Multi-objective optimisation of high-speed rail profile with small radius curve based on NSGA-II Algorithm

平滑度 多目标优化 半径 工程类 研磨 算法 结构工程 汽车工程 计算机科学 机械工程 数学优化 数学 计算机安全 数学分析
作者
Guofang Li,Xing Li,Meng Li,Na Tong,Shaopei Wu,Wangcai Ding
出处
期刊:Vehicle System Dynamics [Taylor & Francis]
卷期号:61 (12): 3111-3135 被引量:4
标识
DOI:10.1080/00423114.2022.2158878
摘要

The multi-objective optimisation of high-speed rail profile with small radius curve is studied in the paper. A multi-objective mathematical model for rail profile optimisation of high-speed railway is established. The CN60 rail profile is parameterised into a series of generalised functions of design variables. In order to guarantee the smoothness of the rail profile and meet the maximum grinding depth of rail in China, the constraints are employed. The wheel-rail vertical clearance and equivalent conicity of wheelset are taken as objective functions, and a rail wear prediction programme is compiled. Contact line method is employed to complete the detection algorithm of wheel-rail contact points. Finally, NSGA-II Algorithm is adopted to solve the Pareto-optimal front of the optimisation model. A set of solutions are retrieved from the Pareto optimal front solution as the optimised profile. The optimised rail profile and the original rail profile are matched with the LMA wheel profile (a certain worn type of wheel profiles for EMU in China) respectively. It is testified that the rail profile could effectively reduce the rail wear and improve curving performance. The new method proposed in this paper can provide some reference for the optimisation design of high-speed rail profile with small radius curve.
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