Switching vectors of an inverter with model predictive control were collected for different conditions of an induction machine. The induction machine had a rated speed of w=3000 rpm and a rated torque of T=1.20 N·m. The switching vectors were recorded as data series for the induction machine operating at different combinations of speed and torque at healthy and faulty states. Each data series consisted of 22000 switching vectors. Inter-turn short circuit fault was introduced over 2 turns (out of 104 turns) in one phase of the machine.

DOI Link: 
10.21227/chp0-5x97
Links or DOI: 
Neural Networks Detect Inter-Turn Short Circuit Faults Using Inverter Switching Statistics
Read more

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

Documentation: 
AttachmentSize
File README.md7.31 KB
[1] Mustafa Umit Oner, İlker Şahin, Ozan Keysan, "Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/chp0-5x97. Accessed: Mar. 13, 2025.
@data{chp0-5x97-22,
doi = {10.21227/chp0-5x97},
url = {http://dx.doi.org/10.21227/chp0-5x97},
author = {Mustafa Umit Oner; İlker Şahin; Ozan Keysan },
publisher = {IEEE Dataport},
title = {Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions},
year = {2022} }
TY - DATA
T1 - Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions
AU - Mustafa Umit Oner; İlker Şahin; Ozan Keysan
PY - 2022
PB - IEEE Dataport
UR - 10.21227/chp0-5x97
ER -
Mustafa Umit Oner, İlker Şahin, Ozan Keysan. (2022). Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions. IEEE Dataport. http://dx.doi.org/10.21227/chp0-5x97
Mustafa Umit Oner, İlker Şahin, Ozan Keysan, 2022. Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions. Available at: http://dx.doi.org/10.21227/chp0-5x97.
Mustafa Umit Oner, İlker Şahin, Ozan Keysan. (2022). "Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions." Web.
1. Mustafa Umit Oner, İlker Şahin, Ozan Keysan. Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/chp0-5x97
Mustafa Umit Oner, İlker Şahin, Ozan Keysan. "Inverter Switching Vectors Data of An FCS-MPC Driven Induction Machine for Healthy and Faulty Conditions." doi: 10.21227/chp0-5x97