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A scheduling and control integration optimization method for regenerative braking energy utilization

机译:一种调度和控制集成优化方法,用于再生制动能量利用

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The utilization of regenerative braking energy is of great significance to the energy saving of subway. Therefore, this paper proposes an optimization method for scheduling and control integration, which not only adjusts the timetable but also optimizes the speed curves of trains. When there is a train braking, this method will try to find a train that accelerates to absorb the regenerative energy generated by the braking train. Firstly, this paper establishes the timetable energy saving optimization model, based on which the speed curves will be optimized. Furthermore, we design a scheduling optimization algorithm based on genetic algorithm, and optimizes speed curves of trains by binary search method to obtain a good solution. Finally, simulations are given using the real data of Beijing Metro Line 4 to evaluate the proposed method, and the results show that the integrated scheduling and control optimization method can reduce energy consumption by 15.18%. In the random disturbance simulations, the proposed method shows good robustness, which makes it possible to apply this method to the real subway operations.
机译:再生制动能量的利用对地铁的节能具有重要意义。因此,本文提出了一种用于调度和控制集成的优化方法,这不仅调整时间表,而且还优化了列车的速度曲线。当有火车制动时,这种方法将尝试找到加速以吸收制动火车产生的再生能量的火车。首先,本文建立了时间表节能优化模型,基于该速度曲线的优化优化模型。此外,我们设计了一种基于遗传算法的调度优化算法,并通过二进制搜索方法优化列车的速度曲线,获得良好的解决方案。最后,使用北京地铁4号线4的真实数据来评估仿真来评估所提出的方法,结果表明,集成调度和控制优化方法可以将能耗降低15.18%。在随机干扰模拟中,该方法显示出良好的稳健性,这使得可以将该方法应用于真实的地铁操作。

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