Flying Sidekick Traveling Salesman Problem with Pick-Up and Delivery and Drone Energy Optimization

被引:0
作者
Gacal, J. B. [1 ]
Urera, M. Q. [1 ]
Cruz, D. E. [1 ]
机构
[1] De La Salle Univ, Dept Ind Engn, Manila, Philippines
来源
2020 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM) | 2020年
关键词
Traveling Salesman Problem; Mixed Integer Programming; Logistics;
D O I
10.1109/ieem45057.2020.9309960
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper considers a mixed integer linear programming model that aims to minimize the total cost of routing a truck-drone tandem while considering pickup and delivery operations. In addition, the model proposes a new approach for battery swapping that optimizes drone energy replenishment. The model is validated through different scenarios with varying cost and network parameters to observe whether the corresponding changes in the system are logical. The results were able to show that the proposed battery swap approach improved the solution obtained in the context of a min-cost model. In addition, increasing the drone-truck speed ratio was observed to reduce the total cost incurred in routing the truck-drone tandem on a network.
引用
收藏
页码:1167 / 1171
页数:5
相关论文
共 10 条
[1]  
[Anonymous], 2014, The Next Big Thing You Missed: Amazons Delivery UAVs Could WorkThey Just Need Trucks
[2]  
Banker S, 2013, AMAZON DRONES HERE I
[3]   Optimal delivery routing with wider drone-delivery areas along a shorter truck-route [J].
Chang, Yong Sik ;
Lee, Hyun Jung .
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 104 :307-317
[4]   Vehicle Routing Problems for Drone Delivery [J].
Dorling, Kevin ;
Heinrichs, Jordan ;
Messier, Geoffrey G. ;
Magierowski, Sebastian .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (01) :70-85
[5]   Truck-drone hybrid delivery routing: Payload-energy dependency and No-Fly zones [J].
Jeong, Ho Young ;
Song, Byung Duk ;
Lee, Seokcheon .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2019, 214 :220-233
[6]   The hybrid vehicle-drone routing problem for pick-up and delivery services [J].
Karak, Aline ;
Abdelghany, Khaled .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 102 :427-449
[7]   The flying sidekick traveling salesman problem: Optimization of drone-assisted parcel delivery [J].
Murray, Chase C. ;
Chu, Amanda G. .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2015, 54 :86-109
[8]  
Peterson K., 2017, UPS tests residential delivery via drone launched from a top package car
[9]   On the min-cost Traveling Salesman Problem with Drone [J].
Quang Minh Ha ;
Deville, Yves ;
Quang Dung Pham ;
Minh Hoang Ha .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2018, 86 :597-621
[10]   Energy use and life cycle greenhouse gas emissions of drones for commercial package delivery [J].
Stolaroff, Joshuah K. ;
Samaras, Constantine ;
O'Neill, Emma R. ;
Lubers, Alia ;
Mitchell, Alexandra S. ;
Ceperley, Daniel .
NATURE COMMUNICATIONS, 2018, 9