Electric vehicles are rapidly evolving, and a crucial aspect of their performance lies in the e-axle. High-speed e-axles offer significant benefits by enabling enhanced power delivery. These advanced drive units are designed to reduce energy consumption. The high rotational speeds achieved by these e-axles allow for reduced weight, which ultimately