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Complete resource pooling of a load-balancing policy for a network of battery swapping stations
Queueing Systems ( IF 0.7 ) Pub Date : 2021-06-01 , DOI: 10.1007/s11134-021-09707-w
Fiona Sloothaak , James Cruise , Seva Shneer , Maria Vlasiou , Bert Zwart

To reduce carbon emission in the transportation sector, there is currently a steady move taking place to an electrified transportation system. This brings about various issues for which a promising solution involves the construction and operation of a battery swapping infrastructure rather than in-vehicle charging of batteries. In this paper, we study a closed Markovian queueing network that allows for spare batteries under a dynamic arrival policy. We propose a provisioning rule for the capacity levels and show that these lead to near-optimal resource utilization, while guaranteeing good quality-of-service levels for electric vehicle users. Key in the derivations is to prove a state-space collapse result, which in turn implies that performance levels are as good as if there would have been a single station with an aggregated number of resources, thus achieving complete resource pooling.



中文翻译:

用于电池交换站网络的负载平衡策略的完整资源池

为了减少交通部门的碳排放,目前正在稳步转向电气化交通系统。这带来了各种问题,其中一个有前景的解决方案涉及电池交换基础设施的建设和运营,而不是电池的车载充电。在本文中,我们研究了一个封闭的马尔可夫排队网络,该网络允许在动态到达策略下使用备用电池。我们提出了容量级别的配置规则,并表明这些规则会导致接近最佳的资源利用率,同时保证电动汽车用户的良好服务质量水平。推导的关键是证明状态空间崩溃结果,这反过来意味着性能水平与具有聚合资源数量的单个站一样好,

更新日期:2021-06-01
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