Planning deliveries with UAV routing under weather forecast and energy consumption constraints

Amila Thibbotuwawa, Grzegorz Bocewicz, Peter Nielsen, Banaszak Zbigniew

Research output: Contribution to journalConference article in JournalResearchpeer-review

45 Citations (Scopus)
260 Downloads (Pure)

Abstract

In this paper, a depth-first search strategy to cope with the problem of multi-trip unmanned aerial vehicle (UAV) fleet mission planning is proposed. The considered UAVs delivery problem aims at a trajectory planning issue addressed for UAVs operating in a hostile environment while considering battery and payload weight as well as vehicles reuse. Employed UAVs fly on a 3D plane matching a distribution network while servicing customers and ensuring collision avoidance among team members. The objective is to get a sequence of submissions that ensures delivery to customers satisfying the requested amount and demands within a given time horizon. The method proposed in this paper offers solutions to several questions related to the multistage mission planning that could be applied to solve problems such as minimizing energy consumption, conducting the mission in the shortest possible time, just-in-time replenishing of supplies, and so on. The computational experiment illustrates possibilities of the proposed method.

Original languageEnglish
Book seriesIFAC-PapersOnLine
Volume52
Issue number13
Pages (from-to)820-825
Number of pages6
ISSN2405-8963
DOIs
Publication statusPublished - Sept 2019
Event9th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019 - Berlin, Germany
Duration: 28 Aug 201930 Aug 2019

Conference

Conference9th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019
Country/TerritoryGermany
CityBerlin
Period28/08/201930/08/2019
Sponsoret al., IFAC TC 1.3. Discrete Event and Hybrid Systems, IFAC TC 3.2. Computational Intelligence in Control, IFAC TC 4.3. Robotics, IFAC TC 5.1. Manufacturing Plant Control, International Federation of Automatic Control (IFAC) - Technical Committee on Manufacturing Modelling for Management and Control, TC 5.2

Keywords

  • Delivery service
  • UAV routing and scheduling; UAV fleet mission planning
  • Weather forecast and energy consumption constraints

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