and propagation in event tree analysis

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Fatigue Crack Growth Prognostics by Particle Filtering and Ensemble Neural Networks

Enrico Zio, Piero Baraldi, Michele Compare, 2012 .

An Ensemble of Component-Based and Population-Based Self-Organizing Maps for the Identification of the Degradation State of Insulated-Gate Bipolar Transistors

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2018, IEEE Transactions on Reliability.

An hybrid Monte Carlo and Fuzzy Logic method for maintenance modelling

Enrico Zio, Piero Baraldi, Michele Compare, 2010 .

A Novel Method for Sensor Data Validation based on the analysis of Wavelet Transform Scalograms

Enrico Zio, Piero Baraldi, Francesco Cannarile, 2020, International Journal of Prognostics and Health Management.

Reconstruction of Faulty Signals by an Ensemble of Principal Component Analysis Models Optimized by a Multi-Objective Genetic Algorithm

Enrico Zio, Piero Baraldi, Giulio Gola, 2008 .

Signal reconstruction by a GA-optimized ensemble of PCA models

Enrico Zio, Piero Baraldi, Giulio Gola, 2011 .

An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories

Enrico Zio, Piero Baraldi, Francesco Cannarile, 2019, Fuzzy Sets Syst..

Techniques for Verification of Expert Models for Dependence Assessment in Human Reliability Analysis

Luca Podofillini, Enrico Zio, Piero Baraldi, 2008 .

Uncertainty treatment in expert information systems for maintenance policy assessment

Enrico Zio, Piero Baraldi, Michele Compare, 2014, Appl. Soft Comput..

A Procedure for Practical Prognostics and Health Monitoring of Fully Electric Vehicles for Enhanced Safety and Reliability

Enrico Zio, Piero Baraldi, Alastair R. Ruddle, 2014 .

A hybrid Monte Carlo and possibilistic approach to estimate non-suppression probability in fire probabilistic safety analysis

Enrico Zio, Piero Baraldi, Wei Wang, 2017, 2017 2nd International Conference on System Reliability and Safety (ICSRS).

A switching ensemble approach for remaining useful life estimation of electrolytic capacitors

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2016 .

Ensemble Clustering for Fault Diagnosis in Industrial Plants

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2015 .

On imprecision in relation to uncertainty importance measures

Enrico Zio, Piero Baraldi, Terje Aven, 2011 .

Modelling the effects of maintenance on the degradation of a water-feeding turbo-pump of a nuclear power plant

Enrico Zio, Piero Baraldi, M. Compare, 2011 .

A review of Decision Tree models for assessing Human Reliability Analysis dependence

Luca Podofillini, Enrico Zio, Piero Baraldi, 2009 .

Industrial equipment reliability estimation: A Bayesian Weibull regression model with covariate selection

Piero Baraldi, Enrico Zio, Michele Compare, 2020, Reliab. Eng. Syst. Saf..

A novel method for maintenance record clustering and its application to a case study of maintenance optimization

Enrico Zio, Piero Baraldi, Zhe Yang, 2020, Reliab. Eng. Syst. Saf..

Reliability of Simple Systems

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

Homogeneous Continuous-Time, Finite-State Hidden Semi-Markov Modeling for Enhancing Empirical Classification System Diagnostics of Industrial Components

Enrico Zio, Piero Baraldi, Michele Compare, 2018 .

Fuzzy Decision Trees as Intelligent Decision Support Systems for Fault Diagnosis

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2008 .

Methods of Uncertainty Analysis in Prognostics

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2010 .

A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments

Enrico Zio, Piero Baraldi, Zhe Yang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

A fuzzy set-based approach for modeling dependence among human errors

Luca Podofillini, Enrico Zio, Piero Baraldi, 2009, Fuzzy Sets Syst..

Development of a Visual Interface for the Assessment of the Common Performance Conditions in Human Reliability Analysis

Piero Baraldi, M. Konstandinidou, A. Sogaro, 2010 .

Assessment of the availability of an offshore installation by Monte Carlo simulation

Enrico Zio, Piero Baraldi, Edoardo Patelli, 2006 .

Ensemble of Neural Networks for Detection and Classification of Faults in Nuclear Power Systems

Enrico Zio, Piero Baraldi, Roozbeh Razavi-Far, 2012 .

Fault Detection in Nuclear Power Plants Components by a Combination of Statistical Methods

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2013, IEEE Transactions on Reliability.

Uncertainty propagation in a model for the estimation of the ground level concentration of dioxin/furans emitted from a waste gasification plant

Enrico Zio, Piero Baraldi, G. Lonati, 2013, Reliab. Eng. Syst. Saf..

Reliability and Risk Analysis

Enrico Zio, Piero Baraldi, Francesco Cadini, 2011, Series on Quality, Reliability and Engineering Statistics.

Bagged Ensemble of Fuzzy C Means Classifiers for Nuclear Transient Identification

Enrico Zio, Piero Baraldi, Enrico Zio, 2011 .

Genetic algorithms for signal grouping in sensor validation: A comparison of the filter and wrapper approaches

Enrico Zio, Piero Baraldi, Giulio Gola, 2008 .

A Novel approach to Model the Degradation of components in electrical production plants

Enrico Zio, Piero Baraldi, M. Compare, 2009 .

Unsupervised Ensemble Clustering for Transients Classification in a Nuclear Power Plant Turbine

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2015 .

Clustering for unsupervised fault diagnosis in nuclear turbine shut-down transients

Enrico Zio, Piero Baraldi, Enrico Zio, 2015 .

Event Tree Analysis

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

A Fuzzy Logic Model for Taking Into Account Tasks Dependencies in Human Reliability Analysis

Luca Podofillini, Enrico Zio, Piero Baraldi, 2007 .

From Fuzzy Clustering to a Fuzzy Rule-Based Fault Classification Model

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2008, Int. J. Comput. Intell. Syst..

A Fuzzy Decision Tree for Fault Classification

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2008, Risk analysis : an official publication of the Society for Risk Analysis.

Comparison of different methods of aggregation of model ensemble outcomes in the validation and reconstruction of real power plant signals

Enrico Zio, Piero Baraldi, Giulio Gola, 2010 .

Local Fusion of an Ensemble of Models for the Reconstruction of Faulty Signals

Piero Baraldi, Francesca Mangili, Antonio Cammi, 2010, IEEE Transactions on Nuclear Science.

Uncertainty representation and propagation in structural reliability analysis

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Basics of reliability and risk analysis : worked out problems and solutions

Enrico Zio, Piero Baraldi, Francesco Cadini, 2011 .

Genetic algorithm-based wrapper approach for grouping condition monitoring signals of nuclear power plant components

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2011, Integr. Comput. Aided Eng..

Handling epistemic uncertainties in fault tree analysis by probabilistic and possibilistic approaches

Enrico Zio, Piero Baraldi, Terje Aven, 2009 .

Prognostics under Different Available Information

Enrico Zio, Piero Baraldi, Francesca Mangili, 2013 .

A randomized model ensemble approach for reconstructing signals from faulty sensors

Enrico Zio, Piero Baraldi, Giulio Gola, 2011, Expert Syst. Appl..

Identification of Contradictory Patterns in Experimental Datasets for the Development of Models for Electrical Cables Diagnostics

Enrico Zio, Piero Baraldi, M. Compare, 2011 .

Assessment of the Performance of a Fully Electric Vehicle Subsystem in Presence of a Prognostic and Health Monitoring System

Enrico Zio, Piero Baraldi, Marco Rigamonti, 2013 .

Fault Tree Analysis

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

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

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2016, Microelectron. Reliab..

A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2018, Appl. Soft Comput..

Feature-based classifier ensembles for diagnosing multiple faults in rotating machinery

Enrico Zio, Piero Baraldi, Giulio Gola, 2008, Appl. Soft Comput..

Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory

Enrico Zio, Piero Baraldi, Francesca Mangili, 2017, Expert Syst. Appl..

Analysis of the Results of Accelerated Aging Tests in Insulated Gate Bipolar Transistors

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2016, IEEE Transactions on Power Electronics.

Probabilistic approaches for treating uncertainty

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Early Fault Detection by Fuzzy Logic

Enrico Zio, Piero Baraldi, M. Marseguerra, 2002 .

Sensitivity Analysis of Scale Deposition on Equipment of Oil Wells Plants

Enrico Zio, Piero Baraldi, Enrique López Droguett, 2012 .

Uncertainty analysis in degradation modeling for maintenance policy assessment

Enrico Zio, Piero Baraldi, M. Compare, 2013 .

A Self-Organizing Map-Based Monitoring System for Insulated Gate Bipolar Transistors Operating in Fully Electric Vehicle

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2015 .

A semi-supervised feature selection approach for fault diagnostics in evolving environments

Enrico Zio, Piero Baraldi, Yang Hu, 2016 .

Elastic net multinomial logistic regression for fault diagnostics of on-board aeronautical systems

Enrico Zio, Piero Baraldi, M. Compare, 2019, Aerospace Science and Technology.

A method for on-line evaluating the accuracy of a particle filter-based prognostic approach

Enrico Zio, Piero Baraldi, Yang Hu, 2015 .

Signal Grouping for Condition Monitoring of Nuclear Power Plant Components

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2010 .

A belief function theory based approach to combining different representation of uncertainty in prognostics

Enrico Zio, Piero Baraldi, Francesca Mangili, 2015, Inf. Sci..

Ensemble of bootstrapped models for the prediction of the remaining useful life of a creeping turbine blade

Piero Baraldi, E. Zio, F. Mangili, 2012, 2012 IEEE Conference on Prognostics and Health Management.

A Compacted Object Sample Extraction (COMPOSE)-based method for fault diagnostics in evolving environment

Enrico Zio, Piero Baraldi, Yang Hu, 2015, 2015 Prognostics and System Health Management Conference (PHM).

Optimizing a Fuzzy Fault Classification Tree by a Single-Objective Genetic Algorithm

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2007 .

Uncertainty in Risk Assessment: The Representation and Treatment of Uncertainties by Probabilistic and Non-Probabilistic Methods

Enrico Zio, Piero Baraldi, Terje Aven, 2013 .

Addendum: Termite, M.R. et al. A Never-Ending Learning Method for Fault Diagnostics in Energy Systems Operating in Evolving Environments. Energies 2019, 12 , 4802

Enrico Zio, Piero Baraldi, Maria Rosaria Termite, 2020 .

A Monte Carlo simulation approach to the production availability evaluation of an offshore installation with operational loops

Enrico Zio, Piero Baraldi, Edoardo Patelli, 2005 .

Ensemble of optimized echo state networks for remaining useful life prediction

Enrico Zio, Piero Baraldi, Kai Goebel, 2017, Neurocomputing.

A data-driven framework for identifying important components in complex systems

Enrico Zio, Piero Baraldi, Xuefei Lu, 2020, Reliab. Eng. Syst. Saf..

Differential Evolution for Optimal Grouping of Condition Monitoring Signals of Nuclear Components

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2011 .

Unsupervised clustering of vibration signals for identifying anomalous conditions in a nuclear turbine

Enrico Zio, Piero Baraldi, Redouane Seraoui, 2015, J. Intell. Fuzzy Syst..

Comparison of Data-Driven Reconstruction Methods For Fault Detection

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2015, IEEE Transactions on Reliability.

Large scale nuclear sensor monitoring and diagnostics by means of an ensemble of regression models based on Evolving Clustering Methods

Enrico Zio, Piero Baraldi, Giulio Gola, 2010 .

An unsupervised clustering method for assessing the degradation state of cutting tools used in the packaging industry

Enrico Zio, Piero Baraldi, Michele Compare, 2017 .

Confidence in signal reconstruction by the Evolving Clustering Method

Wei Zhao, Enrico Zio, Piero Baraldi, 2011, 2011 Prognostics and System Health Managment Confernece.

Optimal power system generation scheduling by multi-objective genetic algorithms with preferences

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2009, Reliab. Eng. Syst. Saf..

Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions

Enrico Zio, Piero Baraldi, Roozbeh Razavi-Far, 2011, Reliab. Eng. Syst. Saf..

A FUZZY LOGIC MODEL FOR THE ASSESSMENT OF CREW PERFORMANCE IN SIMULATED SCENARIOS

Enrico Zio, Piero Baraldi, M. Librizzi, 2008 .

A Study of Local Aggregation of an Ensemble of Models for RUL Prediction

Enrico Zio, Piero Baraldi, Christophe Bérenguer, 2017 .

An Unsupervised Method for the Reconstruction of Maintenance Intervention Times

Piero Baraldi, Enrico Zio, Ahmed Shokry, 2019 .

Fuzzy Approach to the Identification of Transients in the Steam Generator of a Nuclear Power Plant

Enrico Zio, Piero Baraldi, M. Marseguerra, 2002 .

A framework for the Monte Carlo simulation of degradation and failure processes in the assessment of maintenance programs performance

Enrico Zio, Piero Baraldi, Valérie Zille, 2009 .

Hybrid Probabilistic–Possibilistic Treatment of Uncertainty in Building Energy Models: A Case Study of Sizing Peak Cooling Loads

Piero Baraldi, Enrico Zio, Francesco Di Maio, 2018 .

A smart framework for the availability and reliability assessment and management of accelerators technical facilities

Enrico Zio, Piero Baraldi, Luigi Serio, 2018, Journal of Physics: Conference Series.

A prognostics approach to nuclear component degradation modeling based on Gaussian Process Regression

Enrico Zio, Piero Baraldi, Enrico Zio, 2015 .

Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2020, Eng. Appl. Artif. Intell..

Possibility theory for treating uncertainty

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Feature Selection for Transients Classification by a Niched Pareto Genetic Algorithm

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2006 .

Estimation of Reliability Parameters from Experimental Data

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

Data-Driven Identification of Critical Components in Complex Technical Infrastructures Using Bayesian Additive Regression Trees

Enrico Zio, Piero Baraldi, Xuefei Lu, 2019 .

Ensemble of Kernel Regression Models for Assessing the Health State of Choke Valves in Offshore Oil Platforms

Enrico Zio, Piero Baraldi, Giulio Gola, 2014, Int. J. Comput. Intell. Syst..

Assessment of the improvement achieved in RAMS by a FEV embedding a powertrain PHMS

Enrico Zio, Piero Baraldi, Maurizio Rigamonti, 2015 .

Extracting Fault Classification Rules from Fuzzy Clustering

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2007 .

Genetic Algorithms for Grouping of Signals for System Monitoring and Diagnostics

Enrico Zio, Piero Baraldi, Giulio Gola, 2007 .

Differential evolution-based multi-objective optimization for the definition of a health indicator for fault diagnostics and prognostics

Piero Baraldi, Enrico Zio, G. Bonfanti, 2018 .

Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application

Luca Podofillini, Enrico Zio, Piero Baraldi, 2015, Reliab. Eng. Syst. Saf..

Bagged Ensemble of FCM Classifiers for Nuclear Transient Identification

Enrico Zio, Piero Baraldi, R. Razavi Far, 2011 .

Maintenance policy performance assessment in presence of imprecision based on Dempster-Shafer Theory of Evidence

Enrico Zio, Piero Baraldi, Michele Compare, 2013, Inf. Sci..

Enrico Zio, Piero Baraldi, F. Di Maio, 2013 .

Ensemble neural network-based particle filtering for prognostics

Enrico Zio, Piero Baraldi, Michele Compare, 2013 .

Ensemble feature selection for diagnosing faults in rotating machinery

Enrico Zio, Piero Baraldi, Giulio Gola, 2007 .

Imprecise probabilities for treating uncertainty

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Fatigue crack growth prognostics by Particle Filtering application and Ensemble of Neural Network

Enrico Zio, Piero Baraldi, M. Compare, 2012 .

Remaining useful life estimation in heterogeneous fleets working under variable operating conditions

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2016, Reliab. Eng. Syst. Saf..

A Bayesian Network Model for Dependence Assessment in Human Reliability Analysis

Luca Podofillini, Enrico Zio, Piero Baraldi, 2009 .

Flaring Events Prediction and Prevention through Advanced Big Data Analytics and Machine Learning Algorithms

Piero Baraldi, Luca Cadei, Marco Montini, 2019 .

A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics

Enrico Zio, Piero Baraldi, Francesca Mangili, 2012, IEEE Transactions on Reliability.

Methods of uncertainty propagation

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

Component Ranking by Birnbaum Importance in Presence of Epistemic Uncertainty in Failure Event Probabilities

Enrico Zio, Piero Baraldi, Michele Compare, 2013, IEEE Transactions on Reliability.

Basics of Probability Theory for Applications to Reliability and Risk Analysis

Enrico Zio, Piero Baraldi, Francesco Cadini, 2007 .

A Framework for the Monte Carlo simulation of degradation and failure processes in the assessment of maintenance programs performance

Enrico Zio, Piero Baraldi, Valérie Zille, 2009 .

A FUZZY CLUSTERING ALGORITHM FOR THE CLASSIFICATION OF NON-LINEAR FUNCTIONAL BEHAVIORS IN NUCLEAR REPROCESSING PLANTS

Enrico Zio, Piero Baraldi, Francesco Cadini, 2008 .

A novel fault detection system taking into account uncertainties in the reconstructed signals

Enrico Zio, Piero Baraldi, Enrico Zio, 2014 .

Resistance-based probabilistic design by order statistics for an oil and gas deep-water well casing string affected by wear during kick load

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2016 .

A comparison between extreme learning machine and artificial neural network for remaining useful life prediction

Enrico Zio, Piero Baraldi, Zhe Yang, 2016, 2016 Prognostics and System Health Management Conference (PHM-Chengdu).

Electrical cables diagnostics using an experimental dataset of Partial Discharge measurements containing contradictory patterns

Enrico Zio, Piero Baraldi, G. Rizzi, 2010 .

A Systematic Semi-Supervised Self-adaptable Fault Diagnostics approach in an evolving environment

Enrico Zio, Piero Baraldi, Yang Hu, 2017 .

Diagnosing faults in nuclear components by an ensemble of feature-diverse fuzzy classifiers

Enrico Zio, Piero Baraldi, Giulio Gola, 2007 .

Automatic Extraction of a Health Indicator from Vibrational Data by Sparse Autoencoders

Enrico Zio, Piero Baraldi, Zhe Yang, 2018, 2018 3rd International Conference on System Reliability and Safety (ICSRS).

A new modeling framework of component degradation

Enrico Zio, Piero Baraldi, M. Compare, 2011 .

Association rules extraction for the identification of functional dependencies in complex technical infrastructures

Enrico Zio, Piero Baraldi, Enrico Zio, 2020, Reliab. Eng. Syst. Saf..

Modeling of degradation mechanisms in electrical components taking into account their actual living conditions

Piero Baraldi, Michele Compare, Enrico Zio, 2009, 2009 8th International Conference on Reliability, Maintainability and Safety.

Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2016, Eng. Appl. Artif. Intell..

Unsupervised Clustering for Fault Diagnosis in Nuclear Power Plant Components

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2013, Int. J. Comput. Intell. Syst..

A Novel Ensemble Clustering for Operational Transients Classification with Application to a Nuclear Power Plant Turbine

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2015 .

An extended classifiability index for feature selection in nuclear transients

Enrico Zio, Piero Baraldi, Davide Roverso, 2005 .

Two novel procedures for aggregating randomized model ensemble outcomes for robust signal reconstruction in nuclear power plants monitoring systems

Enrico Zio, Piero Baraldi, Giulio Gola, 2011 .

Development of a Bayesian multi-state degradation model for up-to-date reliability estimations of working industrial components

Enrico Zio, Piero Baraldi, Michele Compare, 2017, Reliab. Eng. Syst. Saf..

Data-Driven Extraction of Association Rules of Dependent Abnormal Behaviour Groups

Piero Baraldi, Enrico Zio, Luigi Serio, 2019, Proceedings of the 29th European Safety and Reliability Conference (ESREL).

Particle Filter-Based Prognostics for an Electrolytic Capacitor Working in Variable Operating Conditions

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2016, IEEE Transactions on Power Electronics.

Monte Carlo and fuzzy interval propagation of hybrid uncertainties on a risk model

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2011 .

A semi-supervised method for the characterization of degradation of nuclear power plants steam generators

Enrico Zio, Piero Baraldi, Enrico Zio, 2021, Progress in Nuclear Energy.

Two techniques of sensitivity and uncertainty analysis of fuzzy expert systems

Luca Podofillini, Enrico Zio, Piero Baraldi, 2009, Expert Syst. Appl..

Fuzzy Logic: a Modelling Tool for Transient Diagnostics

Enrico Zio, Piero Baraldi, M. Marseguerra, 2003 .

Fault Prognostics in Presence of Event-Based Measurements

Piero Baraldi, Sameer Al-Dahidi, Enrico Zio, 2019 .

Availability assessment of oil and gas processing plants operating under dynamic Arctic weather conditions

Enrico Zio, Piero Baraldi, Masoud Naseri, 2016, Reliab. Eng. Syst. Saf..

A locally adaptive ensemble approach for data-driven prognostics of heterogeneous fleets

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2017 .

Identification of Transients in Nuclear Systems by a Supervised Evolutionary Possibilistic Clustering Algorithm

Enrico Zio, Piero Baraldi, D. Mercurio, 2006 .

Uncertainty Representation and Propagation in the Prediction of Structural Response: A Comparison of Different Approaches

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2008 .

Assessment of the improvement in the safety and reliability of a Fully Electric Vehicle achieved by embedding an Electrical Powertrain Prognostic and Health Monitoring System

Enrico Zio, Piero Baraldi, Maurizio Rigamonti, 2014 .

Nuclear engineering A modified Auto Associative Kernel Regression method for robust signal reconstruction in Nuclear Power Plant components

Piero Baraldi, F. Di Maio, P. Turati E. Zio, 2014 .

Application of a niched Pareto genetic algorithm for selecting features for nuclear transients classification

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2009, Int. J. Intell. Syst..

A Comparison Between Probabilistic and Dempster‐Shafer Theory Approaches to Model Uncertainty Analysis in the Performance Assessment of Radioactive Waste Repositories

Enrico Zio, Piero Baraldi, E. Zio, 2010, Risk analysis : an official publication of the Society for Risk Analysis.

Reconstruction of missing data in multidimensional time series by fuzzy similarity

Enrico Zio, Piero Baraldi, Francesco Di Maio, 2015, Appl. Soft Comput..

Uncertainty in Risk Assessment

Enrico Zio, Piero Baraldi, Terje Aven, 2014 .

A Belief Function Theory Method for Prognostics in Clogging Filters

Enrico Zio, Piero Baraldi, Francesca Mangili, 2013 .

A multi-branch deep neural network model for failure prognostics based on multimodal data

Enrico Zio, Piero Baraldi, Zhe Yang, 2021 .

A Natural Language Processing method for the identification of the factors influencing road accident severity

Enrico Zio, Piero Baraldi, Francesco Amigoni, 2021 .

Natural Language Processing and Bayesian Networks for the Analysis of Process Safety Events

Piero Baraldi, Dario Valcamonico, Enrico Zio, 2021, 2021 5th International Conference on System Reliability and Safety (ICSRS).

Bootstrapped Ensemble of Artificial Neural Networks Technique for Quantifying Uncertainty in Prediction of Wind Energy Production

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2021, Sustainability.

Ensemble empirical mode decomposition and long short-term memory neural network for multi-step predictions of time series signals in nuclear power plants

Enrico Zio, Piero Baraldi, Hoang-Phuong Nguyen, 2021 .

A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty

Enrico Zio, Piero Baraldi, Eric Moulines, 2021, Chemical Engineering Journal.

A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data

Enrico Zio, Piero Baraldi, Luigi Serio, 2021, Expert Syst. Appl..

Damage Detection in Truss Structures Supporting Pipelines and Auxiliary Equipment in Power Plants

Piero Baraldi, Antonio Palermo, Alessandro Marzani, 2021, 2021 5th International Conference on System Reliability and Safety (ICSRS).

A Fuzzy Logic–Based Model for the Classification of Faults in the Pump Seals of the Primary Heat Transport System of a CANDU 6 Reactor

Enrico Zio, Piero Baraldi, Irina Crenguta Popescu, 2006 .

A Particle Filtering-Based Approach for the Prediction of the Remaining Useful Life of an Aluminum Electrolytic Capacitor

Enrico Zio, Piero Baraldi, Ainhoa Galarza, 2014 .

Quantification of Signal Reconstruction Uncertainty in Fault Detection Systems

Enrico Zio, Piero Baraldi, Sameer Al-Dahidi, 2014 .

An imprecision importance measure for uncertainty representations interpreted as lower and upper probabilities, with special emphasis on possibility theory

Enrico Zio, Piero Baraldi, Terje Aven, 2012 .

Monte Carlo and fuzzy interval propagation of hybrid uncertainties on a risk model for the design of a flood protection dike

Enrico Zio, Piero Baraldi, Nicola Pedroni, 2012 .

A fuzzy modeling approach to the identification of transients in nuclear components

Enrico Zio, Piero Baraldi, Marzio Marseguerra, 2004 .

Possibility-probability transformation in comparing different approaches to the treatment of epistemic uncertainties in a fault tree analysis

Enrico Zio, Piero Baraldi, Terje Aven, 2010 .

Importance measures in presence of uncertainties

Enrico Zio, Piero Baraldi, Michele Compare, 2008 .

A fuzzy decision tree method for fault classification in the steam generator of a pressurized water reactor

Enrico Zio, Piero Baraldi, E. Zio, 2009 .

Evolutionary fuzzy clustering for the Classification of transients in nuclear components

Enrico Zio, Piero Baraldi, 2005 .

Assessment of the availability of an o shore installation by Monte Carlo simulation

Enrico Zio, Piero Baraldi, Edoardo Patelli, 2005 .

A method for ranking components importance in presence of epistemic uncertainties

Enrico Zio, Piero Baraldi, Michele Compare, 2009 .

Fuzzy logic for signal prediction in nuclear systems

Enrico Zio, Piero Baraldi, M. Marseguerra, 2003 .

Fault Diagnostics in an Evolving Environment by COMPacted Object Sample Extraction ( COMPOSE ) algorithm

Enrico Zio, Piero Baraldi, Yang Hu, 2015 .

Towards Developing a Novel Framework for Practical PHM: a Sequential Decision Problem solved by Reinforcement Learning and Artificial Neural Networks

Enrico Zio, Piero Baraldi, Michele Compare, 2020 .