Traction substation outdoor insulator abnormity detection method
A technology for traction substations and anomaly detection, applied in image data processing, instruments, biological neural network models, etc.
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[0022] The method of the present invention can be used in traction substations containing insulators. The traditional power inspection method mainly relies on manual inspection, which is time-consuming, low in efficiency and long inspection cycle. The emergence of helicopters, drones, and high-definition cameras makes it possible to take insulator images instead of original visual inspections. Compared with traditional methods, the way of conducting inspections through smart devices has the advantages of high safety, easy implementation, and high efficiency. The abnormal detection of the outdoor insulators of the traction substation can be realized by the detection method proposed by the present invention.
[0023] Specifically, an insulator positioning network is first constructed, and the insulators in the traction substation image taken by the camera are extracted by target to obtain the insulator image. Then an insulator image generation network is built, which is based on t...
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