Power transformation equipment typical visual defect detection system and method based on edge cloud cooperation

A technology for power transformation equipment and visual defects, which is applied in closed-circuit television systems, televisions, transmission systems, etc., and can solve problems such as low detection efficiency

Active Publication Date: 2020-06-19
STATE GRID CORP OF CHINA +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] How to solve the technical problem of low detection efficiency

Method used

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  • Power transformation equipment typical visual defect detection system and method based on edge cloud cooperation
  • Power transformation equipment typical visual defect detection system and method based on edge cloud cooperation
  • Power transformation equipment typical visual defect detection system and method based on edge cloud cooperation

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Embodiment 1

[0033] Such as Figure 1 ~ Figure 3 As shown, the present invention discloses a typical visual defect detection system for substation equipment based on edge-cloud collaboration, including inspection robots, image acquisition devices for substation equipment, edge computing platforms, cloud server platforms, and communication devices. The image data preprocessing module on the computing platform, the typical visual defect detection module of power substation equipment, the typical visual defect image data management module and the typical visual defect detection model management module, and the typical visual defect detection model of power substation equipment running on the cloud server platform Training module, typical visual defect image database module, typical visual defect image detection module and autonomous training management module.

[0034] The image acquisition device of the substation equipment includes a first image acquisition device and a second image acquisi...

Embodiment 2

[0049] Such as Figure 4 As shown, the present invention discloses a typical visual defect detection method for substation equipment based on edge-cloud collaboration, including steps S1 to S5, specifically as follows:

[0050] S1, the image acquisition device of the substation equipment collects the image data of the substation equipment and sends it to the edge computing platform.

[0051] S2. The edge computing platform preprocesses the image data uploaded by the image acquisition device of the substation equipment and sends it to the typical visual defect detection model of the substation equipment. The typical visual defect detection model of the substation equipment detects defects in the image. one step, otherwise go to step S1.

[0052] S3, the edge computing platform marks the defect position and defect type on the image data of the defective electrical substation equipment, and saves the defect image and defect mark data to the storage device of the edge computing p...

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Abstract

The invention discloses a power transformation equipment typical visual defect detection system and method based on edge cloud cooperation, and relates to the technical field of edge computing and cloud computing. The system comprises an inspection robot, a power transformation equipment image acquisition device, an edge computing platform, a cloud server platform, a communication device, an imagedata preprocessing module, a power transformation equipment typical visual defect detection module and a typical visual defect image data management module. The method comprises the steps of S1, acquiring power transformation equipment image data by the power transformation equipment image acquisition device and sending the power transformation equipment image data to an edge computing platform;through the inspection robot, the power transformation equipment image acquisition device, the edge computing platform, the cloud server platform, the communication device, the image data preprocessing module, the power transformation equipment typical visual defect detection module, the typical visual defect image data management module and the like, high power transformation equipment typical visual defect detection working efficiency is realized.

Description

technical field [0001] The invention relates to the technical fields of edge computing and cloud computing, and in particular to a system and method for detecting typical visual defects of substation equipment based on edge-cloud collaboration. Background technique [0002] The substation is an important part of the power grid, and the reliable operation of the substation equipment is the basis for the production safety of the substation. Substation equipment may have various typical visual defects or foreign objects, such as discoloration of respirators, oil leakage, damaged insulators, bird’s nests, etc., which will cause safety hazards to the normal operation of substations. The key to safe and stable operation. At present, in addition to relying on manpower to inspect the typical visual defects or foreign objects in substation equipment, substation inspection robots are also used to take photos or videos of substation equipment, which are then detected by specialized te...

Claims

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Application Information

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IPC IPC(8): G01N21/88G06T7/00G06K9/62G06N3/04H04N7/18H04L29/08G07C1/20
CPCG01N21/8851G06T7/0002H04N7/181H04L67/10G07C1/20G01N2021/8887G06N3/045G06F18/214
Inventor 尹子会张玉亮付炜平孟荣范晓丹赵智龙李冰赵振兵
Owner STATE GRID CORP OF CHINA
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