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Reliability analysis of centralized versus decentralized zoning strategies for paratransit services

机译:辅助公交服务集中式与分散式分区策略的可靠性分析

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摘要

ADA paratransit services are a very large and ever-growing industry providing door-to-door transportation services for people with disability and elderly customers. Paratransit system, however, just like all other public transportation systems, suffers from travel time variability due to various factors and as a result gives its customers unreliable services. Although service reliability is a very important aspect in transportation study, it has not received much attention in the paratransit research community. A quantitative study evaluating the paratransit service reliability under different zoning strategies is yet to be found. This research filled this gap. Statistical models were proposed to represent travel time variability. Simulation experiments based on real demand data from Houston, Los Angeles and Boston were performed to quantitatively compare the reliability performance of centralized and decentralized operating strategies under different travel time variability levels. Results showed that the decentralized strategy, compared to the centralized no-zoning strategy, substantially improves the reliability of paratransit in terms of on-time performance. This research provides a framework for paratransit agencies to evaluate the service reliability of different organizational strategies through the simulation method.
机译:ADA辅助运输服务是一个非常庞大且不断发展的行业,为残障人士和老年客户提供门到门运输服务。然而,与所有其他公共交通系统一样,辅助公交系统由于各种因素而遭受旅行时间变化的困扰,结果给乘客提供了不可靠的服务。尽管服务可靠性是交通运输研究中非常重要的一个方面,但在辅助运输研究界并未得到足够的重视。尚未找到评估不同分区策略下辅助公交服务可靠性的定量研究。这项研究填补了这一空白。提出了统计模型来表示旅行时间的可变性。进行了基于休斯敦,洛杉矶和波士顿的实际需求数据的模拟实验,以定量比较不同行程时间可变性水平下集中式和分散式操作策略的可靠性性能。结果表明,与集中式无分区策略相比,分散式策略从准时性能方面大大提高了辅助公交的可靠性。这项研究为辅助运输机构提供了一个框架,可以通过模拟方法评估不同组织策略的服务可靠性。

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