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Balancing bike sharing systems through customer cooperation - a case study on London's Barclays Cycle Hire

机译:通过客户合作平衡自行车共享系统-以伦敦巴克莱自行车租赁为例

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A growing number of cities worldwide have been installing public bike sharing systems, offering citizens a flexible and ???green??? alternative of mobility. In most bike sharing systems, customers rent and return bikes at different stations, without prior notification of the system operator. As a consequence, bike systems often become unbalanced, leaving some stations either empty or full. In such a case, customers either cannot pick up or return their bikes, resulting in a low service level. Typically, system operators employ staff to manually relocate bikes using trucks, leading to considerable operational cost. In this paper, we describe various methods to balance bike sharing systems by actively engaging customers in the balancing process. In particular, we show that by appropriately sending ???control signals??? to customers requesting them to slightly change their intended journeys, bike sharing systems can be balanced without using staffed trucks. Through extensive simulations based on historical data from London's Barclays Cycle Hire scheme, we show that simple control signals are sufficient to effectively balance the bike sharing system and offer service rates close to 100%.
机译:全球越来越多的城市已经安装了公共自行车共享系统,为市民提供了一种灵活而又“绿色”的系统。流动性的替代品。在大多数自行车共享系统中,客户在不同的站点租用和归还自行车,而无需事先通知系统操作员。结果,自行车系统经常变得不平衡,从而使一些站空或满。在这种情况下,客户要么无法上车,要么无法归还自行车,从而导致服务水平低下。通常,系统操作员会雇用人员使用卡车手动重新安置自行车,从而导致可观的运营成本。在本文中,我们描述了通过积极吸引客户参与平衡过程来平衡自行车共享系统的各种方法。特别地,我们表明通过适当地发送“控制信号”来表明这一点。对于要求他们稍微改变其预期行程的客户,可以在不使用载人卡车的情况下平衡自行车共享系统。通过基于伦敦巴克莱自行车租赁计划的历史数据进行的广泛模拟,我们显示出简单的控制信号足以有效平衡自行车共享系统并提供接近100%的服务率。

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