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城区物流无人机起降场选址问题研究

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本文综合考虑无人机运行限制和起降场特点,归纳了选址影响因素.提出一种两阶段选址方法:首先利用k-means聚类算法结合AHP和TOPSIS方法初步筛选潜在起降场址;然后建立多目标优化模型,求解得到较优方案.以天津市和平区为例验证了方法的可行性和有效性.
Research on the Location of Urban UAV Logistics Take-off and Landing Field
In this paper,the factors affecting the location selection are summarized by considering the op eration restrictions of UAV and the characteristics of landing field.A two-stage location selection method is proposed.Firstly,k-means clustering algorithm combined with AHP and TOPSIS methods is used to screen potential landing sites.Then a multi-objective optimization model is established and the optimal solution is obtained.Taking Heping District of Tianjin as an example,the feasibility and effectiveness of the method are verified.

logistics dronelocation of take-off and landing fieldend logisticsclustercomprehensive evaluation

覃睿、杨智博

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中国民航大学 交通科学与工程学院,天津

物流无人机 起降场选址 末端物流 聚类 综合评价

2024

科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
年,卷(期):2024.(15)