Sfoglia per Autore
Optimization Method for an Improved Training of Physics Informed Neural Networks
2023-01-01 Sepe, M.; Zio, E.; Baraldi, P.
Prediction of the Number of Defectives in a Production Batch of Semiconductor Devices
2023-01-01 Ahmed, Ibrahim; Baraldi, Piero; Zio, Enrico; and Horst Lewitschnig,
Exploiting Explanations to Detect Misclassifications of Deep Learning Models in Power Grid Visual Inspection
2023-01-01 Floreale, Giovanni; Baraldi, Piero; Zio, Enrico; and Olga Fink,
Maintenance optimization in industry 4.0
2023-01-01 Pinciroli, L.; Baraldi, P.; Zio, E.
Guest Editorial: Special Issue of ESREL2020 PSAM15
2023-01-01 Baraldi, P.; Di Maio, F.; Zio, E.
A Method based on Natural Language Processing for Periodically Estimating Variations of Performance of Safety Barriers in Hydrocarbon Production Assets
2023-01-01 Valcamonico, Dario; Baraldi, Piero; Zio, Enrico; Decarli, Luca; La Rosa, Laura; Nicotra, Giuseppe
Optimal operation and maintenance of energy storage systems in grid-connected microgrids by deep reinforcement learning
2023-01-01 Pinciroli, L.; Baraldi, P.; Compare, M.; Zio, E.
Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment
2023-01-01 Wang, Bingsen; Baraldi, Piero; Zio, Enrico
The Aramis Data Challenge to prognostics and health management methods for application in evolving environments
2023-01-01 Baraldi, P.; Compare, M.; Zio, E.; Cannarile, F.; Yang, Z.
Optimal Management of the Flow of Parts for Gas Turbines Maintenance by Reinforcement Learning and Artificial Neural Networks
2022-01-01 Bellani, L.; Compare, M.; Baraldi, P.; Zio, E.
A Novel Metric to Evaluate the Association Rules for Identification of Functional Dependencies in Complex Technical Infrastructures
2022-01-01 Antonello, Federico; Baraldi, Piero; Zio, Enrico; Serio, Luigi
A novelty-based multi-objective evolutionary algorithm for identifying functional dependencies in complex technical infrastructures from alarm data
2022-01-01 Antonello, Federico; Baraldi, Piero; Zio, Enrico; Serio, Luigi
Wrapper Selection of Features for Fault Diagnostics of Truss Structures
2022-01-01 Mohammad Juybari, N.; Baraldi, Piero; Palermo, Antonio; EFTEKHARI MILANI, Ali; Marzani, Alessandro; Zio, Enrico
A Taxonomy for Modelling Reports of Process Safety Events in the Oil and Gas Industry
2022-01-01 Valcamonico, Dario; Baraldi, Piero; Zio, Enrico; Crivellari, Anna; Decarli, Luca; Rosa, Laura La
A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data
2022-01-01 Antonello, Federico; Baraldi, Piero; Zio, Enrico; Serio, Luigi
Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors
2022-01-01 Xu, Mingjing; Baraldi, Piero; Lu, Xuefei; Zio, Enrico
Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning
2022-01-01 Pinciroli, L.; Baraldi, P.; Ballabio, G.; Compare, M.; Zio, E.
Prediction of the Remaining Useful Life of MOSFETs Used in Automotive Inverters by an Ensemble of Neural Networks
2022-01-01 Floreale, Giovanni; Baraldi, Piero; Zio, Enrico; Cecati, Carlo; Buccella, Concettina; Galeazzi, Stefano; Barcio, Francesco; Tieri, Carlo
Monitoring Degradation of Insulated Gate Bipolar Transistors in Induction Cooktops by Artificial Neural Networks
2022-01-01 Lai, Chenyang; Baraldi, Piero; Ahmed, Ibrahim; Zio, Enrico; del Cueto, Alejandro; Gil, Javier; Llorente, Sergio
A dynamic event tree for a blowout accident in an oil deep-water well equipped with a managed pressure drilling condition monitoring and operation system
2022-01-01 DI MAIO, Francesco; Baraldi, Piero; Eslamian, Alireza; Zio, Enrico; Magno Couto Jacinto, Carlos
A framework based on Natural Language Processing and Machine Learning for the classification of the severity of road accidents from reports
2022-01-01 Valcamonico, Dario; Baraldi, Piero; Amigoni, Francesco; Zio, Enrico
An Unsupervised Method for Anomaly Detection in Multi-Stage Production Systems Based on LSTM Autoencoders
2022-01-01 Hosseinpour, Fatemeh; Ahmed, Ibrahim; Baraldi, Piero; Behzad, Mehdi; Zio, Enrico; Lewitschnig, Horst
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
2022-01-01 Xu, Mingjing; Baraldi, Piero; Yang, Zhe; Zio, Enrico
A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks
2022-01-01 Yang, Z.; Baraldi, P.; Zio, E.
Estimation of the Case Temperature of Insulated Gate Bipolar Temperatures in Induction Cooktops by Deep Neural Network
2022-01-01 Juybari, Mohammad N.; Ahmed, Ibrahim; Baraldi, Piero; Cueto, Alejandro Del; Gil, Javier; Lai, Chenyang; Llorente, Sergio; Zio, Enrico
A Natural Language Processing Method for the Identification of the Factors Influencing Road Accident Severity
2021-01-01 Valcamonico, D.; Baraldi, P.; Amigoni, F.; Zio, E.
Bootstrapped ensemble of artificial neural networks technique for quantifying uncertainty in prediction of wind energy production
2021-01-01 Al-Dahidi, S.; Baraldi, P.; Zio, E.; Lorenzo, M.
Identification of critical components in the complex technical infrastructure of the large hadron collider using relief feature ranking and support vector machines
2021-01-01 Shokry, A.; Baraldi, P.; Castellano, A.; Serio, L.; Zio, E.
Association rules extraction for the identification of functional dependencies in complex technical infrastructures
2021-01-01 Antonello, F.; Baraldi, P.; Shokry, A.; Zio, E.; Gentile, U.; Serio, L.
A Method based on Gaussian Process Regression for Modelling Burn-in of Semiconductor Devices
2021-01-01 Baraldi, Piero; Medici, Stefano; Ahmed, Ibrahim; Zio, Enrico; Lewitschnig, Horst
Deep reinforcement learning based on proximal policy optimization for the maintenance of a wind farm with multiple crews
2021-01-01 Pinciroli, L.; Baraldi, P.; Ballabio, G.; Compare, M.; Zio, E.
A multi-branch deep neural network model for failure prognostics based on multimodal data
2021-01-01 Yang, Z.; Baraldi, P.; Zio, E.
A semi-supervised method for the characterization of degradation of nuclear power plants steam generators
2021-01-01 Pinciroli, L.; Baraldi, P.; Shokry, A.; Zio, E.; Seraoui, R.; Mai, C.
A method for fault diagnosis in evolving environment using unlabeled data
2021-01-01 Hu, Y.; Baraldi, P.; Di Maio, F.; Liu, J.; Zio, E.
A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty
2021-01-01 Shokry, Ahmed; Medina-Gonzalez, Sergio; Baraldi, Piero; Zio, Enrico; Moulines, Eric; Espuna, Antonio
Damage Detection in Truss Structures Supporting Pipelines and Auxiliary Equipment in Power Plants
2021-01-01 Milani, Ali Eftekhari; Baraldi, Piero; Palermo, Antonio; Marzani, Alessandro; Zio, Enrico
Natural Language Processing and Bayesian Networks for the Analysis of Process Safety Events
2021-01-01 Valcamonico, Dario; Baraldi, Piero; Zio, Enrico
A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data
2021-01-01 Antonello, F.; Baraldi, P.; Shokry, A.; Zio, E.; Gentile, U.; Serio, L.
Text mining for the automatic classification of road accident reports
2020-01-01 Valcamonico, D.; Baraldi, P.; Amigoni, F.; Zio, E.
Agent-based modeling and reinforcement learning for optimizing energy systems operation and maintenance: the pathmind solution
2020-01-01 Pinciroli, L.; Baraldi, P.; Compare, M.; Esmaeilzadeh, S.; Farhan, M.; Gohre, B.; Grugni, R.; Manca, L.; Zio, E.
An unsupervised method for the reconstruction of maintenance intervention times
2020-01-01 Pinciroli, L.; Baraldi, P.; Shokry, A.; Zio, E.
Data-driven extraction of association rules of dependent abnormal behaviour groups
2020-01-01 Antonello, F.; Baraldi, P.; Shokry, A.; Zio, E.; Gentile, U.; Serio, L.
An ensemble of echo state networks for predicting the energy production of wind plants
2020-01-01 Al-Dahidi, S.; Baraldi, P.; Nigro, E.; Zio, E.; Lorenzo, M.
Fault detection based on optimal transport theory
2020-01-01 Wang, B.; Baraldi, P.; Lu, X.; Zio, E.
Dynamic Surrogate Modeling for Multistep-ahead Prediction of Multivariate Nonlinear Chemical Processes
2020-01-01 Shokry, A.; Baraldi, P.; Zio, E.; Espuna, A.
A coevolutionary optimization approach with deep sparse autoencoder for the extraction of equipment degradation indicators
2020-01-01 Milani, A. E.; Antonello, F.; Baraldi, P.; Zio, E.
A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider
2020-01-01 Baraldi, P.; Castellano, A.; Shokry, A.; Gentile, U.; Serio, L.; Zio, E.
Ensemble empirical mode decomposition and long short-term memory neural network for multi-step predictions of time series signals in nuclear power plants
2020-01-01 Nguyen, H. -P.; Baraldi, P.; Zio, E.
A method for inferring casual dependencies among abnormal behaviours of components in complex technical infrastructures
2020-01-01 Antonello, F.; Baraldi, P.; Shokry, A.; Zio, E.; Gentile, U.; Serio, L.
Fault diagnostics by conceptors-aided clustering
2020-01-01 Xu, M.; Baraldi, P.; Zio, E.
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