考虑重载列车负荷过程不确定性的重载铁路柔性供电系统优化运行
Optimal Operation of Flexible Power Supply System for Heavy Railways Considering the Uncertainty of the Loading Process of Heavy Trains
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摘要: 受西高东低地势特征影响,我国重载铁路呈现"重载下行、轻载上行"的运输特性,列车在运输组织过程中面临牵引与制动功率匹配不佳的问题,导致再生制动能量利用率低,电费成本高昂。构建基于储能装置接入的重载铁路柔性供电系统有助于推动再生制动能量高比例消纳,促进重载铁路节能降费。但重载列车负荷过程的不确定性给重载铁路柔性供电系统的能量高效调控带来了挑战。为此,结合重载列车运行过程的功率特点,构建重载列车负荷过程概率模型,表征重载列车负荷过程的不确定性,进一步研究考虑重载列车负荷过程不确定性的重载铁路柔性供电系统随机优化运行模型,并以重载列车概率负荷过程为输入,求解匹配重载列车负荷特性的供电系统功率调控策略,为指导工程上重载铁路柔性供电系统优化运行提供参考。Abstract: Due to China's "high in the west and low in the east" topography, heavy-haul railways present the transportation characteristic of "heavy-haul downward and light-haul upward". This leads to poor traction-braking power matching during operation, resulting in low regenerative braking energy utilization and high electricity costs. Constructing a flexible power supply system with energy storage for heavy-haul railways helps promote high-proportion absorption of regenerative braking energy and achieve energy conservation and cost reduction. However, uncertainties in train load processes challenge efficient energy regulation. Accordingly, this study builds a probabilistic model for train load processes to characterize uncertainties, then develops a stochastic optimal operation model. Taking probabilistic loads as input, it solves matching power regulation strategies, providing references for engineering optimization of such systems.
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