A Method for Air Route Network Planning of Urban Air Mobility

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-16 DOI:10.3390/aerospace11070584
Jie Li, Di Shen, Fuping Yu, Duo Qi
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Abstract

Urban air mobility is an effective solution to address the current issue of ground traffic congestion in future cities. However, as the user scale continues to expand, the current civil aviation flight scheduling and control methods are becoming inadequate to meet the high-volume flight guarantee demands of future urban air transportation. In order to effectively handle and resolve potential issues in this field in the future, this paper proposes a method for planning urban air mobility route networks. The planning process is divided into two stages: construction and optimization. Methods for constructing urban air mobility route networks based on flight routes and global optimization methods based on node movement are proposed in each stage. In the construction stage, a complete construction process is designed to generate routes based on existing flight routes, in line with the trend of urban air transportation development. In the optimization stage, inspired by the ant colony algorithm, node transfer rules and information transfer rules are incorporated to design a global optimization process and algorithm for route networks. Experimental results demonstrate the effectiveness and advancement of the proposed planning method.
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城市空中交通的航线网络规划方法
城市空中交通是解决当前未来城市地面交通拥堵问题的有效方案。然而,随着用户规模的不断扩大,目前民航的航班调度和控制方法已逐渐不能满足未来城市空中交通的大流量航班保障需求。为了有效处理和解决该领域未来可能出现的问题,本文提出了一种城市空中交通航线网络规划方法。规划过程分为两个阶段:构建和优化。每个阶段都提出了基于飞行路线的城市空中交通航线网络构建方法和基于节点移动的全局优化方法。在构建阶段,设计了一套完整的构建流程,在现有航线的基础上生成航线,符合城市航空运输发展的趋势。在优化阶段,受蚁群算法的启发,结合节点转移规则和信息转移规则,设计了航线网络的全局优化流程和算法。实验结果证明了所提规划方法的有效性和先进性。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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