Piero Baraldi

5.5k citations

193 papers · 4.1k indexed · 1 hit paper · h-index 38

Impact in

Statistics, Probability and Uncertainty top 0.1%
- Risk and Safety Analysis
- Probabilistic and Robust Engineering Design
Safety, Risk, Reliability and Quality top 0.2%
- Reliability and Maintenance Optimization

Papers in

Statistics, Probability and Uncertainty 48
- Risk and Safety Analysis 36
- Probabilistic and Robust Engineering Design 14
Control and Systems Engineering 109
- Fault Detection and Control Systems 87
- Machine Fault Diagnosis Techniques 46

Co-authors: Enrico Zio Francesco Di Maio Michele Compare Francesca Mangili Zhe Yang Sameer Al‐Dahidi Roger Flage Rédouane Seraoui
Journals: Reliability Engineering & System Safety (21 papers)Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability (12 papers)Annals of Nuclear Energy (8 papers)Risk Analysis (6 papers)IEEE Transactions on Reliability (6 papers)
Partner nations: Italy France South Korea

In The Last Decade

Piero Baraldi

185 papers receiving 3.9k citations

Hit Papers

align trajectories log scale

Maintenance optimization in industry 4.0 2023 · 99 citations

Peers

Countries citing papers authored by Piero Baraldi

Since Specialization

Citations

This map shows the geographic impact of Piero Baraldi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Piero Baraldi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Piero Baraldi more than expected).

Fields of papers citing papers by Piero Baraldi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Piero Baraldi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Piero Baraldi. The network helps show where Piero Baraldi may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Piero Baraldi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Piero Baraldi Line = papers co-authored together Piero Baraldi links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Physics-Informed Neural Networks for the safety analysis of nuclear reactors Progress in Nuclear Energy ·Piero Baraldi, 恒和岩田, Olga Diószegi, Jacopo Buongiorno, Enrico Zio	2025	2
2	Gradient-enhanced physics-informed long short-term memory networks for stable and accurate prediction of the RUL of electronic components Reliability Engineering & System Safety ·R M GIUSSANI, Piero Baraldi, Enrico Zio	2025	0
3	A systematic procedure for the analysis of maintenance reports based on a taxonomy and BERT attention mechanism Reliability Engineering & System Safety ·Dughaymah Mubarak Salamah Alsulobi, Piero Baraldi, V J Arvind, Márcio das Chagas Moura, Kikuchi Sadao, Stéphane Gauthier, Enrico Zio	2025	3
4	Health prognostics and maintenance decision-making for wind energy: A comprehensive overview Renewable and Sustainable Energy Reviews ·Mingxin Li, Zifei Xu, Shen Li, Y. Kikuchi, You Dong, Konstantinos Gryllias, Piero Baraldi, Enrico Zio, James Carroll	2025	0
5	A data-driven modelling framework for predicting the quality of semiconductor devices to support burn-in decisions Computers & Industrial Engineering ·Ibrahim Ahmed, Piero Baraldi, Enrico Zio, 徹洲之内	2025	0
6	Detection of Abnormal Conditions in Electro-Mechanical Actuators by Physics-Informed Long Short-term Memory Networks PHM Society European Conference ·R M GIUSSANI, Piero Baraldi, Kajsa Sigfridsson Clauss, Matteo Davide Lorenzo Dalla Vedova, L. Martel, R Guittet, Enrico Zio	2024	1
7	A novel methodology based on long short-term memory stacked autoencoders for unsupervised detection of abnormal working conditions in semiconductor manufacturing systems Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability ·邓雅俐, Souleymane Ndiaye, Piero Baraldi, Enrico Zio, Mehdi Behzad, 徹洲之内	2024	1
8	Forecasting Solar Photovoltaic Power Production: A Comprehensive Review and Innovative Data-Driven Modeling Framework Energies ·Sameer Al‐Dahidi, Manoharan Madhiarasan, Loiy Al‐Ghussain, Ahmad M. Abubaker, Adnan Darwish Ahmad, Mohammad Alrbai, Mohammadreza Aghaei, Hussein Alahmer, Ali Alahmer, Piero Baraldi, Enrico Zio	2024	35
9	Feature Selection by Binary Differential Evolution for Predicting the Energy Production of a Wind Plant Energies ·Sameer Al‐Dahidi, Piero Baraldi, Gunstein Instefjord, Enrico Zio, Karl. Auteur de lettres Schroeder	2024	1
10	Mean Variance Estimation Neural Network Particle Filter for Predicting Battery Remaining Useful Life Annual Conference of the PHM Society ·Yunxin Mao, Sylvain Girard, Jean‐Marc Bourinet, Piero Baraldi, Enrico Zio	2024	1
11	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 ·Dughaymah Mubarak Salamah Alsulobi, Piero Baraldi, Enrico Zio, Shivakumar Ks, ichaela Martinková, Yafei Li	2023	11
12	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 Systems with Applications ·R. S. Nogueira, Piero Baraldi, Zhe Yang, Enrico Zio	2022	4
13	Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment IEEE Transactions on Industrial Informatics ·G. Dibella, Piero Baraldi, Enrico Zio	2022	13
14	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 ·Dughaymah Mubarak Salamah Alsulobi, Piero Baraldi, Francesco Amigoni, Enrico Zio	2022	4
15	Bootstrapped Ensemble of Artificial Neural Networks Technique for Quantifying Uncertainty in Prediction of Wind Energy Production Sustainability ·Sameer Al‐Dahidi, Piero Baraldi, Enrico Zio, Karl. Auteur de lettres Schroeder	2021	10
16	A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments IEEE Transactions on Neural Networks and Learning Systems ·Zhe Yang, Sameer Al‐Dahidi, Piero Baraldi, Enrico Zio, Karl. Auteur de lettres Schroeder	2019	65
17	Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0 IEEE Internet of Things Journal ·Michele Compare, Piero Baraldi, Enrico Zio	2019	195
18	Quantification of Signal Reconstruction Uncertainty in Fault Detection Systems PHM Society European Conference ·Sameer Al‐Dahidi, Piero Baraldi, Francesco Di Maio, Enrico Zio	2014	8
19	Fatigue Crack Growth Prognostics by Particle Filtering and Ensemble Neural Networks PHM Society European Conference ·Piero Baraldi, Michele Compare, Richard Carlson, Enrico Zio	2012	4
20	A Wavelet-Based Approach for Condition Monitoring of a Gas Turbine During Start-Up Transients SPIRE - Sciences Po Institutional REpository ·Piero Baraldi, (unknown), (unknown), (unknown), Rédouane Seraoui	2012	1

About Piero Baraldi

Piero Baraldi is a scholar working on Statistics, Probability and Uncertainty, Control and Systems Engineering, Safety, Risk, Reliability and Quality, Medical Laboratory Technology and Radiological and Ultrasound Technology, having authored 193 papers that have together received 4.1k indexed citations. Recurring topics across this work include Fault Detection and Control Systems (87 papers), Machine Fault Diagnosis Techniques (46 papers), Risk and Safety Analysis (36 papers), Reliability and Maintenance Optimization (31 papers), Engineering Diagnostics and Reliability (19 papers), Nuclear Engineering Thermal-Hydraulics (15 papers), Probabilistic and Robust Engineering Design (14 papers) and Anomaly Detection Techniques and Applications (13 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (1.0k citations), Safety, Risk, Reliability and Quality (924 citations), Medical Laboratory Technology (143 citations), Control and Systems Engineering (1.8k citations) and Radiological and Ultrasound Technology (264 citations). Piero Baraldi has collaborated with scholars based in Italy, France and South Korea. Frequent co-authors include Enrico Zio, Francesco Di Maio, Michele Compare, Francesca Mangili, Zhe Yang, Sameer Al‐Dahidi, Roger Flage, Rédouane Seraoui, Luca Podofillini and Vinh N. Dang. Their work appears in journals such as Reliability Engineering & System Safety, Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability, Annals of Nuclear Energy, Risk Analysis and IEEE Transactions on Reliability.

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