학술논문

A Multi-UAV Route Planning Method for Fast Inspection of Electric Power Transmission Lines
Document Type
Conference
Source
2024 International Conference on Unmanned Aircraft Systems (ICUAS) Unmanned Aircraft Systems (ICUAS), 2024 International Conference on. :835-842 Jun, 2024
Subject
Aerospace
Robotics and Control Systems
Transportation
Power transmission lines
Vehicle routing
Inspection
Autonomous aerial vehicles
Power grids
Planning
Batteries
Language
ISSN
2575-7296
Abstract
Electric power transmission lines are essential assets, and their maintenance is crucial to ensure a reliable service to society. However, with thousands of kilometers along the geography of any country, their inspection is costly and time-consuming. This paper proposes a route planning method for the fast inspection of power grids using a heterogeneous team of UAVs (Unmanned Aerial Vehicles). Given a power grid, the planning method, formulated as a vehicle routing problem, minimizes the mission time that the multi-UAV team needs to visually inspect the entire grid. The method integrates models of energy consumption and considers the existence of recharging stations where the aerial robots can recharge their batteries for long-term operation. Moreover, a clustering strategy is also presented to reduce the computational burden of the planning problem without compromising the quality of the solutions. The performance of the resulting approach is analyzed in simulation under different conditions that show the benefits. Finally, experimental results in the Doñana National Park (Spain) showcase the validity of the planning method for real-world applications.