@inproceedings{cab5a19ae6df4a96ba4a9084de23bcdb,
title = "A Novel Three-Dimensional Train Safe Braking Model Based on Train-To-Train Communication",
abstract = "The flaws of the traditional train safety-braking model in the design of the train-to-train communication train control system are analyzed, and a novel three-dimensional safe braking model based on the dynamic speed of leading and following trains is proposed in order to study the next generation train automatic control system based on train-to-train communication. The envelope surface and space concept of the three-dimensional safe braking model was established, and the envelope space of the three-dimensional safe braking model has been calculated using two leading train strategies: motionless and running. The BP neural network PID control method is used to simulate train tracking performance based on the three-dimensional safety braking model. The simulation results show that the safe operation envelope of the three-dimensional safe braking model of train-to-train communication mode is increased by more than 56.4\% compared with the traditional model. Finally, the simulation results have been verified on-site through the Beijing Capital Airport Line, and the shortest 60 m limit tracking distance was successfully achieved.",
keywords = "Neural network, Rail transit, Safe braking model, Safe operation envelope, Tracking distance, Train-to-Train communication",
author = "Jie Wang and Jin Xiao and Hu, \{Xiao Guang\}",
note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; International Conference on Guidance, Navigation and Control, ICGNC 2022 ; Conference date: 05-08-2022 Through 07-08-2022",
year = "2023",
doi = "10.1007/978-981-19-6613-2\_40",
language = "英语",
isbn = "9789811966125",
series = "Lecture Notes in Electrical Engineering",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "394--403",
editor = "Liang Yan and Haibin Duan and Yimin Deng and Liang Yan",
booktitle = "Advances in Guidance, Navigation and Control - Proceedings of 2022 International Conference on Guidance, Navigation and Control",
address = "德国",
}