Resilience optimisation for next generation drone logistic networks

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Abstract

The paper will present a novel approach to the design optimisation of a resilient Drone Logistic Network (DLN) for the delivery of medical equipment. It is proposed a digital blueprint methodology that integrates Digital Twin (DT) models and optimisation tools, with the goal to optimise both the network topology and the delivery planningscheduling over the defined network. The DLN is a complex system being composed of a high number of different classes of drones and ground infrastructures which interconnections give rise to the whole network behaviour. Uncertainty, that comes in different forms, affects at different levels the subsystems and the whole network. The paper will present the generative network optimisation which is the approach used to define, by design, the network topology and configuration that are optimal for the defined Key Performance Indicators. It will then focus on the operational optimisation problem which, for a predefined DLN, aims at determining the optimal drone’s planning and scheduling considering also the uncertainty on the environment and the possible unexpected events.

Original languageEnglish
Title of host publicationProceedings of the 32nd European Safety and Reliability Conference, ESREL 2022 - Understanding and Managing Risk and Reliability for a Sustainable Future
EditorsMaria Chiara Leva, Edoardo Patelli, Luca Podofillini, Simon Wilson
Pages2506-2513
Number of pages8
DOIs
Publication statusPublished - 2022
Event32nd European Safety and Reliability Conference, ESREL 2022 - Dublin, Ireland
Duration: 28 Aug 20221 Sept 2022

Publication series

NameProceedings of the 32nd European Safety and Reliability Conference, ESREL 2022 - Understanding and Managing Risk and Reliability for a Sustainable Future

Conference

Conference32nd European Safety and Reliability Conference, ESREL 2022
Country/TerritoryIreland
CityDublin
Period28/08/221/09/22

Keywords

  • Complex System
  • Digital Blueprint
  • Digital Twin
  • Drone Logistic Network
  • Graph Theory
  • Physarum Optimisation
  • Planning
  • Resilience
  • Scheduling
  • Vehicle Routing Problem

Fingerprint

Dive into the research topics of 'Resilience optimisation for next generation drone logistic networks'. Together they form a unique fingerprint.

Cite this