| 基于对称交替方向乘子法的单列车最优运行控制 |
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| 引用本文： | 马山,汤超宇,马骏峰,彭涛.基于对称交替方向乘子法的单列车最优运行控制[J].广东工业大学学报,2022,39(5):38-45. |
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| 作者姓名： | 马山 汤超宇 马骏峰 彭涛 |
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| 作者单位： | 中南大学 自动化学院，湖南 长沙 410083 |
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| 基金项目： | 国家自然科学基金资助项目(61790572, 62173350) |
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| 摘 要： | 作为高铁系统研究的重点问题之一，列车运行控制在降低列车运行能耗以及提升铁路运营效率等方面具有重要的意义。针对单列车在多个站点间的运行控制问题，提出一种基于对称交替方向乘子法的单列车最优运行控制方案。以旅客乘坐舒适度、列车运行能耗以及列车准点到站作为优化目标，将列车运行动力学方程、站点发车时间、列车运行速度和列车牵引力限制等作为约束条件，构建了列车最优运行控制模型。在对称交替方向乘子法的框架下，将原最优控制问题转化成为2个独立的子问题，并引入交替求解的机制，获得原问题的最优解。数值仿真表明对称交替方向乘子法相比交替方向乘子法能够在较少迭代步数内求解获得列车的最优控制序列，验证了算法的有效性。
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| 关 键 词： | 列车运行控制 对称交替方向乘子法 列车最优控制 |
| 收稿时间： | 2022-04-11 |
Optimal Train Operation Control via a Symmetric Alternating Direction Method of Multipliers |
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| Ma Shan,Tang Chao-yu,Ma Jun-feng,Peng Tao.Optimal Train Operation Control via a Symmetric Alternating Direction Method of Multipliers[J].Journal of Guangdong University of Technology,2022,39(5):38-45. |
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| Authors: | Ma Shan Tang Chao-yu Ma Jun-feng Peng Tao |
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| Affiliation: | School of Automation, Central South University, Changsha 410083, China |
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| Abstract: | As an important problem in high-speed railway systems, train operation control plays a significant role in minimizing energy consumption of trains and improving the operational efficiency of the railway system. A train operation control scheme based on the symmetric alternating direction method of multipliers is proposed for a single train operating on a railway line with several stations. The optimal train operation control problem is formulated by taking the passenger comfort, energy consumption and train punctuality as the objective, and the train operation dynamics, departure time from stations, velocity and traction force limits as constraints. Within the framework of the symmetric alternating direction multiplier method, the optimization problem is recast as two independent subproblems, and an alternate solving mechanism is introduced to obtain the optimal solution of the original problem. Numerical simulations show that the symmetric alternating direction multiplier method can obtain the optimal train control sequence in a smaller number of iterative steps compared to the alternating direction multiplier method, thus illustrate the effectiveness of the algorithm. |
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| Keywords: | train control symmetric alternating direction method of multipliers optimal control of trains |
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