Piero Baraldi - Publications, H-index & Citations

Piero Baraldi

politecnico di milano

41H指数

321论文数

5.5K被引数

收录论文 78

发表时间

Early anomaly detection in wind Turbines by Causality-based graph attention networks 基于因果关系的图注意力网络在风力涡轮机中的早期异常检测

Mechanical Systems and Signal Processing

IF8.9

2026-09-19

OAAI

Luca Pinciroli; Piero Baraldi; Enrico Zio

Physics-informed domain adaptation for health state assessment of industrial components 物理信息域自适应用于工业部件健康状态评估

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2026-06-16

OAAI

Chenyang Lai; Piero Baraldi; Enrico Zio

Fleet-based transfer learning for anomaly detection in industrial systems 基于舰队的工业系统异常检测迁移学习

Mechanical Systems and Signal Processing

IF8.9

2025-12-08

PREAI

Bingsen Wang; Piero Baraldi; Enrico Zio; Jonathan Brown; Stéphane Gauthier

A novel two-stage heterogeneous transfer learning framework for the estimation of the remaining useful life of industrial components 一种用于工业组件剩余使用寿命估计的新型两阶段异构迁移学习框架

Reliability Engineering & System Safety

IF11

2025-11-14

OAAI

Bingsen Wang; Piero Baraldi; Ahmed Shokry; Enrico Zio

Health prognostics and maintenance decision-making for wind energy: A comprehensive overview 风力发电的健康预测与维护决策：综合概述

Renewable and Sustainable Energy Reviews

IF16.3

2025-09-05

OAAI

Mingxin Li; Zifei Xu; Shen Li; Yuka Kikuchi; You Dong; Konstantinos C. Gryllias; Piero Baraldi; Enrico Zio; James Carroll

Gradient-enhanced Physics-informed Long Short-Term Memory Networks for Stable and Accurate Prediction of the RUL of Electronic Components 梯度增强物理信息长短期记忆网络，用于电子元件剩余寿命的稳定与精确预测

Reliability Engineering & System Safety

IF11

2025-07-24

OAAI

Chenyang Lai; Piero Baraldi; Enrico Zio

Automated processing of eXplainable Artificial Intelligence outputs in deep learning models for fault diagnostics of large infrastructures 在用于大型基础设施故障诊断的深度学习模型中自动处理可解释的人工智能输出

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-06-01

OAAI

Floreale, G.; Baraldi, P.; Zio, E.; Fink, O.

A data-driven modelling framework for predicting the quality of semiconductor devices to support burn-in decisions 一种基于数据驱动的建模框架，用于预测半导体器件的质量以支持老化测试决策

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2025-06-01

OAAI

Ahmed, Ibrahim; Baraldi, Piero; Zio, Enrico; Lewitschnig, Horst

Physics-Informed Neural Networks for the safety analysis of nuclear reactors

PROGRESS IN NUCLEAR ENERGY

IF3.2

2025-03-01

OAAI

Baraldi, Piero; Battistini, Camilla; Antonello, Federico; Buongiorno, Jacopo; Zio, Enrico

Physics-Informed deep Autoencoder for fault detection in New-Design systems 用于新设计系统中故障检测的物理信息深度自动编码器

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-06-01

OAAI

Lai, Chenyang; Baraldi, Piero; Zio, Enrico

Sensitivity analysis by differential importance measure for unsupervised fault diagnostics 通过差分重要性度量进行无监督故障诊断的灵敏度分析

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-03-01

PREAI

Floreale, Giovanni; Baraldi, Piero; Lu, Xuefei; Rossetti, Paolo; Zio, Enrico

Combining natural language processing and bayesian networks for the probabilistic estimation of the severity of process safety events in hydrocarbon production assets 结合自然语言处理和贝叶斯网络，用于碳氢化合物生产资产中过程安全事件严重性的概率估计

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-01-01

OAAI

Valcamonico, Dario; Baraldi, Piero; Zio, Enrico; Decarli, Luca; Crivellari, Anna; La Rosa, Laura

Deep Multiadversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment 用于工业设备故障诊断的深度多对抗条件域自适应网络

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-08-01

OAAI

Wang, Bingsen; Baraldi, Piero; Zio, Enrico

Maintenance optimization in industry 4.0 工业4.0中的维修优化

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2023-06-01

OAAI

Pinciroli, Luca; Baraldi, Piero; Zio, Enrico

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 基于概念者辅助无监督聚类和卷积神经网络分类的工业装备退化水平两阶段估计方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-01

PREAI

Xu, Mingjing; Baraldi, Piero; Yang, Zhe; Zio, Enrico

Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors 具有AdaBoost集成学习的生成对抗网络，用于高速列车自动门中的异常检测

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-12-01

OAAI

Xu, Mingjing; Baraldi, Piero; Lu, Xuefei; Zio, Enrico

A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data 一种用于从警报数据中识别复杂技术基础设施中的功能依赖关系的Niching增强进化算法

ieee open journal of circuits and systems

IF4.4

2022-12-01

PREAI

Antonello, Federico; Baraldi, Piero; Zio, Enrico; Serio, Luigi

A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks 一种基于稀疏自编码深度神经网络的多分量系统故障检测方法

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-04-01

PREAI

Yang, Zhe; Baraldi, Piero; Zio, Enrico

Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning 基于深度强化学习的可再生能源系统运维优化

RENEWABLE ENERGY

IF9.1

2022-01-01

OAAI

Pinciroli, Luca; Baraldi, Piero; Ballabio, Guido; Compare, Michele; Zio, Enrico

A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty

CHEMICAL ENGINEERING JOURNAL

IF13.2

2021-12-01

OAAI

Shokry, Ahmed; Medina-Gonzalez, Sergio; Baraldi, Piero; Zio, Enrico; Moulines, Eric; Espuna, Antonio

研究方向