The synthetic dataset was developed in the Power Electronics and Electrical Drive Laboratory (Laboratório de Eletrônica de Potência e Acionamento Elétrico – LEPAC, in portuguese) at the Federal University of Espírito Santo (UFES), Brazil. The dataset was generated from a computer simulation of a three-phase squirrel cage induction motor model with the insertion of faults in the rotor, specifically broken bars. The induction motor mathematical model with broken bar fault is based on reference [1].
DOI Link:
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Documentation:
| Attachment | Size |
|---|---|
 Dataset abstract | 200.73 KB |
| Induction motor parameters | 175.65 KB |
[1] Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação,
"Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis",
IEEE Dataport,
2024. [Online]. Available: http://dx.doi.org/10.21227/5q9w-5t53. Accessed: Feb. 05, 2025.
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doi = {10.21227/5q9w-5t53},
url = {http://dx.doi.org/10.21227/5q9w-5t53},
author = {Daniel Carletti; Gabriel Braga Ladislau; Marlon Moratti do Amaral; Ronimar Espindula Volkers; Waldemar Júnior Tozi; Ramon Pereira dos Santos; Marcos Leonardo Ramos; Thiago Oliveira dos Santos; Lucas Frizera Encarnação },
publisher = {IEEE Dataport},
title = {Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis},
year = {2024} }
doi = {10.21227/5q9w-5t53},
url = {http://dx.doi.org/10.21227/5q9w-5t53},
author = {Daniel Carletti; Gabriel Braga Ladislau; Marlon Moratti do Amaral; Ronimar Espindula Volkers; Waldemar Júnior Tozi; Ramon Pereira dos Santos; Marcos Leonardo Ramos; Thiago Oliveira dos Santos; Lucas Frizera Encarnação },
publisher = {IEEE Dataport},
title = {Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis},
year = {2024} }
TY - DATA
T1 - Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis
AU - Daniel Carletti; Gabriel Braga Ladislau; Marlon Moratti do Amaral; Ronimar Espindula Volkers; Waldemar Júnior Tozi; Ramon Pereira dos Santos; Marcos Leonardo Ramos; Thiago Oliveira dos Santos; Lucas Frizera Encarnação
PY - 2024
PB - IEEE Dataport
UR - 10.21227/5q9w-5t53
ER -
T1 - Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis
AU - Daniel Carletti; Gabriel Braga Ladislau; Marlon Moratti do Amaral; Ronimar Espindula Volkers; Waldemar Júnior Tozi; Ramon Pereira dos Santos; Marcos Leonardo Ramos; Thiago Oliveira dos Santos; Lucas Frizera Encarnação
PY - 2024
PB - IEEE Dataport
UR - 10.21227/5q9w-5t53
ER -
Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação.
(2024).
Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis.
IEEE Dataport.
http://dx.doi.org/10.21227/5q9w-5t53
Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação,
2024.
Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis.
Available at:
http://dx.doi.org/10.21227/5q9w-5t53.
Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação.
(2024).
"Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis."
Web.
1. Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação.
Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis [Internet].
IEEE Dataport; 2024.
Available from :
http://dx.doi.org/10.21227/5q9w-5t53
Daniel Carletti, Gabriel Braga Ladislau, Marlon Moratti do Amaral, Ronimar Espindula Volkers, Waldemar Júnior Tozi, Ramon Pereira dos Santos, Marcos Leonardo Ramos, Thiago Oliveira dos Santos, Lucas Frizera Encarnação.
"Synthetic Dataset for Induction Motor Broken Rotor Bar Analysis."
doi:
10.21227/5q9w-5t53