Volume 41 Issue 2
Apr.  2023
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LI Yina, MENG Xuelei, QIN Yongsheng, HAN Zheng, WANG Yue. A Method for Developing Operation Plans of Community Railways under the Condition of Multi-network Integration[J]. Journal of Transport Information and Safety, 2023, 41(2): 129-138. doi: 10.3963/j.jssn.1674-4861.2023.02.014
Citation: LI Yina, MENG Xuelei, QIN Yongsheng, HAN Zheng, WANG Yue. A Method for Developing Operation Plans of Community Railways under the Condition of Multi-network Integration[J]. Journal of Transport Information and Safety, 2023, 41(2): 129-138. doi: 10.3963/j.jssn.1674-4861.2023.02.014

A Method for Developing Operation Plans of Community Railways under the Condition of Multi-network Integration

doi: 10.3963/j.jssn.1674-4861.2023.02.014
  • Received Date: 2022-06-28
    Available Online: 2023-06-19
  • A method for developing operation plans of community railways under the condition of multi-network integration is studied, in order to match arrival-departure time sequence and capacity between community railways and other types of railways. The flows of cross-mode transfer are considered and divided according to its time distribution and the value of time of passengers. A multi-objective nonlinear integer programming model, whose objective is to minimize train operation cost, generalized total travel cost of passengers, and the short-term impact of cross-mode transfer on the studied railway line, is developed with the constraints of load rate, capacity, time interval, arrival-departure time of trains and coordination of transfers of passengers. A linear weighted method is used to convert the multi-objective problem into a single-objective one. An improved Harris Hawks optimization, where a fuzzy elitism strategy and a nonlinear escape energy updating strategy are introduced, is designed to avoid local optimum solution, and improve the quality of solution. The data from Line S1 railway of the City of Taizhou and its connecting high-speed railways is taken as the case study. Study results show that the value of the objective function of the model decreases by 36.7%, compared with its initial solution. Compared with the benchmark Harris Hawks optimization, the train operation cost, the total generalized travel cost, and generalized objective of the model decreases by 8.09%, 7.04%, and 7.56%, respectively. These results prove that the designed algorithm is suitable and has a higher accuracy. Within the proposed model, train capacity and efficiency of passenger transfer in different time periods have been taken into account in the model, which is helpful to improve the coordination among different railway lines under the condition of multi-network integration.

     

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  • [1]
    李得伟, 韩宝明, 李晓娟, 等. 基于节点服务的高速铁路列车停站方案优化模型[J]. 铁道学报, 2013, 35(6): 1-5. https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201306002.htm

    LI D W, HAN B M, LI X J, et al. High-speed railway stopping schedule optimization model based on node service[J]. Journal of the China Railway Society, 2013, 35(6): 1-5. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201306002.htm
    [2]
    秦永胜, 孟学雷, 沈发才, 等. 基于动车组接续的高速铁路列车停站方案设计研究[J]. 铁道科学与工程学报, 2021, 18(9): 2271-2279. doi: 10.19713/j.cnki.43-1423/u.T20200967

    QIN Y S, MENG X L, SHEN F C, et al. Research on the stopping plan design of high-speed railway train based on EMU connection[J]. Journal of Railway Science and Engineering, 2021, 18(9): 2271-2279. (in Chinese) doi: 10.19713/j.cnki.43-1423/u.T20200967
    [3]
    牛丰, 戚建国, 秦进. 基于不确定客流的高速铁路列车停站方案优化方法[J]. 铁道学报, 2016, 38(7): 1-7. https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201607001.htm

    NIU F, QI J G, QIN J. Optimization model for train stopping plan on high-speed railway corridor with uncertain passenger demands[J]. Journal of the China Railway Society, 2016, 38(7): 1-7. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201607001.htm
    [4]
    QI J G, YANG L X, DI Z, et al. Integrated optimization for train operation zone and stop plan with passenger distributions[J]. Transportation Research Part E: Logistics and Transportation Review, 2018(109): 151-173.
    [5]
    PARBO J, NIELSEN O A, PRATO C G. Reducing passengers'travel time by optimising stopping patterns in a large-scale network: a casestudy in the Copenhagen re-gion[J]. Transportation Research Part A: Policy and Practice, 2018(113): 197-212.
    [6]
    YUE Y X, WANG S F, ZHOU L S, et al. Optimizing train stopping patterns and schedules for high-speed passenger rail corridors[J]. Transportation Research Part C: Emerging Technologies, 2016, 63(2): 126-146.
    [7]
    YANG L X, QI J G, LI S K, et al. Collaborative optimization for train scheduling and train stop planning on high-speed railways[J]. Omega, 2016(64): 57-76.
    [8]
    廖勇. 公交化城际列车开行间隔优化[J]. 铁道学报, 2010, 32(1): 8-12. https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201001001.htm

    LIAO Y. The headway optimization of intercity trains of mass transit type[J]. Journal of the China Railway Society, 2010, 32(1): 8-12. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB201001001.htm
    [9]
    史峰, 李彦霖, 胡心磊, 等. 面向服务水平的高速铁路列车开行方案优化[J]. 中国铁道科学, 2018, 39(5): 127-136. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTK201805018.htm

    SHI F, LI Y L, HU X L, et al. Service level oriented optimization of train operation plan for high speed railway[J]. China Railway Science, 2018, 39(5): 127-136. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTK201805018.htm
    [10]
    苏焕银, 史峰, 邓连波, 等. 面向时变需求的高速铁路列车开行方案优化方法[J]. 交通运输系统工程与信息, 2016, 16(5): 110-116+135. https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT201605017.htm

    SU H Y, SHI F, DENG L B, et al. Time-dependent demand oriented line planning optimization for the high-speed railway[J]. Journal of Transportation Systems Engineering and Information Technology, 2016, 16(5): 110-116+135. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT201605017.htm
    [11]
    秦进, 谭宇超, 张威, 等. 基于时空网络的城际高速铁路列车开行方案优化方法[J]. 铁道学报, 2020, 42(2): 1-10. https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB202002001.htm

    QIN J, TAN Y C, ZHANG W, et al. Train planning optimization for intercity railway based on space-time network[J]. Journal of the China Railway Society, 2020, 42(2): 1-10. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TDXB202002001.htm
    [12]
    张春田, 戚建国, 杨立兴, 等. 基于不确定旅客需求的高速铁路鲁棒列车开行方案研究[J]. 交通运输系统工程与信息, 2022, 22(1): 115-123. https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT202201013.htm

    ZHANG C T, QI J G, YANG L X, et al. Robust train operation plan based on uncertain passenger demands for high-speed railway corridors[J]. Journal of Transportation Systems Engineering and Information Technology, 2022, 22(1): 115-123. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT202201013.htm
    [13]
    DONG X L, LI D W, YIN Y H, et al. Integrated optimization of train stop planning and timetabling for commuter railways with an extended adaptive large neighborhood search metaheuristic approach[J]. Transportation Research Part C: Emerging Technologies, 2020(117): 102681.
    [14]
    林立, 孟学雷, 宋仲仲. 考虑区域协调性的城际列车开行方案优化[J]. 计算机应用, 2019, 39(2): 598-603. https://www.cnki.com.cn/Article/CJFDTOTAL-JSJY201902050.htm

    LIN L, MENG X L, SONG Z Z. Optimization of intercity train operation plan considering regional coordination[J]. Journal of Computer Applications, 2019, 39(2): 598-603. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JSJY201902050.htm
    [15]
    赵欣苗. 城市轨道交通市域线快慢车开行方案优化研究[D]. 北京: 北京交通大学, 2017.

    ZHAO X M. Optimization of the operational schemes with express/local trains on regional rail transit[D]. Beijing: Beijing Jiaotong University, 2017. (in Chinese)
    [16]
    姚国如, 侯宇菲, 顾孟琪, 等. 市域轨道交通线路快慢列车停站方案研究[J]. 交通运输研究, 2017, 3(6): 46-51, 60. https://www.cnki.com.cn/Article/CJFDTOTAL-JTBH201706007.htm

    YAO G R, HOU Y F, GU M Q, et al. Express and local train stop plan for regional rail line[J]. Transport Research, 2017, 3(6): 46-51, 60. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JTBH201706007.htm
    [17]
    代万清, 杨信丰. 基于坐席类型动态分配的旅客列车开行方案[J]. 交通信息与安全, 2021, 39(4): 134-142. doi: 10.3963/j.jssn.1674-4861.2021.04.017

    DAI W Q, YANG X F. Aplan for passenger train operation based on the dynamic allocation of seat types[J]. Journal of Transport Information and Safety, 2021, 39(4): 134-142. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2021.04.017
    [18]
    林立, 孟学雷, 程晓卿, 等. 疫情常态化防控条件下城轨列车开行方案研究[J]. 铁道科学与工程学报, 2022, 19(12): 3515-3525. https://www.cnki.com.cn/Article/CJFDTOTAL-CSTD202212006.htm

    LIN L, MENG X L, CHEN X Q, et al. Research on train operation plan of urban rail transit under the condition of normalized epidemic prevention and control[J]. Journal of Railway Science and Engineering, 2022, 19(12): 3515-3525. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-CSTD202212006.htm
    [19]
    张九龙, 王晓峰, 芦磊, 等. 若干新型智能优化算法对比分析研究[J]. 计算机科学与探索, 2022, 16(1): 88-105.

    ZHANG J L, WANG X F, LU L, et al. Analysis and research of several new intelligent optimization algorithms[J]. Journal of Frontiers of Computer Science and Technology, 2022, 16(1): 88-105. (in Chinese)
    [20]
    宿梦梦, 赵晓蕾, 赵洪銮, 等. 多策略改进哈里斯鹰算法的交通信号配时优化[J]. 计算机技术与发展, 2023, 33(1): 101-107. https://www.cnki.com.cn/Article/CJFDTOTAL-WJFZ202301016.htm

    SU M M, ZHAO X L, ZHAO H L, et al. Improvement of traffic signal timing based on Harris hawks optimization algorithm with multiple strategies[J]. Computer Technology and Development, 2023, 33(1): 101-107. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-WJFZ202301016.htm
    [21]
    刘骏鹏. 哈里斯鹰算法的改进及应用研究[D]. 浙江: 浙江大学, 2021.

    LIU J P. Research on improved harris Hawks optimization and its applications[D]. Zhejiang: Zhejiang University, 2021. (in Chinese)
    [22]
    刘勇. 台州S1线一期工程车站配线方案研究[J]. 智能城市, 2020, 6(22): 4-6. https://www.cnki.com.cn/Article/CJFDTOTAL-ZNCS202022003.htm

    LIU Y. Study on station wiring scheme of Taizhou line S1 phase I engineering[J]. Intelligent City, 2020, 6(22): 4-6. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZNCS202022003.htm
    [23]
    王昊. 多制式区域轨道交通列车开行方案协同优化技术[D]. 成都: 西南交通大学, 2020.

    WANG H. Cooperative optimization technology for train operation plan scheme of multi-format regional rail transit[D]. Chengdu: South-west Jiaotong University, 2017. (in Chinese)
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