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Temperature estimation of vehicle electric drive system based on machine learning algorithm

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Volume 240, Issue 5, Page 2788-2804, April 2026.
The high temperatures of electric drive system (EDS) will affect the performance and reliability of the EDS, so it is integral to estimate the temperature of the EDS, avoiding too high temperature of the EDS. A prerequisite for the optimization of an ...