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Comparison of typical machine learning algorithms for rapid prediction of operational safety indicators for heavy-haul trains

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Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Volume 240, Issue 3, Page 830-841, June 2026.
With the expansion of heavy-haul train (HHT) configurations, the increase in axle load, and the enhancement of operating speed, the issue of longitudinal impulse during emergency braking has become increasingly prominent. Therefore, how to quickly assess ...