Pressing plate state image identification method and system

An image recognition and state recognition technology, applied in the field of power grid operation and maintenance, can solve the problems of error-prone, easy to miss or wrongly patrol the screen cabinet pressure plate, and high operation frequency, and achieve the effect of ensuring uniqueness and correctness.

Pending Publication Date: 2021-12-14
STATE GRID FUJIAN ELECTRIC POWER CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] During the process of checking the status of platen throw-in and withdrawal, there are many screen cabinets, a large number of platens, and a high frequency of operations. It is easy for operation and maintenance personnel to make subjective judgments on whether the platen throw-in and withdrawal is correct;
When checking the switch-in and withdrawal status of the pressure plate, each screen cabinet and the pressure plate on the site are basically the same, and there is no obvious sign to indicate whether the pressure plate of the screen cabinet should be cast or withdrawn, and the operator is likely to miss or wrongly inspect the pressure plate of the screen cabinet;
The pressure plate generally does not have a mandatory locking device to lock and prohibit the operation of throwing and withdrawing. When the door of the screen cabinet is opened, the throwing and withdrawing operation can be performed at will, and there is a risk of mistakenly throwing, mistakenly returning, missing, throwing and returning the pressure plate.

Method used

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  • Pressing plate state image identification method and system
  • Pressing plate state image identification method and system
  • Pressing plate state image identification method and system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[0053] In this example, the mobile terminal adopts the Android system, integrates the trained neural network weight file and the engine model, and has the function of automatically identifying the QR code to check the uniqueness of the identified object. By controlling the mobile terminal camera to adjust the focal length to the secondary device ( Such as the platen) for automatic camera image acquisition, image denoising processing, target edge detection, layout arrangement analysis, state feature discrimination and other key steps, and call the secondary device recognition engine (AI algorithm for platen image recognition based on neural network), complete Monitor and judge the state of the platen position and output the recognition result.

[0054] The platen identification technical parameters of the secondary equipment identification engine are as follows:

[0055] Comprehensive recognition accuracy: >= 96%

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PUM

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Abstract

The invention provides a pressing plate state image identification method and system, which can be used for verifying an operation result when operation and maintenance personnel execute pressing plate switching operation on a transformer substation screen cabinet according to an electronic operation ticket, and the identification method comprises the following steps: identifying the current state of each pressing plate of the screen cabinet after the pressing plate switching operation by using a mobile terminal APP; employing the mobile terminal APP for identifying and reading a label at the screen cabinet of the transformer substation, and querying the pressing plate switching target state of the screen cabinet after the pressing plate switching operation from the pressing plate account management module according to the identification and reading result of the label; after one step or multiple steps of pressing plate switching operation are executed according to the electronic operation ticket, performing operation result verification on the identified current state of the pressing plate according to the queried pressing plate switching target state in the method, and when the pressing plate state recognition result is not consistent with the pressing plate switching target state, stopping the pressing plate subsequent operation in the electronic operation ticket. According to the invention, the efficiency and accuracy of pressure plate state checking can be improved, and the workload and difficulty of pressure plate state checking and pressure plate inspection can be reduced.

Description

technical field [0001] The invention relates to the technical field of power grid operation and maintenance, in particular to an image recognition method and system for a pressing plate state. Background technique [0002] In the substation's platen inspection, operation and maintenance routine switching and checking the correctness of the platen throwing and withdrawing during the maintenance operation process is the key work of the daily operation and maintenance. In order to meet the normal state of the platen throwing and withdrawing, the platen is generally put into operation on a monthly, quarterly and operational basis. Retirement status check, which puts high demands on the work efficiency and quality of operation and maintenance personnel. [0003] The target of the pressure plate status check is the pressure plate on each protective device screen cabinet of the substation. A 220kV conventional substation generally has 50~80 screen cabinets, and each screen cabinet ...

Claims

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Application Information

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IPC IPC(8): H02J13/00G06K17/00G06K9/62G06N3/08
CPCH02J13/00001H02J13/00024G06K17/0025G06N3/08G06F18/214Y02E60/00Y04S40/126
Inventor 林静怀王永明朱宗毅陈郑平林匹陈书里董根源吴智晖吴宇李宽宏叶彦涛刘必晶黄海腾张朋超陈壮壮余斯航董欣晓
Owner STATE GRID FUJIAN ELECTRIC POWER CO LTD
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