Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters

Samuela Rokocakau, Farnoush Shamsazad, Giulia Tresca, Pericle Zanchetta, Giansalvo Cirrincione, Maurizio Cirrincione

Open source

DOI
10.1109/ecce58356.2025.11260335
Published
2025-10-19
Container
2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)
Publisher
IEEE
Open access
unknown

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BibTeX

@article{allodium:10.1109/ecce58356.2025.11260335,
  title = {Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters},
  author = {Samuela Rokocakau and Farnoush Shamsazad and Giulia Tresca and Pericle Zanchetta and Giansalvo Cirrincione and Maurizio Cirrincione},
  year = {2025},
  journal = {2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)},
  doi = {10.1109/ecce58356.2025.11260335},
  url = {https://doi.org/10.1109/ecce58356.2025.11260335}
}

RIS

TY  - JOUR
TI  - Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters
AU  - Samuela Rokocakau
AU  - Farnoush Shamsazad
AU  - Giulia Tresca
AU  - Pericle Zanchetta
AU  - Giansalvo Cirrincione
AU  - Maurizio Cirrincione
PY  - 2025
JO  - 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)
DO  - 10.1109/ecce58356.2025.11260335
UR  - https://doi.org/10.1109/ecce58356.2025.11260335
ER  - 

APA

Rokocakau, S., Shamsazad, F., Tresca, G., Zanchetta, P., Cirrincione, G., & Cirrincione, M. (2025). Positional Embedding Comparison for Improved 1-D Convolutional Transformer Hybrid Neural Network Fault Diagnosis on Power Converters. 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE). https://doi.org/10.1109/ecce58356.2025.11260335

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