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Comparing optimal relocation o perations with simulated relocation policies in one-way carsharing systems

机译:在单向共享系统中将最佳搬迁操作与模拟搬迁策略进行比较

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One-way carsharing systems allow travelers to pick up a car at one station and return it to adifferent station, thereby causing vehicle imbalances across the stations. In this paper, realisticways to mitigate that imbalance by relocating vehicles are discussed. Also presented are a newmathematical model to optimize relocation operations that maximize the profitability of thecarsharing service and a simulation model to study different real-time relocation policies. Bothmethods were applied to networks of stations in Lisbon Portugal. Results show that real-timerelocation policies, and these policies when combined with optimization techniques, can producesignificant increases in profit. In the case where the carsharing system provides maximumcoverage of the city area, imbalances in the network resulted in an operating loss of 1160 €/daywhen no relocation operations were performed. When relocation policies were applied, however,the simulation results indicate that profits of 854 €/day could be achieved, even with increasedcosts due to relocations. This improvement was achieved through reductions in the number ofvehicles needed to satisfy demand and the number of parking spaces needed at stations. This is akey result that demonstrates the importance of relocation operations for sustainably providing amore comprehensive network of stations in one-way carsharing systems, thus reaching a highernumber of users in a city.
机译:单向汽车共享系统使旅行者可以在一个车站取车并将其返回到 不同的站点,从而导致站点之间的车辆不平衡。在本文中,现实 讨论了通过重新安置车辆来减轻这种不平衡的方法。还介绍了一个新的 数学模型以优化搬迁操作,从而最大程度地提高利润 拼车服务和模拟模型,以研究不同的实时搬迁策略。两个都 这些方法已应用于葡萄牙里斯本的车站网络。结果显示实时 搬迁政策,这些政策与优化技术结合使用时,可以产生 利润大幅增加。如果汽车共享系统提供了最大的支持 覆盖城市区域,网络不平衡导致运营损失每天1160欧元 没有执行任何重定位操作时。但是,在应用搬迁政策时, 模拟结果表明,即使增加,每天也可以实现854欧元的利润。 因搬迁而产生的费用。这种改进是通过减少 满足需求所需的车辆以及车站所需的停车位数量。这是一个 关键结果表明,搬迁操作对于可持续提供一个 单向汽车共享系统中更全面的站点网络,从而达到更高的水平 城市中的用户数。

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