- Ingegneria Industriale & Ingegneria dell’Informazione per il territorio fiorentino
- Edited by Stefano Selleri, Alberto Tesi, Enrico Vicario
La collaborazione tra DINFO e Nuovo Pignone sui sistemi di controllo avanzati e diagnosi dei guasti per turbomacchine
- Michele Basso
- Giovanni Donati
- Alberto Tesi
- © 2026 Author(s) |
- CC BY 4.0
- DOI: 10.36253/979-12-215-0975-5.07
Research collaboration between Baker Hughes (Nuovo Pignone) and the University of Florence focuses on turbomachinery equipped with Active Magnetic Bearings (AMB). The work aims to improve performance and fault diagnosis by developing automatic tuning methods for advanced PID controllers and model identification techniques. In addition, convolutional neural networks are used to detect and classify faults through image-based analysis of electrical signal patterns.
- Keywords:
- Active Magnetic Bearings,
- Turbomachinery Control,
- Fault Diagnosis,
University of Florence, Italy - ORCID: 0000-0002-1526-7715
University of Florence, Italy - ORCID: 0000-0001-9316-6779
University of Florence, Italy - ORCID: 0000-0002-0234-5999
Chapter Information
Chapter Title
La collaborazione tra DINFO e Nuovo Pignone sui sistemi di controllo avanzati e diagnosi dei guasti per turbomacchine
Authors
Michele Basso, Giovanni Donati, Alberto Tesi
Language
Italian
DOI
10.36253/979-12-215-0975-5.07
Peer Reviewed
Publication Year
2026
Copyright Information
© 2026 Author(s)
Content License
Metadata License
Bibliographic Information
Book Title
Ingegneria Industriale & Ingegneria dell’Informazione per il territorio fiorentino
Book Subtitle
Ingegneria dell’Informazione - Volume 2
Editors
Stefano Selleri, Alberto Tesi, Enrico Vicario
Peer Reviewed
Number of Pages
230
Publication Year
2026
Copyright Information
© 2026 Author(s)
Content License
Metadata License
Publisher Name
Firenze University Press
DOI
10.36253/979-12-215-0975-5
ISBN Print
979-12-215-0974-8
eISBN (pdf)
979-12-215-0975-5
Series Title
Dialoghi con la società
Series ISSN
2975-0210
Series E-ISSN
2975-0334