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
  • [1] Design of Pantograph-Catenary Systems by Simulation
    Bobillot, A.
    Massat, J. -P.
    Mentel, J. -P.
    PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL STRUCTURES TECHNOLOGY, 2010, 93
  • [2] Pantograph-catenary interaction in curved railway tracks
    Ambrosio, J.
    Antunes, P.
    Pombo, J.
    Facchinetti, A.
    ADVANCES IN ENGINEERING MATERIALS, STRUCTURES AND SYSTEMS: INNOVATIONS, MECHANICS AND APPLICATIONS, 2019, : 1791 - 1798
  • [3] An Investigation of Pantograph Parameter Effects for Pantograph-Catenary Systems
    Karakose, Ebru
    Genoglu, Muhsin Tunay
    2014 IEEE INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA 2014), 2014, : 338 - 343
  • [4] Extended Black-Box Model of Pantograph-Catenary Detachment Arc Considering Pantograph-Catenary Dynamics in Electrified Railway
    Liu, Zhigang
    Zhou, Hongyi
    Huang, Ke
    Song, Yang
    Zheng, Zongsheng
    Cheng, Ye
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (01) : 776 - 785
  • [5] Assessment of railway pantograph-catenary interaction performance with realistic pantograph strip imperfection
    Song, Yang
    Mei, Guiming
    Liu, Zhigang
    Gao, Shibin
    VEHICLE SYSTEM DYNAMICS, 2024, 62 (09) : 2355 - 2374
  • [6] Unsteady aerodynamic forces on a railway pantograph and their influence on pantograph-catenary dynamic interaction
    Carnevale, M.
    Facchinetti, A.
    Robustelli, F.
    Rocchi, D.
    DYNAMICS OF VEHICLES ON ROADS AND TRACKS, VOL 2, 2018, : 1259 - 1265
  • [7] Pantograph-catenary are test apparatus for high-speed railway
    WU Jie
    WU Guangning
    GAO Guoqiang
    ZHU Guangya
    HAO Jing
    ZHU Ningjun
    ZHOU Yue
    Instrumentation, 2014, 1 (02) : 60 - 66
  • [8] Simulation of Fuzzy Control Applied to a Railway Pantograph-Catenary System
    Walters, Simon
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II, 2010, 6277 : 322 - 330
  • [9] Backstepping Controller Design for Pantograph-Catenary System
    Liu, Zhi
    Liu, Yicheng
    Zhou, Ning
    Zou, Dong
    Tu, Haiyan
    3RD INTERNATIONAL CONFERENCE ON AUTOMATION, CONTROL AND ROBOTICS ENGINEERING (CACRE 2018), 2018, 428
  • [10] Electrical characteristics on pantograph-catenary arc during pantograph rising in high speed railway
    Gao G.
    Hao J.
    Gu Z.
    Wu G.
    Gaodianya Jishu/High Voltage Engineering, 2016, 42 (11): : 3569 - 3575