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Rail break and derailment prediction using Probabilistic Graphical Modelling. (arXiv:2208.11940v1 [cs.LG])
Aug. 26, 2022, 1:10 a.m. | Rebecca M.C. Taylor, Johan A. du Preez
cs.LG updates on arXiv.org arxiv.org
Rail breaks are one of the most common causes of derailments internationally.
This is no different for the South African Iron Ore line. Many rail breaks
occur as a heavy-haul train passes over a crack, large defect or defective
weld. In such cases, it is usually too late for the train to slow down in time
to prevent a de-railment. Knowing the risk of a rail break occurring associated
with a train passing over a section of rail allows for …
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