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运力受扰下的物流无人机干扰恢复模型
引用本文:任新惠,苟利珍,武彤. 运力受扰下的物流无人机干扰恢复模型[J]. 科学技术与工程, 2023, 23(1): 407-413
作者姓名:任新惠  苟利珍  武彤
作者单位:中国民航大学
基金项目:国家自然科学基金青年科学基金(52102419);中央高校基本科研业务费专项资金(3122021091,3122018C035)
摘    要:为了解决无人机(unmanned aerial vehicle,UAV)运力受扰对末端包裹交付造成的干扰问题,运用干扰管理思想,从客户服务和配送成本角度进行扰动度量,综合考虑无人机能耗、配送时效性、飞行可靠性、飞行安全性等因素建立干扰恢复模型;运用蚁群算法求解问题模型,最后用算例验证本文方案的有效性。结果表明:通过分析3组干扰场景发现,当干扰发生时刻早、受扰客户多时,所建立的恢复模型方案和原始方案对比,可以在短时间内产生新的配送路径,同时以较小的成本代价提高客户服务满意度,实用性更强。

关 键 词:无人机(UAV)  物流配送  飞行受扰  干扰管理  蚁群算法
收稿时间:2022-04-21
修稿时间:2023-01-07

Disturbance Recovery Model of Logistics UAV with Capacity Disturbance
Ren Xinhui,Gou Lizhen,Wu Tong. Disturbance Recovery Model of Logistics UAV with Capacity Disturbance[J]. Science Technology and Engineering, 2023, 23(1): 407-413
Authors:Ren Xinhui  Gou Lizhen  Wu Tong
Affiliation:Civil Aviation University of China
Abstract:In order to solve the problem of interference caused by the disruption of unmanned aerial vehicle(UAV) capacity to the delivery of end packages, using the concept of interference management, the interference measurement is carried out from the perspective of customer service and delivery cost, and the interference recovery model is established by comprehensively considering factors such as UAV energy consumption, delivery timeliness, flight reliability, and flight safety; Use the ant colony algorithm to solve the problem model, finally, it is verified with an example. The results show that by analyzing three groups of interference scenarios, it is found that when the interference occurs early and there are many disturbed customers, the established recovery model scheme can generate a new delivery path in a short time compared with the original scheme, and improve customer service satisfaction at a lower cost, which is more practical.
Keywords:unmanned aerial vehicle (UAV)   logistics distribution   disturbed flight   disruption management   ant colony algorithm  
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