Performance prediction of electronic fan and water pump of engine cooling system based on joint simulation and machine learning

Abstract The performance of fans and pumps is pivotal to the efficiency and responsiveness of the engine cooling system. In this study, a joint simulation model incorporating a detailed engine cooling system was developed and calibrated using vehicle road cycle tests, and the predictive capabilities...

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Bibliographic Details
Main Authors: Yujin Zou, Renwang Li, Honghua Pan, Xiao Sun, Jun Fu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-00313-x
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