ROKOCAKAU, SAMUELA TALEKICAKAU REVA
ROKOCAKAU, SAMUELA TALEKICAKAU REVA
DIPARTIMENTO DI INGEGNERIA INDUSTRIALE E DELL'INFORMAZIONE
A Data-Driven Fault Diagnostics Approach for Dual Active Bridge Converters
2025-01-01 Shamsazad, Farnoush; Rokocakau, Samuela; Volpini, Andrea; Tresca, Giulia; Zanchetta, Pericle
A Novel Compact Hierarchical Deep Convolutional Neural Network Architecture for Faulty Switch Detection and Localization in Power Converters
2026-01-01 Rokocakau, Samuela; Kumar, Rahul R; Tresca, Giulia; Mohammadzadeh, Behrouz; Cirrincione, Giansalvo; Zanchetta, Pericle; Frosini, Lucia; Cirrincione, Maurizio
A Novel Grid Impedance Estimation Method for Grid-Connected Inverter Systems Using LSTM Neural Networks
2025-01-01 Cossu, Simone; Shamsazad, Farnoush; Rokocakau, Samuela; Benfatto, Oriana; Tresca, Giulia; Anglani, Norma; Zanchetta, Pericle
A Novel use of 1-D Convolutional Transformer Neural Network Model in CHB Motor Drive Fault Diagnosis
2024-01-01 Rokocakau, Samuela; Tresca, Giulia; Mohammadzadeh, Behrouz; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio
An Optimized Rotational Position Encoding for 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters
2025-01-01 Rokocakau, Samuela; Tresca, Giulia; Shamsazad, Farnoush; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio
ANN-Enhanced Modulated Model Predictive Control for AC-DC Converters in Grid-Connected Battery Systems
2025-01-01 Volpini, Andrea; Rokocakau, Samuela; Tresca, Giulia; Gemma, Filippo; Zanchetta, Pericle
Fault Detection in Cascaded H-Bridge Inverters using Spectrogram Analysis and Convolutional Neural Networks
2023-01-01 Rokocakau, Samuela; Tresca, Giulia; Cirrincione, Giansalvo; Zanchetta, Pericle; Kumar, Rahul; Cirrincione, Maurizio; Frosini, Lucia
Fault Diagnosis using 1-D Convolutional Transformer Hybrid Neural Network for Cascaded H-Bridge Converters
2024-01-01 Rokocakau, Samuela; Tresca, Giulia; Mohammadzadeh, Behrouz; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio
Fault Diagnosis Using Shallow Neural Networks for Voltage Source Inverters in Motor Drives
2024-01-01 Rokocakau, Samuela; Riccio, Jacopo; Tresca, Giulia; Kumar, Rahul R.; Cirrincione, Giansalvo; Zanchetta, Pericle; Cirrincione, Maurizio
Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters
2025-01-01 Rokocakau, Samuela; Shamsazad, Farnoush; Tresca, Giulia; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Data-Driven Fault Diagnostics Approach for Dual Active Bridge Converters | 1-gen-2025 | Shamsazad, Farnoush; Rokocakau, Samuela; Volpini, Andrea; Tresca, Giulia; Zanchetta, Pericle | |
| A Novel Compact Hierarchical Deep Convolutional Neural Network Architecture for Faulty Switch Detection and Localization in Power Converters | 1-gen-2026 | Rokocakau, Samuela; Kumar, Rahul R; Tresca, Giulia; Mohammadzadeh, Behrouz; Cirrincione, Giansalvo; Zanchetta, Pericle; Frosini, Lucia; Cirrincione, Maurizio | |
| A Novel Grid Impedance Estimation Method for Grid-Connected Inverter Systems Using LSTM Neural Networks | 1-gen-2025 | Cossu, Simone; Shamsazad, Farnoush; Rokocakau, Samuela; Benfatto, Oriana; Tresca, Giulia; Anglani, Norma; Zanchetta, Pericle | |
| A Novel use of 1-D Convolutional Transformer Neural Network Model in CHB Motor Drive Fault Diagnosis | 1-gen-2024 | Rokocakau, Samuela; Tresca, Giulia; Mohammadzadeh, Behrouz; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio | |
| An Optimized Rotational Position Encoding for 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters | 1-gen-2025 | Rokocakau, Samuela; Tresca, Giulia; Shamsazad, Farnoush; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio | |
| ANN-Enhanced Modulated Model Predictive Control for AC-DC Converters in Grid-Connected Battery Systems | 1-gen-2025 | Volpini, Andrea; Rokocakau, Samuela; Tresca, Giulia; Gemma, Filippo; Zanchetta, Pericle | |
| Fault Detection in Cascaded H-Bridge Inverters using Spectrogram Analysis and Convolutional Neural Networks | 1-gen-2023 | Rokocakau, Samuela; Tresca, Giulia; Cirrincione, Giansalvo; Zanchetta, Pericle; Kumar, Rahul; Cirrincione, Maurizio; Frosini, Lucia | |
| Fault Diagnosis using 1-D Convolutional Transformer Hybrid Neural Network for Cascaded H-Bridge Converters | 1-gen-2024 | Rokocakau, Samuela; Tresca, Giulia; Mohammadzadeh, Behrouz; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio | |
| Fault Diagnosis Using Shallow Neural Networks for Voltage Source Inverters in Motor Drives | 1-gen-2024 | Rokocakau, Samuela; Riccio, Jacopo; Tresca, Giulia; Kumar, Rahul R.; Cirrincione, Giansalvo; Zanchetta, Pericle; Cirrincione, Maurizio | |
| Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters | 1-gen-2025 | Rokocakau, Samuela; Shamsazad, Farnoush; Tresca, Giulia; Zanchetta, Pericle; Cirrincione, Giansalvo; Cirrincione, Maurizio |