Giovanni Donati

According to our database, Giovanni Donati authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploiting Neural Networks for Crack Localization in AMB-supported Turbomachinery - Dataset 1.

Giovanni Donati

Dataset, June, 2025

A Multi-Model Robust Control Design for Uncertain AMB Systems.

Giovanni Donati, Massimiliano Ortiz Neri, Michele Basso, Marco Mugnaini, Jerzy T. Sawicki

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2025

On-Site Unmodeled Process Forces Integration in AMB Turboexpander Control.

Giovanni Donati, Massimiliano Ortiz Neri, Michele Basso, Marco Mugnaini, Jerzy T. Sawicki

Proceedings of the International Conference on Control, Automation and Diagnosis, 2025

2024

A Convolutional Neural Network to Locate Unbalance in Turbomachinery Supported by AMBs.

Giovanni Donati, Michele Basso, Marco Mugnaini, Chiara Camerota

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

Simultaneous Rotor and Controller Tuning for Active Magnetic Bearings in Turbomachinery.

Giovanni Donati, Michele Basso, Marco Mugnaini, Massimiliano Ortiz Neri

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

2023

A Convolutional Neural Network for Electrical Fault Recognition in Active Magnetic Bearing Systems.

Giovanni Donati, Michele Basso, Graziano A. Manduzio, Marco Mugnaini, Tommaso Pecorella, Chiara Camerota

Sensors, August, 2023

A time-delay reservoir computing neural network based on a single microring resonator with external optical feedback.

Giovanni Donati

PhD thesis, 2023

Photonic neural networks based on integrated silicon microresonators.

Stefano Biasi, Giovanni Donati, Alessio Lugnan, Mattia Mancinelli, Emiliano Staffoli, Lorenzo Pavesi

CoRR, 2023

Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network.

Emiliano Staffoli, Davide Bazzanella, Stefano Biasi, Giovanni Donati, Mattia Mancinelli, Paolo Bettotti, Lorenzo Pavesi

CoRR, 2023

Smart Fault Dictionary for Active Magnetic Bearings Systems.

Michele Basso, Giovanni Donati, Marco Mugnaini

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

A simulation tool for sensor selection in AMB rotor supported systems.

Michele Basso, Giovanni Donati, Marco Mugnaini

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023