考虑城市空中交通多维需求的垂直起降定位:在北京的应用

IF 7.2 1区 工程技术 Q1 ECONOMICS Transportation Research Part A-Policy and Practice Pub Date : 2025-02-01 Epub Date: 2024-12-13 DOI:10.1016/j.tra.2024.104353
Yu Jiang , Zhichao Li , Yasha Wang , Qingwen Xue
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引用次数: 0

摘要

电动垂直起降飞机(eVTOL)的发展有望提供一种新的交通方式,有效缓解大城市的交通拥堵。垂直起降场是垂直起降必不可少的起降设施。垂直机场的选址对于城市空中交通(UAM)的发展至关重要。在本研究中,构建了一个系统的垂直定位方法,以促进UAM的发展。首先,考虑到UAM服务的差异,对UAM需求进行评估。将需求分为按需出行(ODM)需求和定期穿梭(RS)需求,分别用离散选择模型进行评价。然后,利用多维多边形交点集(MPIPS)确定潜在垂直点位置;为了提高交通需求覆盖率,减少交通拥堵和冗余需求覆盖率,建立了垂直机场多目标多级设施最大覆盖定位模型。提出了采用分步、前向优先和均衡发展三种定位策略的非支配排序遗传算法版本3 (NSGA-III)来求解该模型。利用北京的数据对模型进行了验证。结果表明,均衡发展算法达到了最佳性能,RS需求覆盖率为84.4%,ODM需求覆盖率为44.4%。在高出行需求地区建设垂直机场可以显著提高ODM和RS的需求覆盖率,缓解交通拥堵,但不可避免地会导致设施冗余。然而,在高GDP地区建设垂直机场只会略微增加ODM需求覆盖率,并对其他指标产生负面影响。此外,在交通不便的地区建设垂直机场可以提高ODM需求覆盖范围,减少设施冗余,但会降低缓解设施交通拥堵的能力。这些研究结果可以提高eVTOL的应用,缓解交通拥堵,减少建筑资源浪费,优化UAM系统内的协同能力。
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Vertiport location for eVTOL considering multidimensional demand of urban air mobility: An application in Beijing
The development of electric vertical take-off and landing aircraft (eVTOL) is expected to provide a new mode of transportation and effectively alleviate traffic congestion in large cities. Vertiports are necessary landing and take-off facilities for eVTOL. The selection of the appropriate locations for vertiports is highly important for the development of urban air mobility (UAM). In this study, a systematic vertiport location method is constructed to facilitate UAM development. First, the UAM demand is evaluated considering the differences in UAM services. The demand is divided into on-demand mobility (ODM) demand and regular shuttle (RS) demand, which are separately evaluated with a discrete choice model. Then, the multidimensional polygon intersection point set (MPIPS) is deployed to determine the potential vertiport location. To improve the demand coverage of travel and decrease traffic congestion and redundant demand coverage, a multiobjective multistage facility maximum coverage location model is developed for vertiports. The nondominated sorting genetic algorithm, version 3 (NSGA-III), with three location strategies, namely, step-by-step, forward prioritization, and balanced development, is proposed to solve the model. Data from Beijing are used to validate the proposed model. The results indicate that the balanced development algorithm achieves the best performance, with an 84.4 % coverage rate of the RS demand and a 44.4 % coverage rate of the ODM demand. Constructing vertiports in high travel demand areas can significantly improve ODM and RS demand coverage and the ability to alleviate traffic congestion but inevitably leads to facility redundancy. However, constructing vertiports in high GDP areas would only marginally increase ODM demand coverage and have a negative effect on other metrics. Moreover, constructing vertiports in inaccessible areas can improve ODM demand coverage and decrease facility redundancy but reduces the ability to alleviate traffic congestion at facilities. These findings can improve the application of eVTOL, alleviate traffic congestion, reduce wasted construction resources, and optimize synergistic capabilities within the UAM system.
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
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