Automatic detection method for zero-value insulator in power transmission line

A zero-value insulator and automatic detection technology, which is applied in neural learning methods, computer components, instruments, etc., can solve problems such as low precision and inaccurate positioning of insulators, and achieve the effect of improving accuracy

Active Publication Date: 2022-07-08
STATE GRID JIANGXI ELECTRIC POWER CO LTD RES INST +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to overcome the problems of inaccurate positioning and low precision of insulators in the prior art, the present invention provides an automatic detection method for zero-value insulators in transmission lines

Method used

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  • Automatic detection method for zero-value insulator in power transmission line
  • Automatic detection method for zero-value insulator in power transmission line
  • Automatic detection method for zero-value insulator in power transmission line

Examples

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Embodiment Construction

[0036] The present application is further explained in detail below with reference to the accompanying drawings.

[0037] refer to figure 1 , an automatic detection method for zero-value insulators in transmission lines, the steps are as follows:

[0038] S1. Obtain an infrared inspection image and a visible light inspection image;

[0039]S2. Identify the insulator in the visible light inspection image through target detection, and then crop the visible light inspection image to obtain the visible light image of the insulator;

[0040] S3, using an image mask to segment the steel cap of the insulator in the visible light image of the insulator;

[0041] S4. With reference to the segmented visible light image of the insulator, the segmentation of the steel cap area of ​​the insulator in the infrared inspection image is achieved through feature matching;

[0042] S5. Determine whether there is a zero-value insulator in the insulator string by calculating the relative temper...

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PUM

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Abstract

The invention discloses an automatic detection method for a zero-value insulator in a power transmission line. The method comprises the following steps: acquiring an infrared inspection image and a visible light inspection image; identifying an insulator in the visible light inspection image through target detection, and then cutting the visible light inspection image to obtain an insulator visible light image; segmenting the insulator steel cap in the insulator visible light image by using an image mask; according to the segmented insulator visible light image, segmentation of an insulator steel cap area in the infrared inspection image is realized through feature matching; and judging whether the insulator string has a zero-value insulator or not by calculating the relative temperature difference of each insulator steel cap. According to the method, the zero-value insulator is judged, and the insulator can be accurately and automatically positioned, so that the detection accuracy of the zero-value insulator can be effectively improved.

Description

technical field [0001] The invention relates to an automatic detection method for a zero-value insulator in a transmission line, and belongs to the technical field of insulator detection. Background technique [0002] In power systems, insulators are widely used insulating components in transmission lines, but during operation, they are gradually degraded by factors such as atmospheric pollution, electrical load, and mechanical stress, and eventually form zero-value insulators. The existence of zero-value insulators can easily lead to flashover accidents and lead to grid paralysis, which poses a great threat to the insulation design of the line and the safe operation of the power system. Therefore, it is of great significance to detect whether there are zero-value insulators in the insulator string. Infrared detection technology is based on the difference between the thermal imaging characteristics of zero-value insulators and normal insulators. It has the advantages of reli...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/10G06V10/26G06V10/75G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/22Y04S10/52
Inventor 胡京胡睿哲况燕军尹林邹建章饶斌斌李帆王文彬
Owner STATE GRID JIANGXI ELECTRIC POWER CO LTD RES INST
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