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Block-Layout Design Using MAX–MIN Ant System for Saving Energy on Mass Rapid Transit Systems

机译:使用MAX–MIN蚂蚁系统进行块体布局设计,以在大众捷运系统上节省能源

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摘要

This paper presents a method of block-layout design between successive stations for mass rapid transit systems (MRTSs). The aim is to save energy under the framework of the fixed-block signaling (FBS) system and the equi-block principle. Unlike past research regarding the energy savings of train operation, this paper proposes a combinatorial optimization model to reduce the computation time. In the presented approach, the problem of minimizing the energy consumption between successive stations is first formulated as a combinatorial optimization problem. Then, the train-speed trajectory for saving energy is optimized by a MAX–MIN ant system (MMAS) of ant colony optimization (ACO) algorithms. Finally, the block layout is designed in accordance with the shortest block length under the equi-block principle. It is shown that the method presents a significant improvement for the reduction of computational burden on the block-layout design. The feasibility and benefits are verified via simulation study. Analyses and discussions are also given.
机译:本文提出了一种用于大众快速运输系统(MRTS)的连续站点之间的块布局设计方法。目的是在固定块信令(FBS)系统和等块原理的框架下节省能源。与以往关于列车运行节能的研究不同,本文提出了一种组合优化模型来减少计算时间。在提出的方法中,首先将最小化连续站点之间的能耗的问题表述为组合优化问题。然后,通过蚁群优化(ACO)算法的MAX-MIN蚂蚁系统(MMAS)优化用于节能的列车速度轨迹。最后,根据等块原理,根据最短的块长设计块布局。结果表明,该方法为减少块布局设计的计算负担提出了重大改进。通过仿真研究验证了可行性和收益性。还进行了分析和讨论。

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