Flexible Optimal Model and Algorithm for Track Utilization in High-speed Railway Stations

IF 2.7 4区 工程技术 Q2 TRANSPORTATION SCIENCE & TECHNOLOGY Transportation Safety and Environment Pub Date : 2022-12-21 DOI:10.1093/tse/tdac057
Quan Gao, Yinggui Zhang, Zhiya Chen, Yuan Chen
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Abstract

Track utilization is the most important technical operation in high-speed railway stations. It's an effective way to take flexible management based on dispatchers’ decision preferences into consideration for making track utilization plans to relieve the influence caused by unmeasurable unstructured factors. Thus, based on flexible management concept and taken the flexible optimal for track utilization in high-speed railway stations as the object, time and space occupation safety trajectories of arrival routes, departure routes and tracks are all analyzed. Then, taking following constraints into consideration, i.e. minimum safety time intervals for various routes and tracks occupation, space-time arc occupation and decision-makers’ preferences, a flexible optimal model for track utilization in high-speed railway stations are established to maximize its balance and robustness and to minimize its volatility at the same time. Further, a flexible optimal solution based on a simulated annealing algorithm is designed to make a safety track utilization plan in high-speed railway stations integrating the dispatchers’ decision preference. The results gained from given experiments show that the proposed methodology can effectively make satisfied safety track utilization plans based on decision-makers’ preferences, which can improve its balance and robustness level significantly. Meanwhile, its volatility can be reduced as much as possible caused by flexible management based on artificial intervention to ensure the relative stability of the plan.
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高速铁路车站轨道利用柔性优化模型与算法
轨道利用是高铁车站最重要的技术操作。在制定轨道利用计划时,考虑调度员决策偏好的柔性管理,是缓解不可测量的非结构化因素影响的有效途径。因此,基于柔性管理理念,以高铁车站轨道利用柔性优化为目标,分析了到达路线、出发路线和轨道的时间和空间占用安全轨迹。然后,在考虑各路线、轨道占用的最小安全时间间隔、时空弧占用和决策者偏好等约束条件下,建立了高速铁路车站轨道利用的柔性优化模型,使其平衡性和鲁棒性最大化,同时使其波动性最小化。在此基础上,设计了一种基于模拟退火算法的柔性最优解,综合调度人员的决策偏好制定高铁车站安全轨道利用计划。实验结果表明,该方法能有效地根据决策者的偏好制定出满意的安全轨道利用方案,显著提高了其平衡性和鲁棒性水平。同时,通过人为干预的灵活管理,尽可能降低其波动性,保证计划的相对稳定性。
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来源期刊
Transportation Safety and Environment
Transportation Safety and Environment TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
3.90
自引率
13.60%
发文量
32
审稿时长
10 weeks
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