Taking both the total passenger waiting time and operational cost into consideration, this paper presents a mixed integer programming model to optimize a coordinated passenger inflow control strategy with collaborative train timetable for a rail corridor. A model predictive control method is developed to solve the problem of interest efficiently. Case studies validate the effectiveness of the proposed model for decreased passenger waiting time, safety risks, and system costs. Sensitivity analyses with respect to the values of time and operational cost are conducted for better application of the proposed model.
PanH.LiuZ.YangL.LiangZ.WuQ.LiS.A Column Generation-Based Approach for Integrated Vehicle and Crew Scheduling on a Single Metro Line With the Fully Automatic Operation System by Partial Supervision. Transportation Research Part E: Logistics and Transportation Review, Vol. 152, 2021, p. 102406.
2.
PanH.YuJ.LiuZ.ChenW.Optimal Train Skip-Stop Operation at Urban Rail Transit Transfer Stations for Nonrecurrent Extreme Passenger Flow Mitigation. Journal of Transportation Engineering, Vol. 146, No. 7, 2020, pp. 2473–2893.
ChenS. K.LiuS.M/G/C/C-Based Model of Passenger Evacuation the Capacity of Stairs and Corridors in the Metro Stations. Journal of the China Railway Society, Vol. 34, No. 1, 2012, pp. 7–12.
9.
ZhangQ.HanB. M.Modeling and Simulation of Passenger Alighting and Boarding Movement in Beijing Metro Stations. Transportation Research Part C: Emerging Technologies, Vol. 16, No. 5, 2008, pp. 635–649.
10.
ShiC. L.ZhongM. H.Modeling and Safety Strategy of Passenger Evacuation in a Metro Station in China. Safety Science, Vol. 50, No. 5, 2012, pp. 1319–1332.
11.
JinB.WangJ.WangY.GuY.WangZ.Temporal and Spatial Distribution of Pedestrians in Subway Evacuation Under Node Failure by Multi-Hazards. Safety Science, Vol. 127, 2020, p. 104695.
12.
CordeauJ. F.TothP.VigoD.A Survey of Optimization Models for Train Routing and Scheduling. Transportation Science, Vol. 32, No. 4, 1998, pp. 380–404.
13.
AlbrechtT.Automated Timetable Design for Demand-Oriented Service on Suburban Railways. Public Transport, Vol. 1, No. 1, 2009, pp. 5–20.
14.
MengF.YangL.ShiJ.JiangZ.GaoZ.Collaborative Passenger Flow Control for Oversaturated Metro Lines: A Stochastic Optimization Method. Transportmetrica A: Transport Science, Vol. 9, No. 1, 2021, pp. 1–32.
15.
NiuH. M.ZhouX. S.Optimizing Urban Rail Timetable Under Time Dependent Demand and Oversaturated Conditions. Transportation Research Part C: Emerging Technologies, Vol. 36, 2013, pp. 212–230.
16.
TengJ.ChenT.FanW.Integrated Approach to Vehicle Scheduling and Bus Timetabling for an Electric Bus Line. Journal of Transportation Engineering, Part A: Systems, Vol. 146, No. 2, 2020, p. 04019073.
17.
MauttoneA.UrquhartM. E.A Route Set Construction Algorithm for the Transit Network Design Problem. Computers & Operations Research, Vol. 36, No. 8, 2009, pp. 2440–2449.
18.
LeivaC.MuzoaJ. C.GiesenR.LarrainH.Design of Limited-Stop Services for an Urban Bus Corridor With Capacity Constraints. Transportation Research Part B: Methodological, Vol. 44, No. 10, 2010, pp. 1186–1201.
19.
BesinovicN.WangY.ZhuS.QuagliettaE.GoverdeR.A Matheuristic for the Integrated Disruption Management of Traffic, Passengers and Stations in Urban Railway Lines. IEEE Transactions on Intelligent Transportation Systems, Vol. 99, 2021, pp. 1–15.
20.
AbrilM.BarberF.IngolottiL.SalidoM. A.TormosP.LovaA.An Assessment of Railway Capacity. Transportation Research Part E: Logistics and Transportation Review, Vol. 44, No. 5, 2008, pp. 774–806.
21.
XieW.Passenger Control Scheme for Urban Rail Transit Transfer Station. MS thesis. Beijing Jiaotong University, Beijing, China, 2012.
22.
XuX. Y.LiuJ.LiH. Y.HuJ. Q.Analysis of Subway Station Capacity With the Use of Queueing Theory. Transportation Research C: Emerging Technologies, Vol. 38, 2014, pp. 28–43.
23.
XuX. Y.LiuJ.LiH. Y.JiangM.Capacity-Oriented Passenger Flow Control Under Uncertain Demand: Algorithm Development and Real-World Case Study. Transportation Research Part E: Logistics and Transportation Review, Vol. 87, 2016, pp. 130–148.
24.
XuX. Y.LiH. Y.LiuJ.RanB.QinL. Q.Passenger Flow Control With Multi-Station Coordination in Subway Networks: Algorithm Development and Real-World Case Study. Transportmetrica B: Transport Dynamics, Vol. 7, No. 1, 2018, pp. 446–472.
25.
ZhengZ.XiJ.HeY. S.Study on Collaborative Flow Limiting Safety Control of Urban Railway Station in Peak Hours. Journal of Safety Science and Technology, Vol. 10, 2013, pp. 5–10.
26.
YangJ.JinJ. G.WuJ.JiangX.Optimizing Passenger Flow Control and Bus-Bridging Service for Commuting Metro Lines. Computer-Aided Civil and Infrastructure Engineering, Vol. 32, No. 6, 2017, pp. 458–473.
27.
ShiJ.YangL.YangJ.GaoZ.Service-Oriented Train Timetabling With Collaborative Passenger Flow Control on an Oversaturated Metro Line: An Integer Linear Optimization Approach. Transportation Research Part B: Methodological, Vol. 110, 2018, pp. 26–59.
28.
JiangZ.FanW.LiuW.ZhuB.GuJ.Reinforcement Learning Approach for Coordinated Passenger Inflow Control of Urban Rail Transit in Peak Hours. Transportation Research Part C: Emerging Technologies, Vol. 88, 2018, pp. 1–16.
29.
ShiJ.YangL.YangJ.ZhouF.GaoZ.Cooperative Passenger Flow Control in an Oversaturated Metro Network With Operational Risk Thresholds. Transportation Research Part C: Emerging Technologies, Vol. 107, 2019, pp. 301–336.
30.
ShiJ.YangJ.YangL.Safety-Oriented Cooperative Passenger Flow Control Model in Peak Hours for a Metro Line. Journal of Transportation Systems Engineering and Information Technology, Vol. 19, No. 1, 2019, pp. 125–131.
31.
YuanF.SunH.KangL.WuJ.Passenger Flow Control Strategies for Urban Rail Transit Networks. Applied Mathematical Modelling, Vol. 82, 2020, pp. 168–188.
32.
YinY.LiD.ZhaoK.YangR.Optimum Equilibrium Passenger Flow Control Strategies With Delay Penalty Functions Under Oversaturated Condition on Urban Rail Transit. Journal of Advanced Transportation, Vol. 2021, No. 1, 2021, p. 3932627.
33.
Annual Report of Shanghai Shentong Metro Co., Ltd. Shanghai Shentong Metro Co., Ltd., Shanghai, 2017.
34.
NiuH.ZhouX.GaoR.Train Scheduling for Minimizing Passenger Waiting Time With Time-Dependent Demand and Skip-Stop Patterns: Nonlinear Integer Programming Models With Linear Constraints. Transportation Research Part B: Methodological, Vol. 76, No. 7, 2015, pp. 117–135.
35.
YinJ.YangL.TangT.GaoZ.RanB.Dynamic Passenger Demand Oriented Metro Train Scheduling With Energy-Efficiency and Waiting Time Minimization: Mixed-Integer Linear Programming Approaches. Transportation Research Part B: Methodological, Vol. 97, 2017, pp. 178–210.
36.
WangX.LiS.TangT.YangL.Event-Triggered Predictive Control for Automatic Train Regulation and Passenger Flow in Metro Rail Systems. IEEE Transactions on Intelligent Transportation Systems, Vol. 99, 2020, pp. 1–14.
