Piero Baraldi
Politecnico di Milano
H-index: 43
Europe-Italy
Top articles of Piero Baraldi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Combining natural language processing and bayesian networks for the probabilistic estimation of the severity of process safety events in hydrocarbon production assets | Reliability Engineering & System Safety | Dario Valcamonico Piero Baraldi Enrico Zio Luca Decarli Anna Crivellari | 2024/1/1 |
Physics-Informed deep Autoencoder for fault detection in New-Design systems | Mechanical Systems and Signal Processing | Chenyang Lai Piero Baraldi Enrico Zio | 2024/6/1 |
Sensitivity analysis by differential importance measure for unsupervised fault diagnostics | Reliability Engineering & System Safety | Giovanni Floreale Piero Baraldi Xuefei Lu Paolo Rossetti Enrico Zio | 2024/3/1 |
Maintenance optimization in industry 4.0 | Luca Pinciroli Piero Baraldi Enrico Zio | 2023/6/1 | |
Optimal operation and maintenance of energy storage systems in grid-connected microgrids by deep reinforcement learning | Applied Energy | Luca Pinciroli Piero Baraldi Michele Compare Enrico Zio | 2023/12/15 |
A two-stage estimation method based on Conceptors-aided unsupervised clustering and convolutional neural network classification for the estimation of the degradation level of … | Expert Systems with Applications | Mingjing Xu Piero Baraldi Zhe Yang Enrico Zio | 2023/3/1 |
A Method based on Natural Language Processing for Periodically Estimating Variations of Performance of Safety Barriers in Hydrocarbon Production Assets | Dario Valcamonico Piero Baraldi Enrico Zio Luca Decarli Laura La Rosa | 2023 | |
Optimization Method for an Improved Training of Physics Informed Neural Networks | Marzia Sepe Enrico Zio Piero Baraldi | 2023/11/22 | |
Guest Editorial: Special Issue of ESREL2020 PSAM15 | Piero Baraldi Francesco Di Maio Enrico Zio | 2023/10 | |
Exploiting Explanations to Detect Misclassifications of Deep Learning Models in Power Grid Visual Inspection | Giovanni Floreale Piero Baraldi Enrico Zio Olga Fink | 2023 | |
The Aramis Data Challenge to prognostics and health management methods for application in evolving environments | Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability | Piero Baraldi Michele Compare Enrico Zio Francesco Cannarile Zhe Yang | 2023/10 |
Prediction of the Number of Defectives in a Production Batch of Semiconductor Devices | Ibrahim Ahmed Piero Baraldi Enrico Zio Horst Lewitschnig | 2023 | |
A novel metric to evaluate the association rules for identification of functional dependencies in complex technical infrastructures | Environment Systems and Decisions | Federico Antonello Piero Baraldi Enrico Zio Luigi Serio | 2022/9 |
A framework based on Natural Language Processing and Machine Learning for the classification of the severity of road accidents from reports | Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability | Dario Valcamonico Piero Baraldi Francesco Amigoni Enrico Zio | 2022/12/20 |
Wrapper Selection of Features for Fault Diagnostics of Truss Structures | N Mohammad Juybari Piero Baraldi Antonio Palermo Ali EFTEKHARI MILANI Alessandro Marzani | 2022 | |
A novelty-based multi-objective evolutionary algorithm for identifying functional dependencies in complex technical infrastructures from alarm data | Environment Systems and Decisions | Federico Antonello Piero Baraldi Enrico Zio Luigi Serio | 2022/6 |
A Taxonomy for Modelling Reports of Process Safety Events in the Oil and Gas Industry | Dario Valcamonico Piero Baraldi Enrico Zio Anna Crivellari Luca Decarli | 2022 | |
Estimation of the Case Temperature of Insulated Gate Bipolar Temperatures in Induction Cooktops by Deep Neural Network | Mohammad N Juybari Ibrahim Ahmed Piero Baraldi Alejandro Del Cueto Javier Gil | 2022/11/23 | |
A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks | Reliability Engineering & System Safety | Zhe Yang Piero Baraldi Enrico Zio | 2022/4/1 |
Monitoring Degradation of Insulated Gate Bipolar Transistors in Induction Cooktops by Artificial Neural Networks | Chenyang Lai Piero Baraldi Ibrahim Ahmed Enrico Zio Alejandro Del Cueto | 2022 |
