The invention discloses an unmanned aerial vehicle
power transmission line patrol method, which comprises the steps of S1, intelligent
route planning, constructing a
power transmission corridor digital twin model based on three-dimensional
laser point cloud data, S2, autonomous flight control, adopting an STM32F4 series MCU as a bottom layer controller, and running a real-time operation
system, S3, multi-
modal data acquisition, adopting a multi-
modal sensor matrix and a cooperative acquisition mechanism, and carrying out multi-
modal data acquisition. S4, real-time transmission
processing is carried out, and adaptive
code rate control is adopted; and S5, intelligent analysis and
decision making are carried out, and a
deep learning module is adopted. According to the unmanned aerial vehicle
power transmission line patrol method, key defects such as insulator damage and wire strand breakage in a power
transmission line are recognized and analyzed in real time,
image processing and target detection are directly completed at an equipment end through
edge computing capability, and only high-definition images with suspected defects are screened and returned to a
ground station or a
data center; the transmission data volume and the communication load are greatly reduced, the mechanism effectively realizes the real-time preliminary screening of the
line defects, and the inspection efficiency and the response speed are improved.