Document Type
Pre-Print
Publication Date
2020
Subjects
Drone aircraft -- Industrial applications, Delivery of goods -- Technological innovations
Abstract
Drones are increasingly being utilized to deliver medical supplies, and the COVID-19 pandemic has accelerated this trend. Drones arrive quickly by taking more direct paths and avoiding ground-based obstructions. However, drones are not completely reliable and may also experience failures and delays. For consumer products, delivery delays are an inconvenience, but for some medical supplies, delays may be fatal. This research focuses on the drone reliability of one particular type of supply and event: automatic defibrillators for out-of-hospital cardiac arrests (OHCA). A modeling framework is developed to analyze drone delivery reliability with stochastic demands and meteorological conditions. Using probability distributions based on real data from Portland, OR, this research quantifies the failure rates as a function of drone range and meteorological conditions that include temperature, precipitation, and wind. Tradeoffs among drone reliability, fleet size, population size, and meteorological conditions are analyzed.
Rights
This is the author’s version of a work. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document.
Persistent Identifier
https://archives.pdx.edu/ds/psu/34394
Citation Details
Glick, Travis B.; Figliozzi, Miguel; and Unnikrishnan, Avinash, "A Case Study of Drone Delivery Reliability for Time-Sensitive Medical Supplies with Stochastic Demand and Meteorological Conditions" (2020). Civil and Environmental Engineering Faculty Publications and Presentations. 573.
https://archives.pdx.edu/ds/psu/34394
Description
Paper accepted for presentation at the 2021 TRB Annual Meeting (January 2021, 39 Washington DC) and potential publication in Transportation Research Record.