优化公共汽车桥梁服务,以应对城市铁路运输中断和随机乘客需求的城市铁路运输中断
Yicheng Liu1, Tao Yang2, Juan Su3
1Sichuan Provincial Engineering Technology Research Center for Modern Road Traffic Safety Assurance, Chengdu, China.
PloS one
|October 7, 2025
概括
这项研究优化了城市铁路交通中断的公共汽车桥梁服务,使用一种新的算法将成本和旅行时间降至最低. 该方法增强了系统的弹性,并支持紧急调度决策.
科学领域:
- 运输工程 运输工程
- 运营研究 运营研究
- 城市规划 城市规划
背景情况:
- 城市铁路运输 (URT) 的中断影响运营效率.
- 公共汽车桥梁服务 (BBS) 可以减轻这些影响.
- 在中断期间乘客的旅行选择需要建模.
研究的目的:
- 在URT中断期间最大限度地降低桥梁巴士运营成本和乘客旅行时间.
- 通过随机遗憾最小化 (RRM) 来建模乘客的旅行选择.
- 为需求不确定性开发一个分布强大的可信度优化模型.
主要方法:
- 开发了一个基于RRM理论的旅行选择模型.
- 使用梯形模糊变量表示需求不确定性.
- 建立了一个分布强大的信誉优化模型.
- 提出了基于强化学习的并行遗传算法 (RPGA) 来解决该模型.
主要成果:
- 拟议的模型在需求不确定性下表现出稳健性,减少了3辆发送的车辆,节省了9,439元人民币.
- 在关键性能指标 (HV,GD,NDR) 中,RPGA算法表现优于NSGA-II,RLNSGA-II和MOPSO.
- 增加乘客容量减少了延误,但增加了成本.
结论:
- 开发的方法提高了URT系统应对需求波动的能力.
- 提供有效的决策支持,用于城市铁路运输中的紧急安排.
- 平衡运营成本和乘客旅行时间,以改善中断管理.
相关概念视频
Bus Impedance Matrix
501
Calculating subtransient fault currents for three-phase faults in an N-bus power system involves using the positive-sequence network. When a three-phase short circuit occurs at a specific bus, the analysis uses the superposition method to evaluate two separate circuits.
In the first circuit, all machine voltage sources are short-circuited, leaving only the prefault voltage source at the fault location. The positive-sequence bus impedance matrix can be determined by solving the nodal equations,...
In the first circuit, all machine voltage sources are short-circuited, leaving only the prefault voltage source at the fault location. The positive-sequence bus impedance matrix can be determined by solving the nodal equations,...
501
Multimachine Stability
544
Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
544
Social Traps
26.3K
Social traps are negative situations where people get caught in a direction or relationship that later proves to be unpleasant, with no easy way to back out of or avoid. The concept was orignally introduced by John Platt who applied psychology to Garrett Hardin's "Tragedy of the Commons", where in New England herd owners could let their cattle graze in the common ground. This situation seems like a good idea, but an individual could have an advantage. If they owned...
26.3K
Design Example: Alignment of a Road Line Using GIS
331
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
331
Fast Decoupled and DC Powerflow
726
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
726
Maximum Power Flow and Line Loadability
589
The maximum power flow for lossy transmission lines is derived using ABCD parameters in phasor form. These parameters create a matrix relationship between the sending-end and receiving-end voltages and currents, allowing the determination of the receiving-end current. This relationship facilitates calculating the complex power delivered to the receiving end, from which real and reactive power components are derived.
589


