A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings

Advanced Modeling and Simulation in Engineering Sciences

Table 1 A review of the available use cases in this work

Use case	Tension Amplitude	Shape form	Frequency	Train/Test
1	40V	Ramp	None	Train
2	40V	Sin	1Hz	Train
3	40V	Sin	5Hz	Train
4	40V	Step	None	Train
5	70V	Vdc	3Hz	Train
6	100V	Double step	None	Train
7	100V	Vdc	6Hz	Train
8	100V	Vdc+step	None	Train
9	300V	Double step	None	Train
10	300V	Vdc	3Hz	Train
11	100V	Vdc+slope	3Hz	Test
12	300V	Vdc	5Hz	Test
13	300V	Vdc+slope	6Hz	Test
14	300V	Vdc+step	None	Test