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An Integrated Energy-Efficient Scheduling and Train Control Model with Regenerative Braking for Metro System

机译:具有地铁系统再生制动的集成节能调度和列车控制模型

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Rising energy cost and environmental awareness make energy-efficient operation a key issue for metro management. The speed profile and timetable optimization are two significant ways to reduce total energy consumption for metro systems. This paper proposes an integrated speed profile and timetable optimization model to reduce the net energy consumption while incorporating with complex track conditions like undulate gradients, curves and tunnels. The net energy consumption is minimized by force coefficients and coast control for single train movement and accelerating and braking synchronization for multiple trains. An efficient hybrid particle swarm method based on the particle swarm optimization and genetic algorithm is designed to obtain a satisfactory solution. Finally, numerical case studies based on one metro line in Beijing are conducted to validate the energy-efficient performance of integrated model and the results show that the integrated model can achieve a better tradeoff between traction energy consumption and reused braking energy on comparison with individual speed profile and timetable optimization.
机译:能量成本和环境意识上升使节能运行成为地铁管理的关键问题。速度曲线和时间表优化是降低地铁系统总能耗的两种重要方法。本文提出了一种集成速度轮廓和时间表优化模型,以减少净能量消耗,同时结合起伏的梯度,曲线和隧道等复杂的轨道条件。用力系数和海岸控制最小化净能量消耗,用于单列火车运动,加速和多次列车的加速和制动同步。基于粒子群优化和遗传算法的高效混合粒子群方法旨在获得令人满意的解决方案。最后,对北京一个地铁线的数值案例研究进行了验证综合模型的节能性能,结果表明,综合模型可以在牵引能量消耗与单独速度比较的重复使用的制动能量之间实现更好的权衡配置文件和时间表优化。

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