STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES

<p>The ways to find the ways of solving the problem of optimal service for unmanned aerial vehicles in the conditions of vehicle shortage are explored.</p><p>In the study of theory of optimal control and discrete optimization insufficiently explored the problem of optimal graph cov...

Full description

Bibliographic Details
Main Authors: Denys Medynskyi, Iryna Borets
Format: Article
Language:English
Published: Scientific Route OÜ 2020-03-01
Series:EUREKA: Physics and Engineering
Subjects:
Online Access:http://eu-jr.eu/engineering/article/view/1170
id doaj-e74d6ac121d643afb12833ddb28192a0
record_format Article
spelling doaj-e74d6ac121d643afb12833ddb28192a02020-11-25T03:35:28ZengScientific Route OÜEUREKA: Physics and Engineering2461-42542461-42622020-03-0102475710.21303/2461-4262.2020.001170972STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLESDenys Medynskyi0Iryna Borets1National Aviation UniversityNational Aviation University<p>The ways to find the ways of solving the problem of optimal service for unmanned aerial vehicles in the conditions of vehicle shortage are explored.</p><p>In the study of theory of optimal control and discrete optimization insufficiently explored the problem of optimal graph coverage by the chains of a fixed pattern with the help of a description system of ordinary differential equations.</p><p>With the help of the graph theory investigated the optimization problem of the «Upper Cover» for unmanned aerial vehicles service in the conditions of vehicle shortage has been solved.</p><p>Study of the problem relates to the mathematical dependence of transport systems. It can be used for determination of the optimal ratio between the amount of Unmanned Aerial Vehicles and fuel (electricity) reserves used by the Unmanned Aerial Vehicles. The method of solving the problem of determining the weight of the arcs of the graph and the problem of constructing a chain is based on that dependence. Part of the problem is the task of docking. The combinatorial task of choosing a set of stations for servicing points of the initial unmanned aerial vehicles dislocation is based on the dependence mentioned. Effective method for solving the problem of optimal coverage of a graph for supply chains with constraints is developed on the bases of the dependence.<strong></strong></p><p>The proposed research methods can significantly reduce the cost of delivery of urgent goods using unmanned aerial vehicles.</p><p>The proposed research methods can significantly reduce the cost of delivery of urgent goods using unmanned aerial vehicles. Perspective of further researches is studying of mathematical model of optimal servicing the delivery areas in the conditions of the lack of UAV. The constraints for practical purposes must have a group-theoretical approach to solving optimization problems and be reduced for the constructing an optimal cost matrix analysis. Algebraic approach is used, when there is a need in solving a large set of similar types of optimization problems with different constraints in the right hand side only.</p>It is possible to apply a heuristic algorithm for solving the problem of optimal UAV service. The problem means optimal coverage of a special graph with chains with restriction on the chain lengthhttp://eu-jr.eu/engineering/article/view/1170unmanned aerial vehiclegraphdroneoptimality criterionalgorithm solving methodphase coordinatesfunctionssupply chains
collection DOAJ
language English
format Article
sources DOAJ
author Denys Medynskyi
Iryna Borets
spellingShingle Denys Medynskyi
Iryna Borets
STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
EUREKA: Physics and Engineering
unmanned aerial vehicle
graph
drone
optimality criterion
algorithm solving method
phase coordinates
functions
supply chains
author_facet Denys Medynskyi
Iryna Borets
author_sort Denys Medynskyi
title STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
title_short STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
title_full STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
title_fullStr STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
title_full_unstemmed STUDY OF THE PROBLEM OF OPTIMAL MAINTENANCE OF UNMANNED AERIAL VEHICLES IN CONDITIONS OF A SHORTAGE OF VEHICLES
title_sort study of the problem of optimal maintenance of unmanned aerial vehicles in conditions of a shortage of vehicles
publisher Scientific Route OÜ
series EUREKA: Physics and Engineering
issn 2461-4254
2461-4262
publishDate 2020-03-01
description <p>The ways to find the ways of solving the problem of optimal service for unmanned aerial vehicles in the conditions of vehicle shortage are explored.</p><p>In the study of theory of optimal control and discrete optimization insufficiently explored the problem of optimal graph coverage by the chains of a fixed pattern with the help of a description system of ordinary differential equations.</p><p>With the help of the graph theory investigated the optimization problem of the «Upper Cover» for unmanned aerial vehicles service in the conditions of vehicle shortage has been solved.</p><p>Study of the problem relates to the mathematical dependence of transport systems. It can be used for determination of the optimal ratio between the amount of Unmanned Aerial Vehicles and fuel (electricity) reserves used by the Unmanned Aerial Vehicles. The method of solving the problem of determining the weight of the arcs of the graph and the problem of constructing a chain is based on that dependence. Part of the problem is the task of docking. The combinatorial task of choosing a set of stations for servicing points of the initial unmanned aerial vehicles dislocation is based on the dependence mentioned. Effective method for solving the problem of optimal coverage of a graph for supply chains with constraints is developed on the bases of the dependence.<strong></strong></p><p>The proposed research methods can significantly reduce the cost of delivery of urgent goods using unmanned aerial vehicles.</p><p>The proposed research methods can significantly reduce the cost of delivery of urgent goods using unmanned aerial vehicles. Perspective of further researches is studying of mathematical model of optimal servicing the delivery areas in the conditions of the lack of UAV. The constraints for practical purposes must have a group-theoretical approach to solving optimization problems and be reduced for the constructing an optimal cost matrix analysis. Algebraic approach is used, when there is a need in solving a large set of similar types of optimization problems with different constraints in the right hand side only.</p>It is possible to apply a heuristic algorithm for solving the problem of optimal UAV service. The problem means optimal coverage of a special graph with chains with restriction on the chain length
topic unmanned aerial vehicle
graph
drone
optimality criterion
algorithm solving method
phase coordinates
functions
supply chains
url http://eu-jr.eu/engineering/article/view/1170
work_keys_str_mv AT denysmedynskyi studyoftheproblemofoptimalmaintenanceofunmannedaerialvehiclesinconditionsofashortageofvehicles
AT irynaborets studyoftheproblemofoptimalmaintenanceofunmannedaerialvehiclesinconditionsofashortageofvehicles
_version_ 1724554329200787456