Prediction of basic turnout rail straightening with a neural network

Abstract The main factors affecting the rebound of a switch rail in the straightening process are analysed and used as the input data of a neural network. An experimental group is designed, finite element simulation is carried out, and the data results are used to train the designed neural network t...

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Bibliographic Details
Main Authors: Chunjiang Liu, Zhikui Dong, Xinyu Hou, Nanbing Qiao, Yongkuan Sun, Xiangdong Qi
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-74652-6