LAPSE:2023.13224
Published Article
LAPSE:2023.13224
Energy Efficient UAV Flight Control Method in an Environment with Obstacles and Gusts of Wind
February 28, 2023
This article presents an energy-efficient method of controlling unmanned aircraft (fixed-wing UAVs), which consists of three groups of algorithms: aerial vehicle route planning, in-flight control, and algorithms to correct the preplanned flight trajectory. All algorithms shall take into account the existence of obstacles that the UAV must avoid and wind gusts in the UAV’s area of operation. Tests were carried out on the basis of the UAV mathematical model, stabilization and navigation algorithms, and Dryden turbulence model, considering the parameters of the UAV’s propulsion system. The work includes a detailed description of constructing a network of connection that is used to plan a UAV mission. It presents the algorithm for determining the actual distances between the different points in the field of action, which takes into account the existence of obstacles. The algorithm shall be based on methods for determining the flight trajectory on a hexagonal grid. It presents the developed proprietary UAV path planning algorithm based on a model from a group of algorithms of mixed integer linear problem (MILP) optimization. It presents the manner in which the pre-prepared flight path was used by UAV controllers that supervised the flight along the preset path. It details the architecture of contemporary unmanned aerial vehicles, which have embedded capability to realize autonomous missions, which require the integration of UAV systems into the route planning algorithms set out in the article. Particular attention has been paid to the planning and implementation methods of UAV missions under conditions where wind gusts are present, which support the determination of UAV flight routes to minimize the vehicle’s energy consumption. The models developed were tested within a computer architecture based on ARM processors using the hardware-in-the-loop (HIL) technique, which is commonly used to control unmanned vehicles. The presented solution makes use of two computers: FCC (flight control computer) based on a real-time operating system (RTOS) and MC (mission computer) based on Linux and integrated with the Robot Operating System (ROS). A new contribution of this work is the integration of planning and monitoring methods for the implementation of missions aimed at minimizing energy consumption of the vehicle, taking into account wind conditions.
Keywords
energy efficient path planning, FCC, flight control, hardware-in-the-loop, MILP, UAV
Suggested Citation
Chodnicki M, Siemiatkowska B, Stecz W, Stępień S. Energy Efficient UAV Flight Control Method in an Environment with Obstacles and Gusts of Wind. (2023). LAPSE:2023.13224
Author Affiliations
Chodnicki M: Air Force Institute of Technology, Księcia Bolesława 6, 01-494 Warsaw, Poland [ORCID]
Siemiatkowska B: Institute of Automatic Control and Robotics, Warsaw University of Technology, 02-525 Warsaw, Poland [ORCID]
Stecz W: Faculty of Cybernetics, Military University of Technology, 00-908 Warsaw, Poland [ORCID]
Stępień S: Institute of Automatic Control and Robotics, Poznan University of Technology, 60-965 Poznan, Poland [ORCID]
Journal Name
Energies
Volume
15
Issue
10
First Page
3730
Year
2022
Publication Date
2022-05-19
Published Version
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en15103730, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.13224
This Record
External Link

doi:10.3390/en15103730
Publisher Version
Download
Files
Feb 28, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
166
Version History
[v1] (Original Submission)
Feb 28, 2023
 
Verified by curator on
Feb 28, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.13224
 
Original Submitter
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version