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Piero Baraldi

Polytechnic University of Milan

Piazza Leonardo da Vinci

Milan, 20100

Italy

SCHOLARLY PAPERS

6

DOWNLOADS

450

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

Optimization of the Operation and Maintenance of Renewable Energy Systems by Deep Reinforcement Learning

Number of pages: 25 Posted: 28 Jun 2021
Luca Pinciroli, Piero Baraldi, Guido Ballabio, Michele Compare and Enrico Zio
Polytechnic University of Milan, Polytechnic University of Milan, Aramis S.r.l., Aramis S.r.l. and Polytechnic University of Milan
Downloads 201 (378,726)
Citation 2

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2.

Gradient-Enhanced Physics-Informed Long Short-Term Memory Network for Stable and Accurate Rul Prediction

Number of pages: 27 Posted: 27 Mar 2024
Chenyang Lai, Piero Baraldi, Giovanni Floreale, Bingsen Wang and Enrico Zio
Polytechnic University of Milan, Polytechnic University of Milan, Polytechnic University of Milan, Polytechnic University of Milan and Polytechnic University of Milan
Downloads 91 (742,061)

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Prognostics and Health ManagementRemaining Useful LifeGradient-enhanced Physics-Informed Neural NetworkLong Short-Term Memory NetworkInsulated Gate Bipolar TransistorLithium-ion Battery

3.

Fleet-Based Transfer Learning for Anomaly Detection in Industrial Systems

Number of pages: 29 Posted: 13 Dec 2023
Bingsen Wang, Piero Baraldi, Enrico Zio, Jonathan Brown and Stéphane Gauthier
Polytechnic University of Milan, Polytechnic University of Milan, Polytechnic University of Milan, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (907,769)

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Fleets of systems, Anomaly detection, Unlabeled data, unsupervised transfer learning, LSTM-Encoder-Decoder, Traction systems

4.

Taxonomy and Bert Attention Mechanism for Clustering Maintenance Reports

Number of pages: 23 Posted: 14 Nov 2023
Dario Valcamonico, Piero Baraldi, July Bias Macêdo, Márcio Das Chagas Moura, Jonathan Brown, Stéphane Gauthier and Enrico Zio
affiliation not provided to SSRN, Polytechnic University of Milan, affiliation not provided to SSRN, Universidade Federal de Pernambuco (UFPE), affiliation not provided to SSRN, affiliation not provided to SSRN and Polytechnic University of Milan
Downloads 63 (933,592)

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Maintenance, Natural language processing, Bert, DBSCAN, Freight transport trains

5.

Early Anomaly Detection in Wind Turbines by Causality-based Graph Attention Networks

Number of pages: 29 Posted: 25 Mar 2026
Luca Pinciroli, Piero Baraldi and Enrico Zio
Polytechnic University of Milan, Polytechnic University of Milan and Polytechnic University of Milan
Downloads 22 (1,436,435)

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6.

Thermo-Electrical Multimodal Cross-Attention Model for Decoupling Diagnosis of Compound Faults in Photovoltaic Arrays

Number of pages: 38 Posted: 09 Jun 2026
Bingsen Wang, Wenye Lin, Xiaolong Li, Piero Baraldi, Enrico Zio, Long Shi, Qingyao Qiao, Wenji Song and Ziping Feng
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Polytechnic University of Milan, Polytechnic University of Milan, University of Science and Technology of China (USTC), The University of Manchester, Guangzhou Institute of Energy Conversion and Guangzhou Institute of Energy Conversion
Downloads 5

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Photovoltaic arrays, Compound fault diagnosis, Thermo-electrical signals, Multimodal data fusion, Cross-attention mechanism, Fault decoupling