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Research review of the protection and operation technology for virtually coupled train sets in metros

  • TANG Tao ,
  • LUO Xiaolin ,
  • LIU Hongjie ,
  • ZHANG Yanbing
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  • 1. State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing 100044, China
    2. School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China
    3. National Engineering Research Center of Rail Transportation Operation and Control System, Beijing Jiaotong University, Beijing 100044, China

Received date: 2022-12-27

  Revised date: 2023-03-15

  Online published: 2023-06-26

Abstract

Metros have the problems of passenger crowding during the peak hours and waste of transport capacity during the non-rush hours. Virtual coupling (VC) is expected to be a good solution to this problem, by which train formation can be dynamically adjusted, thus the line capacity is adjusted. This paper introduces the concept and relevant research of VC, and the existing problems and possible solutions are presented. Train protection and operation control methods are two most important problems among them. For the former, although relative braking distance principle is adopted, the space-time relationship between successive trains is omitted, thus, a space-time-separation-based train protection principle is proposed in this paper; for the latter, most of the existing studies only focus on the cruising control of VC, while the problem of non-synchronous parking that exists in the process of VC arrival at a station is wrongly ignored, which is particularly important in metros, a cooperative-control-based train following method is presented to solve this problem. This paper can provide a reference for readers to understand the development trend of virtual coupling technology in metros and to engage in relevant research.

Cite this article

TANG Tao , LUO Xiaolin , LIU Hongjie , ZHANG Yanbing . Research review of the protection and operation technology for virtually coupled train sets in metros[J]. Science & Technology Review, 2023 , 41(10) : 31 -42 . DOI: 10.3981/j.issn.1000-7857.2023.10.003

References

[1] 中国共产党中央委员会, 中华人民共和国国务院 . 交通强国建设纲要[A]. 北京: 中国共产党中央委员会, 中华人民共和国国务院, 2019.
[2] 中国城市轨道交通协会. 中国城市轨道交通智慧城轨发展纲要[J]. 城市轨道交通, 2020(4): 8-23.
[3] 中国城市轨道交通协会. 中国城市轨道交通绿色城轨发展行动方案[J]. 城市轨道交通, 2022(8): 20-35.
[4] 施仲衡, 丁树奎 . 城市轨道交通绿色低碳发展策略[J].都市快轨交通, 2022, 35(1): 1-4, 11.
[5] Bock U, Varchmin J U. Enhancement of the occupancy of railroads using virtually coupled train formations[C]//World Congress on Railway Research (WCRR). Tokoyo. 1999: 1-7.
[6] Song H F, Schnieder E. Availability and performance analysis of train-to-train data communication system[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(7): 2786-2795.
[7] Song H F, Gao S G, Li Y D, et al. Train-centric communication based autonomous train control system[J]. IEEE Transactions on Intelligent Vehicles, 2023, 8(1): 721-731.
[8] Neri A, Rispoli F, Salvatori P. A GNSS based solution for supporting virtual block operations in train control systems[C]//2015 International Association of Institutes of Navigation World Congress (IAIN). Piscataway: IEEE, 2015, doi: 10.1109/IAIN.2015.7352253.
[9] Fantechi A, Gnesi S, Gori G. Future train control systems: Challenges for dependability assessment[C]//International Symposium on Leveraging Applications of Formal Methods. Cham: Springer, 2022: 269-285.
[10] Rail Safety and Standard Board (RSSB). Closer running (reduced headways): preparing a road map to further develop the closer running concept [R]. London: RSSB, 2016.
[11] Shift2Rail. Annual work plan 2016[R]. Brussels, Belgium: Shift2Rail, , 2016.
[12] Shift2Rail. CONNECTA[EB/OL]. [2022-12-01]. https://projects.shift2rail.org/s2r_ip1_n.aspx?p=CONNECTA.
[13] Shift2Rail. X2RAIL1[EB/OL]. [2022-12-01]. https://projects.shift2rail.org/s2r_ip2_n.aspx?p=X2RAIL-1.
[14] Shift2Rail. MOVINGRAIL[EB/OL]. [2022-12-01]. https://projects.shift2rail.org/s2r_projects.aspx.
[15] AVP Technology. Virtual coupling technology[EB/OL].[2022-12-01]. https://avpt. ru/en/products/product-line-for-freight-trains-electrical- locomotives/ virtual-coupling-technology/.
[16] Quaglietta E, Spartalis P, Wang M, et al. Modelling and analysis of Virtual Coupling with dynamic safety margin considering risk factors in railway operations[J]. Journal of Rail Transport Planning & Management, 2022, 22: 100313.
[17] Aoun J, Quaglietta E, Goverde R M P, et al. A hybrid Delphi-AHP multi-criteria analysis of moving block and virtual coupling railway signalling[J]. Transportation Research Part C: Emerging Technologies, 2021, 129: 103250.
[18] Nold M, Corman F. Dynamic train unit coupling and decoupling at cruising speed: Systematic classification, operational potentials, and research agenda[J]. Journal of Rail Transport Planning & Management, 2021, 18: 100241.
[19] 杨安安, 孙继营, 汪波, 等 . 基于虚拟编组技术的大小交路列车开行方案优化[J]. 北京交通大学学报, 2022, 46(4): 9-14.
[20] 赵兴东, 张蕾, 谢莎婷, 等 . 基于虚拟编组技术的首都机场线列车开行方案研究[J]. 现代城市轨道交通, 2022(4): 59-65.
[21] 白佳薇, 张琦, 鲁放. 城市轨道交通虚拟编组列车快慢车组织方案研究[J]. 都市快轨交通, 2022, 35(1): 126-133.
[22] Gallo F, Febbraro A D, Giglio D, et al. A mathematical programming model for the management of carriages in virtually coupled trains[C]//2020 IEEE 23rd International Conference on Intelligent Transportation Systems(ITSC). Piscataway: IEEE, 2020: 1-6.
[23] Park J, Lee B H, Eun Y. Virtual coupling of railway vehicles: Gap reference for merge and separation, robust control, and position measurement[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(2): 1085-1096.
[24] Di Meo C, Di Vaio M, Flammini F, et al. ERTMS/ETCS virtual coupling: Proof of concept and numerical analysis[J]. IEEE Transactions on Intelligent Transportation Systems, 2020, 21(6): 2545-2556.
[25] Zhang Z X, Song H F, Wang H W, et al. Cooperative multi-scenario departure control for virtual coupling trains: A fixed-time approach[J]. IEEE Transactions on Vehicular Technology, 2021, 70(9): 8545-8555.
[26] Wang Q, Chai M, Liu H J, et al. Optimized control of virtual coupling at junctions: A cooperative game-based approach[J]. Actuators, 2021, 10(9): 207.
[27] Quaglietta E, Wang M, Goverde R M P. A multi-state train-following model for the analysis of virtual coupling railway operations[J]. Journal of Rail Transport Planning & Management, 2020, 15: 100195.
[28] Xun J, Li Y Y, Liu R H, et al. A survey on control methods for virtual coupling in railway operation[J]. IEEE Open Journal of Intelligent Transportation Systems, 2022, 3: 838-855.
[29] 唐 涛 . 铁 路 区 间 闭 塞 [EB/OL]. 中 国 大 百 科 全 书 . [2022-12-01] https://www.zgbk.com/ecph/words?SiteID=1&ID=118874&SubID=10 2467.
[30] Woodland D. Optimisation of automatic train protection systems[D]. Sheffield: University of Sheffield, 2005.
[31] 宁滨 . 轨道交通系统中的列车运行追踪模型及交通流特性研究[D]. 北京: 北京交通大学, 2005.
[32] 宋志丹, 徐效宁, 李辉, 等 . 面向虚拟编组的列控技术研究[J]. 铁道标准设计, 2019, 63(6): 155-159.
[33] Wang J, Liu H, Tang T, et al. A Space-time interval based protection method for virtual coupling[C]//2022 China Automation Congress (CAC). Beijing: Chinese Association of Automation, 2022: 4906-4911.
[34] Zhou Q, Zhang C Y, Bao F, et al. The safety braking protection model of virtually coupled train platoon in subway[C]// 2020 10th Institute of Electrical and Electronics Engineers International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). Piscataway: IEEE Press, 2020: 401-406.
[35] Xun J, Chen M L, Liu Y F, et al. An overspeed protection mechanism for virtual coupling in railway[J]. IEEE Access, 2020, 8: 187400-187410.
[36] Su S, Liu W T, Zhu Q Y, et al. A cooperative collision-avoidance control methodology for virtual coupling trains[J]. Accident Analysis & Prevention, 2022, 173: 106703.
[37] Li S E, Zheng Y, Li K Q, et al. Dynamical modeling and distributed control of connected and automated vehicles: Challenges and opportunities[J]. IEEE Intelligent Transportation Systems Magazine, 2017, 9(3): 46-58.
[38] Feng S, Zhang Y, Li S E, et al. String stability for vehicular platoon control: Definitions and analysis methods[J]. Annual Reviews in Control, 2019, 47: 81-97.
[39] Wang Z R, Bian Y G, Shladover S E, et al. A survey on cooperative longitudinal motion control of multiple connected and automated vehicles[J]. IEEE Intelligent Transportation Systems Magazine, 2020, 12(1): 4-24.
[40] Felez J, Kim Y, Borrelli F. A model predictive control approach for virtual coupling in railways[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(7): 2728-2739.
[41] Liu Y F, Liu R H, Wei C F, et al. Distributed model predictive control strategy for constrained high-speed virtually coupled train set[J]. IEEE Transactions on Vehicular Technology, 2022, 71(1): 171-183.
[42] Liu Y F, Zhou Y, Su S, et al. Control strategy for stable formation of high-speed virtually coupled trains with disturbances and delays[J]. Computer-Aided Civil and Infrastructure Engineering, 2022, 38(5), doi: 10.1111/ mice.12873.
[43] Luo X L, Tang T, Liu H J, et al. An adaptive model predictive control system for virtual coupling in metros[J]. Actuators, 2021, 10(8):178.
[44] Chai M, Su H X, Liu H J. Long short-term memory-based model predictive control for virtual coupling in railways[J]. Wireless Communications and Mobile Computing, 2022, 2022: 1-17.
[45] Liu Y F, Zhou Y, Su S, et al. An analytical optimal control approach for virtually coupled high-speed trains with local and string stability[J]. Transportation Research Part C: Emerging Technologies, 2021, 125: 102886.
[46] 张小林, 赵磊 . 模型预测控制在轨道交通虚拟耦合列控系统中的应用[J]. 城市轨道交通研究, 2021, 24(10): 233-237.
[47] Luo X L, Liu H J, Wang J Y, et al. Arrival time difference in virtually coupled train set: Cause and solution
[C]// 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Piscataway: IEEE, 2022: 474-479.
[48] Luo X L, Liu H J, Zhang L, et al. A model predictive control based inter-station driving strategy for virtual coupling trains in railway system[C]//2021 IEEE International Intelligent Transportation Systems Conference (ITSC). Piscataway: IEEE, 2021: 3927-3932.
[49] Lang Y H, Liu H J, Luo X L, et al. DQN-based speed curve optimization for virtual coupling[C]//2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). Piscataway: IEEE, 2022: 1758-1763.
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