Design optimisation of railway pantograph-catenary systems with multiple objectives

被引:12
|
作者
Wang, Hanlei [1 ]
Zheng, Dingyang [2 ]
Huang, Pu [2 ]
Yan, Wenyi [1 ]
机构
[1] Monash Univ, Dept Mech & Aerosp Engn, Clayton, Australia
[2] Monash Univ, Inst Railway Technol, Clayton, Australia
基金
澳大利亚研究理事会;
关键词
Railway catenary; pantograph-catenary interaction; optimisation; multi-objective; non-dominated sorting genetic algorithm-II; PERFORMANCE; ALGORITHM;
D O I
10.1080/00423114.2022.2151921
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Both the mean contact force difference and the standard deviation of the contact force were minimised in the presented optimised design of a pantograph-catenary system for the purposes of improving of the current collection quality and the reduction of the contact wear. The non-dominated sorting genetic algorithm-II (NSGA-II) was applied to optimise the pantograph-catenary interaction system. The adopted NSGA-II algorithm was improved by avoiding repetition of FEM simulations with the duplicated input parameters and retaining only one of the duplicated results for the next generation selection. Either the catenary or the pantograph can be optimised individually by using the proposed versatile approach. In this research, the design optimisation of the catenary system was conducted first. After that, the pantograph was further optimised based on the optimised design of the catenary system. A case study indicated that the standard deviation of the contact force was reduced by 33.4% in the optimised catenary design and 39% in the optimised pantograph design, and the contact force differences were reduced by 98.3% and 99.9% in the optimised catenary design and the optimised pantograph design, respectively.
引用
收藏
页码:2953 / 2975
页数:23
相关论文
共 50 条
  • [31] Surrogate modelling of railway pantograph-catenary interaction using deep Long-Short-Term-Memory neural networks
    Song, Yang
    Wang, Hongrui
    Froseth, Gunnstein
    Navik, Petter
    Liu, Zhigang
    Ronnquist, Anders
    MECHANISM AND MACHINE THEORY, 2023, 187
  • [32] Influence of a high-speed train passing through a tunnel on pantograph aerodynamics and pantograph-catenary interaction
    Li, Ruiping
    Zhang, Weihua
    Ning, Zhou
    Liu, Binbin
    Zou, Dong
    Liu, Wei
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT, 2017, 231 (02) : 198 - 210
  • [33] Design Optimisation of Mixed Trains Catenary Systems at Different Speeds
    Wang, Hanlei
    Zheng, Dingyang
    Yan, Wenyi
    ADVANCES IN DYNAMICS OF VEHICLES ON ROADS AND TRACKS III, VOL 1, IAVSD 2023, 2025, : 307 - 313
  • [34] Developed moving mesh method for high-speed railway pantograph-catenary interaction based on nonlinear finite element procedure
    Song, Yang
    Liu, Zhigang
    Xu, Zhao
    Zhang, Jing
    INTERNATIONAL JOURNAL OF RAIL TRANSPORTATION, 2019, 7 (03) : 173 - 190
  • [35] Stochastic Monte Carlo simulations of the pantograph-catenary dynamic interaction to allow for uncertainties introduced during catenary installation
    Gregori, Santiago
    Tur, Manuel
    Enrique Tarancon, Jose
    Javier Fuenmayor, Francisco
    VEHICLE SYSTEM DYNAMICS, 2019, 57 (04) : 471 - 492
  • [36] Influence of the aerodynamic forces on the pantograph-catenary system for high-speed trains
    Pombo, J.
    Ambrosio, J.
    Pereira, M.
    Rauter, F.
    Collina, A.
    Facchinetti, A.
    VEHICLE SYSTEM DYNAMICS, 2009, 47 (11) : 1327 - 1347
  • [37] Analysis of electrical interferences related to the current collection quality in pantograph-catenary interaction
    Bucca, G.
    Collina, A.
    Manigrasso, R.
    Mapelli, F.
    Tarsitano, D.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT, 2011, 225 (F5) : 483 - 499
  • [38] A procedure for the wear prediction of collector strip and contact wire in pantograph-catenary system
    Bucca, Giuseppe
    Collina, Andrea
    WEAR, 2009, 266 (1-2) : 46 - 59
  • [39] A novel design of a compact S-shaped balance with FBG sensors for the pantograph-catenary contact force measurement
    Bocciolone, Marco
    Comolli, Lorenzo
    Crosio, Pietro
    22ND INTERNATIONAL CONFERENCE ON OPTICAL FIBER SENSORS, PTS 1-3, 2012, 8421
  • [40] Optimisation of current collection quality of high-speed pantograph-catenary system using the combination of artificial neural network and genetic algorithm
    Su, Kaixin
    Zhang, Jiawei
    Zhang, Jiwang
    Yan, Tao
    Mei, Guiming
    VEHICLE SYSTEM DYNAMICS, 2023, 61 (01) : 260 - 285