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

Piero Baraldi , Enrico Zio , Francesca Mangili , Giulio Gola , Bent H. Nystad
EHPG Meeting 2011, Oct 2011, Sandefjord, Norway. pp.1-11
Conference papers hal-00658093v1

Online Performance Assessment Method for a Model-Based Prognostic Approach

Yang Hu , Piero Baraldi , Francesco Di Maio , Enrico Zio
IEEE Transactions on Reliability, 2016, 65 (2), pp.718 - 735. ⟨10.1109/TR.2015.2500681⟩
Journal articles hal-01786988v1

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

Michele Compare , Paolo Marelli , Piero Baraldi , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2018, ⟨10.1177/1748006X18757077⟩
Journal articles hal-01786564v1
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Maintenance policy performance assessment in presence of imprecision based on Dempster-Shafer Theory of Evidence

Piero Baraldi , Michele Compare , Enrico Zio
Information Sciences, 2013, 245, pp.112 - 131. ⟨10.1016/j.ins.2012.11.003⟩
Journal articles hal-00757462v1
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Condition Monitoring of Electrical Power Plant Components During Operational Transients

Piero Baraldi , Francesco Di Maio , Luca Pappaglione , Enrico Zio , Rédouane Seraoui
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2012, 226 (6), pp.568-583. ⟨10.1177/1748006X12463502⟩
Journal articles hal-00765275v1
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Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data

Piero Baraldi , Francesca Mangili , Enrico Zio
Reliability Engineering and System Safety, 2013, 112, pp.94-108. ⟨10.1016/j.ress.2012.12.004⟩
Journal articles hal-00934547v1
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A Modelling Framework to Assess Maintenance Policy Performance in Electrical Production Plants

Piero Baraldi , M. Compare , G. Rossetti , Enrico Zio , A. Despujols
J. Andrews, C. Berenguer and L. Jackson. Maintenance Modelling and Applications, Det Norske Veritas (DNV), pp.258-277, 2011
Book sections hal-00658747v1

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

Piero Baraldi , Francesca Mangili , Enrico Zio
IEEE Transactions on Reliability, 2012, 61 (4), pp.966 - 977. ⟨10.1109/TR.2012.2221037⟩
Journal articles hal-00777665v1

Dynamic Weighting Ensembles for Incremental Learning and Diagnosing New Concept Class Faults in Nuclear Power Systems

Roozbeh Razavi-Far , Piero Baraldi , Enrico Zio
IEEE Transactions on Nuclear Science, 2012, 59 (5), pp.2520 - 2530. ⟨10.1109/TNS.2012.2209125⟩
Journal articles hal-00777671v1
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Reconstruction of missing data in multidimensional time series by fuzzy similarity

Piero Baraldi , F. Di Maio , D. Genini , Enrico Zio
Applied Soft Computing, 2015, 26, pp.1-9. ⟨10.1016/j.asoc.2014.09.038⟩
Journal articles hal-01177010v1
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Monte Carlo and fuzzy interval propagation of hybrid uncertainties on a risk model for the design of a flood protection dike

Piero Baraldi , Nicola Pedroni , Enrico Zio , Elisa Ferrario , Alberto Pasanisi , et al.
ESREL 2011, Sep 2011, Troyes, France. pp.2167-2175
Conference papers hal-00658077v1
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Bagged ensemble of Fuzzy C-Means classifiers for nuclear transient identification

Piero Baraldi , Roozbeh Razavi-Far , Enrico Zio
Annals of Nuclear Energy, 2011, 38 (5), pp.1161-1171. ⟨10.1016/j.anucene.2010.12.009⟩
Journal articles hal-00609529v1
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An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of Proton Exchange Membrane Fuel Cells

Dacheng Zhang , Piero Baraldi , Catherine Cadet , Nadia Yousfi-Steiner , Christophe Bérenguer , et al.
Mechanical Systems and Signal Processing, 2019, 124, pp.479-501. ⟨10.1016/j.ymssp.2019.01.060⟩
Journal articles hal-02014907v1
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Hybrid probabilistic-possibilistic treatment of uncertainty in building energy models : a case study of sizing peak cooling loads

Fazel Khayatian , Maryam Meshkinkiya , Piero Baraldi , Francesco Di Maio , Enrico Zio
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2018, 4 (4), ⟨10.1115/1.4039784⟩
Journal articles hal-02194936v1

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

Daniel Astigarraga , Federico Martin Ibanez , Ainhoa Galarza , Jose Martin Echeverria , Inigo Unanue , et al.
IEEE Transactions on Power Electronics, 2016, 31 (11), pp.7953 - 7962. ⟨10.1109/TPEL.2015.2512923⟩
Journal articles hal-01786960v1
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A Fuzzy Similarity Based Method for Signal Reconstruction during Plant Transients

Piero Baraldi , Francesco Di Maio , Davide Genini , Enrico Zio
Prognostics and System Health Management Conference, Oct 2013, Italy. pp.1-6
Conference papers hal-00926901v1

A hybrid ensemble approach for process parameter estimation in offshore oil platforms

Piero Baraldi , Francesca Mangili , Enrico Zio , Giulio Gola , Bent H. Nystad
The 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making (FLINS 2012), Aug 2012, Istanbul, Turkey
Conference papers hal-00777579v1

Methods for uncertainty analysis in the reliability assessment of a degrading structure

Piero Baraldi , I.C. Popescu , Enrico Zio
Structural Reliability Analyses into System Risk Assessment, Det Norske Veritas (DNV), pp.81-106, 2011
Book sections hal-00661212v1
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Homogeneous Continuous-Time, Finite-State Hidden Semi-Markov Modeling for Enhancing Empirical Classification System Diagnostics of Industrial Components

Francesco Cannarile , Michele Compare , Piero Baraldi , Francesco Di Maio , Enrico Zio
Machines, 2018, 6 (3), pp.34. ⟨10.3390/machines6030034⟩
Journal articles hal-01988959v1
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A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis

Sameer Al-Dahidi , Francesco Di Maio , Piero Baraldi , Enrico Zio , Redouane Seraoui
Applied Soft Computing, 2018, 69, pp.213-231. ⟨10.1016/j.asoc.2018.04.044⟩
Journal articles hal-01988977v1
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An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories

Francesco Cannarile , Piero Baraldi , Enrico Zio
Fuzzy Sets and Systems, 2018, ⟨10.1016/j.fss.2018.10.008⟩
Journal articles hal-01988953v1
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A Novel Method for Sensor Data Validation based on the analysis of Wavelet Transform Scalograms

Francesco Cannarile , Piero Baraldi , Pierluigi Colombo , Enrico Zio
International Journal of Prognostics and Health Management, 2018, 9 (1), pp.002
Journal articles hal-01989218v1
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Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions

Piero Baraldi , Francesco Cannarile , Francesco Di Maio , Enrico Zio
Engineering Applications of Artificial Intelligence, 2016, 56, pp.1 - 13. ⟨10.1016/j.engappai.2016.08.011⟩
Journal articles hal-01786963v1
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Ensemble of optimized echo state networks for remaining useful life prediction

Marco Rigamonti , Piero Baraldi , Enrico Zio , Indranil Roychoudhury , Kai Goebel , et al.
Neurocomputing, 2018, 281, pp.121 - 138. ⟨10.1016/j.neucom.2017.11.062⟩
Journal articles hal-01786944v1
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Uncertainty propagation in a model for the estimation of the ground level concentration of dioxin/furans emitted from a waste gasification plant

G. Ripamonti , G. Lonati , Piero Baraldi , F. Cadini , Enrico Zio
Reliability Engineering and System Safety, 2013, 120, pp.98-105. ⟨10.1016/j.ress.2013.05.012⟩
Journal articles hal-00934518v1

Dempster-Shafer Theory of Evidence to handle maintenance models tainted with imprecision

Enrico Zio , Piero Baraldi , M. Compare
PSAM 11 & ESREL 2012, Jun 2012, Helsinki, Finland. pp.1-10
Conference papers hal-00777576v1
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Piero Baraldi , Roberto Canesi , Enrico Zio , R. Seraoui , R. Chevalier
Advances in Safety, Reliability and Risk Management: ESREL 2011, Sep 2011, France. pp.1 - 13
Conference papers hal-00721033v1
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Piero Baraldi , Roozbeh Razavi-Far , Enrico Zio
Seventh American Nuclear Society International Topical Meeting on Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies NPIC&HMIT, 2010, pp.283 - 293
Journal articles hal-00721035v1

Concerns, Challenges, and Directions of Development for the Issue of Representing Uncertainty in Risk Assessment

Roger Flage , Terje Aven , Enrico Zio , Piero Baraldi
Risk Analysis, 2014, 34 (7), pp.1196 - 1207. ⟨10.1111/risa.12247⟩
Journal articles hal-01787040v1

Ensemble Clustering for Fault Diagnosis in Industrial Plants

Sameer Al-Dahidi , Francesco Di Maio , Piero Baraldi , Enrico Zio
Chemical Engineering Transactions, 2015, 43, pp.1225-1230. ⟨10.3303/CET1543205⟩
Journal articles hal-01340593v1