GERT analysis of UAV transport technological cycles when used in precision agriculture

Author:

Kovalev I V,Kovalev D I,Voroshilova A A,Podoplelova V A,Borovinsky D A

Abstract

Abstract The article discusses a new stage in the development of the agricultural sphere, associated with the use of precision farming technologies. It is shown that the development of precision farming technology requires a higher level of technical support based on the use of unmanned aerial systems that perform differentiated application of pesticides and fertilizers according to a given field treatment program. A stochastic GERT-model of the UAV transport technological cycle is proposed. The loss of UAV performance over time serves as a criterion in the risk analysis of UAV transport technological cycles. This paper proposes a method for determining the quantitative characteristics of the risks of UAV transport units as a local criterion for the predicted amount of downtime and losses. A new method for calculating the quantitative values of the risk of UAV downtime, as the main link in the precision farming system in one transport technological cycle, is proposed based on the procedures of stochastic graphs.

Publisher

IOP Publishing

Subject

General Engineering

Reference21 articles.

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1. К вопросу анализа ограничений на значения параметров в пространстве действий автономных интеллектуальных систем;Информатика. Экономика. Управление - Informatics. Economics. Management;2023-08-05

2. Analysis of microprocessor performance in the swarm application of spray drones in precision farming;II All-Russian (national) scientific conference with international participation "Russian Science, Innovation, Education";2023

3. On the issue of assessing the productivity of spraying agricultural crops with unmanned aerial vehicles;V International Scientific Conference «MIP-V-2023: Modernization, Innovations, Progress»;2023

4. Tools for supporting calculations of the microprocessor performance of a swarm of UAVs;V International Scientific Conference «MIP-V-2023: Modernization, Innovations, Progress»;2023

5. Digitalization of UAV transport and technological cycles in smart agriculture;E3S Web of Conferences;2023

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