Insulators find extensive use across diverse facets of power systems, playing a pivotal role in
ensuring the security and stability of electrical transmission. Detecting insulators is a …

The failure of an insulator may compromise the safety of the entire power transmission
system. Therefore, insulator defect detection is vital for the safe operation of power systems …

With the improvement of smart grid, utilizing unmanned aerial vehicles (UAV) to detect the
operation status of insulators has attracted widespread attention. The insulator defects can …

Current methodologies for insulator defect detection are hindered by limitations in real-world
applicability, spatial constraints, high computational demand, and segmentation challenges …

Machine learning based on hand-crafted features from the original aerial insulator image
has shown promising results in the insulator defect detection in recent years. Such …

Insulators are essential equipment to ensure the safety and reliability of power transmission
systems. Defective insulators may cause partial discharge and even lead to serious safety …

As a special insulation control, insulators protect transmission lines. In the process of
detecting insulators by UAV, locating the insulators is a prerequisite for defect detection …

The inspection and fault diagnosis of power transmission line via aerial images is becoming
widely used in smart grids and electrical power systems. However, the accuracy of detecting …

Insulator detection is an essential task for the safety and reliable operation of intelligent
grids. Owing to insulator images including various background interferences, most …

Regular inspection of the insulator operating status is essential to ensure the safe and stable
operation of the power system. Unmanned aerial vehicle (UAV) inspection has played an …