• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 57 Issue 5
Oct.  2022
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Article Contents
LIN Shan, CHEN Jigang, BU Lifeng, ZHANG Wei, CHENG Hongbo. Construction and Application of Intelligent Programming Model for Catenary Maintenance Plan[J]. Journal of Southwest Jiaotong University, 2022, 57(5): 960-966. doi: 10.3969/j.issn.0258-2724.20210034
Citation: LIN Shan, CHEN Jigang, BU Lifeng, ZHANG Wei, CHENG Hongbo. Construction and Application of Intelligent Programming Model for Catenary Maintenance Plan[J]. Journal of Southwest Jiaotong University, 2022, 57(5): 960-966. doi: 10.3969/j.issn.0258-2724.20210034

Construction and Application of Intelligent Programming Model for Catenary Maintenance Plan

doi: 10.3969/j.issn.0258-2724.20210034
  • Received Date: 13 Jan 2021
  • Rev Recd Date: 05 Aug 2021
  • Available Online: 02 Sep 2022
  • Publish Date: 20 Oct 2021
  • As manual compilation on the maintenance plan of catenary systems is low efficient and hard to optimize, it is converted into a plan optimization problem. An automatic compilation model of catenary maintenance plans is established on the basis of elastic period interval. It uses the integer programming method, considers the continuity of catenary maintenance operation, sets the maintenance status of equipment as the decision variable, and takes the minimal penalty cost and maintenance path cost as the optimization objective.A heuristic algorithm to solve the model is designed on the basis of the hierarchical sequence method in multi-objective planning. The case study shows that this method can realize the automatic compilation and optimization of the catenary maintenance plan, save 99.98% of compilation time and 33.16% of inspection path in comparison with manual work, and improve the compilation efficiency and performance of catenary maintenance plans.

     

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  • [1]
    郭然,韩宝明,王福田. 整数型铁路线路养护维修计划优化模型[J]. 交通运输系统工程与信息,2013,13(4): 149-156. doi: 10.3969/j.issn.1009-6744.2013.04.022

    GUO Ran, HAN Baoming, WANG Futian. Integral optimization model for4 scheduling railway maintenance[J]. Journal of Transportation Systems Engineering and Information Technology, 2013, 13(4): 149-156. doi: 10.3969/j.issn.1009-6744.2013.04.022
    [2]
    KIM K D, KIM S S, NAM D H, et al. Railway track maintenance scheduling using artificial bee colony and harmony search[J]. Journal of Sensor Science and Technology, 2016, 25(2): 91-102. doi: 10.5369/JSST.2016.25.2.91
    [3]
    赵金观,朱志国. 基于解体顺序的编组站到解作业计划自动化编制研究[J]. 铁道科学与工程学报,2015,12(6): 1507-1512. doi: 10.3969/j.issn.1672-7029.2015.06.038

    ZHAO Jinguan, ZHU Zhiguo. Research on the utilizing of up-and-down lines and locomotives in marshalling station based on the disassembling sequences[J]. Journal of Railway Science and Engineering, 2015, 12(6): 1507-1512. doi: 10.3969/j.issn.1672-7029.2015.06.038
    [4]
    ZHAO M. The application of the automatic system of breaking up plan in Wuhan North Railway Station[J]. Railway Transport and Economy, 2011, 38(8): 42-44.
    [5]
    王忠凯,史天运,张惟皎,等. 动车运用所调车作业计划优化编制模型与算法[J]. 铁道学报,2013,35(8): 1-9. doi: 10.3969/j.issn.1001-8360.2013.08.001

    WANG Zhongkai, SHI Tianyun, ZHANG Weijiao, et al. Model and algorithm for optimized formulation of scheduled shunting operation plans of electric multiple units depots[J]. Journal of the China Railway Society, 2013, 35(8): 1-9. doi: 10.3969/j.issn.1001-8360.2013.08.001
    [6]
    张英贵,王海凤,雷定猷,等. 铁路客运站候车室运用计划编制优化方法[J]. 铁道科学与工程学报,2018,15(5): 1333-1340. doi: 10.3969/j.issn.1672-7029.2018.05.032

    ZHANG Yinggui, WANG Haifeng, LEI Dingyou, et al. Waiting rooms utilization arrangement optimization in railway passenger stations[J]. Journal of Railway Science and Engineering, 2018, 15(5): 1333-1340. doi: 10.3969/j.issn.1672-7029.2018.05.032
    [7]
    王玘. 基于健康状态的高速铁路牵引供电系统主动维护策略研究[D]. 成都: 西南交通大学, 2018.
    [8]
    郭尚坤. 浅谈基于PHM技术的高速铁路接触网设备维修策略[J]. 电气化铁道,2019,30(6): 86-89. doi: 10.19587/j.cnki.1007-936x.2019.06.021

    GUO Shangkun. Maintenance strategy of high speed railway catenary equipment based on PHM technology[J]. Electric Railway, 2019, 30(6): 86-89. doi: 10.19587/j.cnki.1007-936x.2019.06.021
    [9]
    YU G L, SU H S. Optimization of maintenance strategy for high-speed railway catenary system based on multistate model[J]. Journal of Measurement Science and Instrumentation, 2019, 10(4): 348-360.
    [10]
    孙楠楠. 以可靠性为中心的高铁接触网预防性机会维修研究[D]. 南昌: 华东交通大学, 2018.
    [11]
    刘家军,刘俊玲,杨瀚鹏. 基于ID3决策树算法接触网检修方案的研究[J]. 电气工程学报,2020,15(2): 78-84. doi: 10.11985/2020.02.011

    LIU Jiajun, LIU Junling, YANG Hanpeng. Research on catenary maintenance scheme based on ID3 decision tree algorithm[J]. Journal of Electrical Engineering, 2020, 15(2): 78-84. doi: 10.11985/2020.02.011
    [12]
    徐学平,高睿,程宏波,等. 高速铁路接触网生产任务可视化管理系统研究[J]. 中国铁路,2020(4): 87-92. doi: 10.19549/j.issn.1001-683x.2020.04.087

    XU Xueping, GAO Rui, CHENG Hongbo, et al. Study of visualized system for management of OCS equipment for HSR[J]. China Railway, 2020(4): 87-92. doi: 10.19549/j.issn.1001-683x.2020.04.087
    [13]
    陈绍宽,王秀丹,柏赟,等. 基于费用最小的铁路牵引接触网维修计划优化模型[J]. 铁道学报,2013,35(12): 37-42. doi: 10.3969/j.issn.1001-8360.2013.12.006

    CHEN Shaokuan, WANG Xiudan, BAI Yun, et al. Lowest costs-based optimum maintenance scheduling model for catenaries of railways[J]. Journal of the China Railway Society, 2013, 35(12): 37-42. doi: 10.3969/j.issn.1001-8360.2013.12.006
    [14]
    刘琛,陈民武,宋雅琳,等. 高速铁路接触网系统风险评估与维修计划优化[J]. 铁道科学与工程学报,2017,14(2): 205-213. doi: 10.3969/j.issn.1672-7029.2017.02.001

    LIU Chen, CHEN Minwu, SONG Yalin, et al. Research on optimization of maintenance plan for high-speed railway catenary system based on risk assessment[J]. Journal of Railway Science and Engineering, 2017, 14(2): 205-213. doi: 10.3969/j.issn.1672-7029.2017.02.001
    [15]
    中国铁路总公司. 普速铁路接触网运行维修规则: TG/GD116—2017[S]. 北京: 中国铁道出版社, 2017.
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