Piero Baraldi

70 papers Journal 60Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel two-stage heterogeneous transfer learning framework for the estimation of the remaining useful life of industrial components.
Reliab. Eng. Syst. Saf.
Bingsen Wang, Piero Baraldi, Ahmed Shokry, Enrico Zio
2026 J jnl
Gradient-enhanced physics-informed long short-term memory networks for stable and accurate prediction of the RUL of electronic components.
Reliab. Eng. Syst. Saf.
Chenyang Lai, Piero Baraldi, Enrico Zio
2025 J jnl
A data-driven modelling framework for predicting the quality of semiconductor devices to support burn-in decisions.
Comput. Ind. Eng.
Ibrahim Ahmed, Piero Baraldi, Enrico Zio, Horst Lewitschnig
2025 J jnl
A systematic procedure for the analysis of maintenance reports based on a taxonomy and BERT attention mechanism.
Reliab. Eng. Syst. Saf.
Dario Valcamonico, Piero Baraldi, July Bias Macedo, Márcio das Chagas Moura, Jonathan Brown, Stéphane Gauthier, Enrico Zio
2025 J jnl
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures.
CoRR
Giovanni Floreale, Piero Baraldi, Enrico Zio, Olga Fink
2025 J jnl
Automated processing of eXplainable Artificial Intelligence outputs in deep learning models for fault diagnostics of large infrastructures.
Eng. Appl. Artif. Intell.
Giovanni Floreale, Piero Baraldi, Enrico Zio, Olga Fink
2024 J jnl
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.
Dario Valcamonico, Piero Baraldi, Enrico Zio, Luca Decarli, Anna Crivellari, Laura Larosa
2024 — conf
Deep Reinforcement Learning for Strategic Asset Management in Oil & Gas Recovery Projects.
ICSRS
Nicolás Cárdenas-Pantoja, Adam F. Abdin, Piero Baraldi, Luca Pinciroli, Enrico Zio
2024 — conf
Federated Generative Models for Predictive Maintenance in Industrial Environments.
ICSRS
Usevalad Milasheuski, Piero Baraldi, Enrico Zio, Stefano Savazzi
2024 J jnl
Sensitivity analysis by differential importance measure for unsupervised fault diagnostics.
Reliab. Eng. Syst. Saf.
Giovanni Floreale, Piero Baraldi, Xuefei Lu, Paolo Rossetti, Enrico Zio
2023 J jnl
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.
Mingjing Xu, Piero Baraldi, Zhe Yang, Enrico Zio
2023 J jnl
Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment.
IEEE Trans. Ind. Informatics
Bingsen Wang, Piero Baraldi, Enrico Zio
2023 J jnl
Maintenance optimization in industry 4.0.
Reliab. Eng. Syst. Saf.
Luca Pinciroli, Piero Baraldi, Enrico Zio
2023 — conf
Optimization Method for an Improved Training of Physics Informed Neural Networks.
ICSRS
Marzia Sepe, Enrico Zio, Piero Baraldi
2022 J jnl
A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data.
IEEE Syst. J.
Federico Antonello, Piero Baraldi, Enrico Zio, Luigi Serio
2022 J jnl
A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks.
Reliab. Eng. Syst. Saf.
Zhe Yang, Piero Baraldi, Enrico Zio
2022 — conf
Estimation of the Case Temperature of Insulated Gate Bipolar Temperatures in Induction Cooktops by Deep Neural Network.
ICSRS
Mohammad N. Juybari, Ibrahim Ahmed, Piero Baraldi, Alejandro Del Cueto, Javier Gil, Chenyang Lai, Sergio Llorente, Enrico Zio
2022 J jnl
Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors.
IEEE Trans. Intell. Transp. Syst.
Mingjing Xu, Piero Baraldi, Xuefei Lu, Enrico Zio
2021 J jnl
A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data.
Expert Syst. Appl.
Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio
2021 J jnl
Association rules extraction for the identification of functional dependencies in complex technical infrastructures.
Reliab. Eng. Syst. Saf.
Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio
2021 — conf
Damage Detection in Truss Structures Supporting Pipelines and Auxiliary Equipment in Power Plants.
ICSRS
Ali Eftekhari Milani, Piero Baraldi, Antonio Palermo, Alessandro Marzani, Enrico Zio
2021 — conf
Natural Language Processing and Bayesian Networks for the Analysis of Process Safety Events.
ICSRS
Dario Valcamonico, Piero Baraldi, Enrico Zio
2020 J jnl
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.
Piero Baraldi, Andrea Castellano, Ahmed Shokry, Ugo Gentile, Luigi Serio, Enrico Zio
2020 J jnl
A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst.
Zhe Yang, Sameer Al-Dahidi, Piero Baraldi, Enrico Zio, Lorenzo Montelatici
2020 J jnl
A data-driven framework for identifying important components in complex systems.
Reliab. Eng. Syst. Saf.
Xuefei Lu, Piero Baraldi, Enrico Zio
2020 J jnl
A novel method for maintenance record clustering and its application to a case study of maintenance optimization.
Reliab. Eng. Syst. Saf.
Zhe Yang, Piero Baraldi, Enrico Zio
2020 J jnl
Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0.
IEEE Internet Things J.
Michele Compare, Piero Baraldi, Enrico Zio
2020 J jnl
Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements.
Eng. Appl. Artif. Intell.
Mingjing Xu, Piero Baraldi, Sameer Al-Dahidi, Enrico Zio
2020 J jnl
Industrial equipment reliability estimation: A Bayesian Weibull regression model with covariate selection.
Reliab. Eng. Syst. Saf.
Michele Compare, Piero Baraldi, Ivan Bani, Enrico Zio, D. Mc Donnell
2020 J jnl
Partially observable Markov decision processes for optimal operations of gas transmission networks.
Reliab. Eng. Syst. Saf.
Michele Compare, Piero Baraldi, Paolo Marelli, Enrico Zio
2019 J jnl
An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories.
Fuzzy Sets Syst.
Francesco Cannarile, Piero Baraldi, Enrico Zio
2018 J jnl
A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis.
Appl. Soft Comput.
Sameer Al-Dahidi, Francesco Di Maio, Piero Baraldi, Enrico Zio, Redouane Seraoui
2018 J jnl
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.
Marco Rigamonti, Piero Baraldi, Allegra Alessi, Enrico Zio, Daniel Astigarraga, Ainhoa Galarza
2018 — conf
Automatic Extraction of a Health Indicator from Vibrational Data by Sparse Autoencoders.
ICSRS
Zhe Yang, Piero Baraldi, Enrico Zio
2018 J jnl
Ensemble of optimized echo state networks for remaining useful life prediction.
Neurocomputing
Marco Rigamonti, Piero Baraldi, Enrico Zio, Indranil Roychoudhury, Kai Goebel, Scott Poll
2017 — conf
A dynamic weighting ensemble approach for wind energy production prediction.
ICSRS
Sameer Al-Dahidi, Piero Baraldi, Enrico Zio, Edoardo Legnani
2017 — conf
A hybrid Monte Carlo and possibilistic approach to estimate non-suppression probability in fire probabilistic safety analysis.
ICSRS
Wei Wang, Francesco Di Maio, Piero Baraldi, Enrico Zio
2017 J jnl
Development of a Bayesian multi-state degradation model for up-to-date reliability estimations of working industrial components.
Reliab. Eng. Syst. Saf.
Michele Compare, Piero Baraldi, Ivan Bani, Enrico Zio, D. Mc Donnell
2017 J jnl
Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory.
Expert Syst. Appl.
Piero Baraldi, Francesco Di Maio, Sameer Al-Dahidi, Enrico Zio, Francesca Mangili
2016 J jnl
Availability assessment of oil and gas processing plants operating under dynamic Arctic weather conditions.
Reliab. Eng. Syst. Saf.
Masoud Naseri, Piero Baraldi, Michele Compare, Enrico Zio
2016 J jnl
Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions.
Eng. Appl. Artif. Intell.
Piero Baraldi, Francesco Cannarile, Francesco Di Maio, Enrico Zio
2016 J jnl
Identification of the degradation state for condition-based maintenance of insulated gate bipolar transistors: A self-organizing map approach.
Microelectron. Reliab.
Marco Rigamonti, Piero Baraldi, Enrico Zio, Allegra Alessi, Daniel Astigarraga, Ainhoa Galarza
2016 J jnl
Online Performance Assessment Method for a Model-Based Prognostic Approach.
IEEE Trans. Reliab.
Yang Hu, Piero Baraldi, Francesco Di Maio, Enrico Zio
2016 J jnl
Remaining useful life estimation in heterogeneous fleets working under variable operating conditions.
Reliab. Eng. Syst. Saf.
Sameer Al-Dahidi, Francesco Di Maio, Piero Baraldi, Enrico Zio
2015 J jnl
A belief function theory based approach to combining different representation of uncertainty in prognostics.
Inf. Sci.
Piero Baraldi, Francesca Mangili, Enrico Zio
2015 J jnl
A particle filtering and kernel smoothing-based approach for new design component prognostics.
Reliab. Eng. Syst. Saf.
Yang Hu, Piero Baraldi, Francesco Di Maio, Enrico Zio
2015 J jnl
Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application.
Reliab. Eng. Syst. Saf.
Piero Baraldi, Luca Podofillini, Lusine Mkrtchyan, Enrico Zio, Vinh N. Dang
2015 J jnl
Comparison of Data-Driven Reconstruction Methods For Fault Detection.
IEEE Trans. Reliab.
Piero Baraldi, Francesco Di Maio, Davide Genini, Enrico Zio
2015 J jnl
Reconstruction of missing data in multidimensional time series by fuzzy similarity.
Appl. Soft Comput.
Piero Baraldi, Francesco Di Maio, Davide Genini, Enrico Zio
2015 J jnl
Unsupervised clustering of vibration signals for identifying anomalous conditions in a nuclear turbine.
J. Intell. Fuzzy Syst.
Piero Baraldi, Francesco Di Maio, Marco Rigamonti, Enrico Zio, Redouane Seraoui
2014 J jnl
Ensemble of Kernel Regression Models for Assessing the Health State of Choke Valves in Offshore Oil Platforms.
Int. J. Comput. Intell. Syst.
Piero Baraldi, Enrico Zio, Francesca Mangili, Giulio Gola, Bent H. Nystad
2014 J jnl
Uncertainty treatment in expert information systems for maintenance policy assessment.
Appl. Soft Comput.
Piero Baraldi, Michele Compare, Enrico Zio
2013 J jnl
A Modeling Framework for Maintenance Optimization of Electrical Components Based on Fuzzy Logic and Effective Age.
Qual. Reliab. Eng. Int.
Piero Baraldi, Andrea Balestrero, Michele Compare, L. Benetrix, A. Despujols, Enrico Zio
2013 J jnl
Component Ranking by Birnbaum Importance in Presence of Epistemic Uncertainty in Failure Event Probabilities.
IEEE Trans. Reliab.
Piero Baraldi, Michele Compare, Enrico Zio
2013 J jnl
Fault Detection in Nuclear Power Plants Components by a Combination of Statistical Methods.
IEEE Trans. Reliab.
Francesco Di Maio, Piero Baraldi, Enrico Zio, Redouane Seraoui
2013 J jnl
Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data.
Reliab. Eng. Syst. Saf.
Piero Baraldi, Francesca Mangili, Enrico Zio
2013 J jnl
Maintenance policy performance assessment in presence of imprecision based on Dempster-Shafer Theory of Evidence.
Inf. Sci.
Piero Baraldi, Michele Compare, Enrico Zio
2013 J jnl
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.
G. Ripamonti, G. Lonati, Piero Baraldi, Francesco Cadini, Enrico Zio
2013 J jnl
Unsupervised Clustering for Fault Diagnosis in Nuclear Power Plant Components.
Int. J. Comput. Intell. Syst.
Piero Baraldi, Francesco Di Maio, Enrico Zio
2012 J jnl
A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics.
IEEE Trans. Reliab.
Piero Baraldi, Francesca Mangili, Enrico Zio
2011 J jnl
A randomized model ensemble approach for reconstructing signals from faulty sensors.
Expert Syst. Appl.
Piero Baraldi, Giulio Gola, Enrico Zio, Davide Roverso, M. Hoffmann
2011 J jnl
Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions.
Reliab. Eng. Syst. Saf.
Piero Baraldi, Roozbeh Razavi-Far, Enrico Zio
2011 J jnl
Genetic algorithm-based wrapper approach for grouping condition monitoring signals of nuclear power plant components.
Integr. Comput. Aided Eng.
Piero Baraldi, Roberto Canesi, Enrico Zio, Redouane Seraoui, Roger Chevalier
2011 — book
Reliability and Risk Analysis
Enrico Zio, Piero Baraldi, Francesco Cadini
2009 J jnl
A fuzzy set-based approach for modeling dependence among human errors.
Fuzzy Sets Syst.
Enrico Zio, Piero Baraldi, M. Librizzi, Luca Podofillini, Vinh N. Dang
2009 J jnl
Application of a niched Pareto genetic algorithm for selecting features for nuclear transients classification.
Int. J. Intell. Syst.
Piero Baraldi, Nicola Pedroni, Enrico Zio
2009 J jnl
Optimal power system generation scheduling by multi-objective genetic algorithms with preferences.
Reliab. Eng. Syst. Saf.
Enrico Zio, Piero Baraldi, Nicola Pedroni
2009 J jnl
Two techniques of sensitivity and uncertainty analysis of fuzzy expert systems.
Expert Syst. Appl.
Piero Baraldi, M. Librizzi, Enrico Zio, Luca Podofillini, Vinh N. Dang
2008 J jnl
Feature-based classifier ensembles for diagnosing multiple faults in rotating machinery.
Appl. Soft Comput.
Enrico Zio, Piero Baraldi, Giulio Gola
2008 J jnl
From Fuzzy Clustering to a Fuzzy Rule-Based Fault Classification Model.
Int. J. Comput. Intell. Syst.
Enrico Zio, Piero Baraldi, Irina Crenguta Popescu