Bird nest identification method and system for power transmission line tower, and storage medium

A technology of transmission lines and recognition methods, applied in character and pattern recognition, instruments, computer components, etc., can solve problems such as short-circuit accidents of transmission lines, interference with normal operation of transmission lines, short-circuit of transmission lines, etc.

Pending Publication Date: 2020-01-21
SHENZHEN POWER SUPPLY BUREAU
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The natural activities of the bird's nest often interfere with the normal operation of the transmission line. For example, the nesting of the bird's nest on the transmission li

Method used

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  • Bird nest identification method and system for power transmission line tower, and storage medium
  • Bird nest identification method and system for power transmission line tower, and storage medium
  • Bird nest identification method and system for power transmission line tower, and storage medium

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0056] Embodiment 1 of the present invention proposes a bird's nest identification method for transmission line towers, which can be applied to a transmission line tower bird's nest identification system in Embodiment 2 of the present invention. The system includes an image acquisition unit, a feature extraction unit, and a bird's nest identification unit, and the bird's nest identification unit includes an area generation unit and a target detection unit. Wherein, the image acquisition unit, the feature extraction unit, and the bird's nest identification unit can be integrated into one device, such as a controller to implement. The system can be powered by or in other ways, and can be installed on a utility pole or a utility tower to drive away bird's nests.

[0057] It should be noted that the device described in Embodiment 2 is only a carrier for realizing the method described in Embodiment 1, and the realization of the method described in Embodiment 1 is not limited to a f...

Embodiment 2

[0126] Embodiment 2 of the present invention proposes a transmission line tower bird's nest identification system, which is used to realize the transmission line tower bird's nest identification method described in Embodiment 1, including:

[0127] Image acquisition unit 1, used to acquire power line images in real time;

[0128] A feature extraction unit 2, configured to perform convolution processing on the current power line image to obtain a feature map;

[0129] The bird's nest identification unit 3 is used to carry out target detection to the feature map, and carry out bird's nest identification or discard the current transmission line image according to the detection result; wherein, if the current transmission line image generates a detection frame after detection, then further the current transmission line Bird's nest recognition is performed on the image, and if the current transmission line image does not generate a detection frame after detection, the current trans...

Embodiment 3

[0136] Embodiment 3 of the present invention provides a computer-readable storage medium, including: computer-executable instructions, which are used to execute the transmission line tower bird's nest identification method described in Embodiment 1 when the computer-executable instructions are executed.

[0137] It should be noted that based on the content of this article, those skilled in the art can clearly understand that the present invention can be realized by means of software and necessary general-purpose hardware, and of course it can also be realized by hardware, but in many cases the former is a better implementation Way. Based on this understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as a floppy disk of a computer , read-only memory (Read-Only Memory, R...

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PUM

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Abstract

The invention provides a bird nest identification method and system for a power transmission line tower, and a storage medium. The method comprises the steps: obtaining a current power transmission line image in real time; performing convolution processing on the current power transmission line image to obtain a feature map; carrying out target detection on the feature map, and carrying out bird nest identification or discarding a current power transmission line image according to a detection result; wherein if a detection frame is generated after the current power transmission line image is detected, bird nest recognition is further carried out on the current power transmission line image, and if the detection frame is not generated after the current power transmission line image is detected, discarding the current power transmission line image. According to the invention, faults of a power transmission line can be reduced, and the stability and reliability of power transmission are improved.

Description

technical field [0001] The invention relates to the technical field of transmission line tower bird's nest identification, and in particular relates to a transmission line tower bird's nest identification method, system, and storage medium. Background technique [0002] Transmission lines play a very important role in the power system and are inseparable from people's lives. If there is a large-scale power outage, it will cause immeasurable losses to the public. The natural activities of the bird's nest often interfere with the normal operation of the transmission line. For example, the nesting of the bird's nest on the transmission line tower is likely to cause a short-circuit accident on the transmission line. Reduced, resulting in a short circuit of the transmission line and a failure of the power system. Contents of the invention [0003] The present invention aims to propose a transmission line tower bird's nest identification method, its system, and a storage medium...

Claims

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Application Information

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IPC IPC(8): G06K9/32G06K9/34G06K9/62
CPCG06V10/25G06V10/267G06F18/241
Inventor 饶竹一张云翔
Owner SHENZHEN POWER SUPPLY BUREAU
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