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Piero Baraldi

politecnico di milano

41H-index
320Paper Count
5.5KCitation Count
Published Papers 77
Publication Date
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Physics-informed domain adaptation for health state assessment of industrial components
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-06-16
err0
errOAAI
errChenyang Lai; Piero Baraldi; Enrico Zio
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Fleet-based transfer learning for anomaly detection in industrial systems
errMechanical Systems and Signal Processing
IF8.9
err2025-12-08
err0
PREAI
errBingsen Wang; Piero Baraldi; Enrico Zio; Jonathan Brown; Stéphane Gauthier
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A novel two-stage heterogeneous transfer learning framework for the estimation of the remaining useful life of industrial components
errReliability Engineering & System Safety
IF11
err2025-11-14
err0
errOAAI
errBingsen Wang; Piero Baraldi; Ahmed Shokry; Enrico Zio
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errSave
Health prognostics and maintenance decision-making for wind energy: A comprehensive overview
errRenewable and Sustainable Energy Reviews
IF16.3
err2025-09-05
err0
errOAAI
errMingxin Li; Zifei Xu; Shen Li; Yuka Kikuchi; You Dong; Konstantinos C. Gryllias; Piero Baraldi; Enrico Zio; James Carroll
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Gradient-enhanced Physics-informed Long Short-Term Memory Networks for Stable and Accurate Prediction of the RUL of Electronic Components
errReliability Engineering & System Safety
IF11
err2025-07-24
err0
errOAAI
errChenyang Lai; Piero Baraldi; Enrico Zio
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errSave
Automated processing of eXplainable Artificial Intelligence outputs in deep learning models for fault diagnostics of large infrastructures
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-01
err0
errOAAI
errFloreale, G.; Baraldi, P.; Zio, E.; Fink, O.
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A data-driven modelling framework for predicting the quality of semiconductor devices to support burn-in decisions
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-06-01
err0
errOAAI
errAhmed, Ibrahim; Baraldi, Piero; Zio, Enrico; Lewitschnig, Horst
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Physics-Informed Neural Networks for the safety analysis of nuclear reactors
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2025-03-01
err0
errOAAI
errBaraldi, Piero; Battistini, Camilla; Antonello, Federico; Buongiorno, Jacopo; Zio, Enrico
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Physics-Informed deep Autoencoder for fault detection in New-Design systems
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-06-01
err1
errOAAI
errLai, Chenyang; Baraldi, Piero; Zio, Enrico
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Sensitivity analysis by differential importance measure for unsupervised fault diagnostics
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-03-01
err1
PREAI
errFloreale, Giovanni; Baraldi, Piero; Lu, Xuefei; Rossetti, Paolo; Zio, Enrico
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errSave
Combining natural language processing and bayesian networks for the probabilistic estimation of the severity of process safety events in hydrocarbon production assets
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-01-01
err3
errOAAI
errValcamonico, Dario; Baraldi, Piero; Zio, Enrico; Decarli, Luca; Crivellari, Anna; La Rosa, Laura
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Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-08-01
err10
errOAAI
errWang, Bingsen; Baraldi, Piero; Zio, Enrico
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errSave
Maintenance optimization in industry 4.0
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-06-01
err53
errOAAI
errPinciroli, Luca; Baraldi, Piero; Zio, Enrico
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errSave
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
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err4
PREAI
errXu, Mingjing; Baraldi, Piero; Yang, Zhe; Zio, Enrico
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errSave
Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-12-01
err8
errOAAI
errXu, Mingjing; Baraldi, Piero; Lu, Xuefei; Zio, Enrico
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errSave
A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data
errieee open journal of circuits and systems
IF4.4
err2022-12-01
err2
PREAI
errAntonello, Federico; Baraldi, Piero; Zio, Enrico; Serio, Luigi
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A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-04-01
err40
PREAI
errYang, Zhe; Baraldi, Piero; Zio, Enrico
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errSave
Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning
errRENEWABLE ENERGY
IF9.1
err2022-01-01
err42
errOAAI
errPinciroli, Luca; Baraldi, Piero; Ballabio, Guido; Compare, Michele; Zio, Enrico
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errSave
A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2021-12-01
err16
errOAAI
errShokry, Ahmed; Medina-Gonzalez, Sergio; Baraldi, Piero; Zio, Enrico; Moulines, Eric; Espuna, Antonio
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Bootstrapped Ensemble of Artificial Neural Networks Technique for Quantifying Uncertainty in Prediction of Wind Energy Production
errSUSTAINABILITY
IF3.3
err2021-06-04
err8
errOAAI
errAl-Dahidi, Sameer; Baraldi, Piero; Zio, Enrico; Montelatici, Lorenzo
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Research Directions

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Co-authors
Cooperation Journals
E
Enrico Zio
H-index: 98 · Papers: 1.8K
T
Terje Aven
H-index: 74 · Papers: 652
É
Éric Moulines
H-index: 59 · Papers: 593
K
Kai Goebel
H-index: 58 · Papers: 453
J
Jacopo Buongiorno
H-index: 51 · Papers: 244
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