Transformer respirator detection method, classification model construction method, computer readable medium and transformer respirator monitoring system

A respirator and transformer technology, applied in computer parts, calculations, instruments, etc., can solve the problems of grid risk, transformer oil damp, gas relay and respirator unable to protect the main transformer, etc., and achieves good recognition effect and abnormal noise. The effect of robustness and improving the efficiency of state recognition

Pending Publication Date: 2020-06-12
国网河南省电力公司超高压公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the long time for replacing the silicone tank of the respirator, the heavy gas relay and the respirator cannot protect the main transformer during this period. The main transformer is damaged
At the same time, during the time of replacing the silica gel of the respirator,

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0051] Embodiment 1: a kind of method of building classifier identification model, comprises the following steps:

[0052] Obtain a training image sample, the pixel color in the training image sample includes a positive example color and a negative example color, the positive example color belongs to the first color gamut, the negative example color belongs to the second color gamut, the first color gamut and the second color gamut The intersection of domains is empty. Considering that the pure color color comparison card is used as a training image sample, there is a big gap between its application environment and the classifier recognition model. The color will also change color in different lighting environments, and there are too many uncontrollable factors. In this embodiment, real pictures are used as training sample images. For example, you can search for "blue picture" in a search engine, and use the color in the non-solid color picture that is mainly blue as the cou...

Embodiment 2

[0072] Embodiment 2: A transformer respirator monitoring system, including a lower computer and an upper computer, the lower computer includes a controller and a communication module for communicating with the upper computer, and the controller has a built-in computer that stores a transformer respirator detection program. The reading medium, or, the controller is connected to a computer-readable medium storing the detection program of the transformer respirator; the communication module is connected to the controller through communication. The communication module may be a wired communication module, a wireless communication module, a mechanical coupling module, an optical coupling module, an acoustic coupling module, and the like. In the prior art, the wired communication modules include RS485 communication module, RS232 communication module, RS422 communication module, SPI communication module, I2C communication module, serial port communication module, etc., and electrical ...

Embodiment 3

[0073] Embodiment 3: A transformer respirator monitoring system, including a lower computer, which includes a controller and a color recognition module. The controller is built with a computer-readable medium storing the testing program of the transformer respirator, or the controller is communicatively connected with a computer-readable medium storing the testing program of the transformer respirator. The color recognition module is communicated with the controller. Communication connection refers to the transmission and interaction of signals to form communication between connected devices. The specific implementation methods of communication connection include: electrical signal communication, electromagnetic wave communication, mechanical coupling communication, optical communication, sound communication, etc. The color identification module is used to install at the corresponding position of the transformer respirator to be detected, so as to identify the color data of t...

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PUM

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Abstract

The invention discloses a transformer respirator detection method, a classification model construction method, a computer readable medium storing a transformer respirator detection program and a transformer respirator monitoring system, and belongs to the field of transformer detection. At least five characteristics of hue, saturation and brightness in an HSV color space, blue concentration offsetand red concentration offset in a YCbCr color space and the like are associated with non-failed colors and failed colors of the transformer respirator, so that the available state of the transformerrespirator is detected.

Description

technical field [0001] The invention relates to the technical field of transformer respirator maintenance, in particular to a transformer respirator detection method, a method for constructing a classifier identification model, a computer-readable medium storing a transformer respirator detection program, and a transformer respirator device monitoring system. Background technique [0002] Respirator, also known as moisture absorber, is an auxiliary safety protection device of the main transformer and is widely used in power systems. The weather in the south is humid, and the silica gel adsorbent in the respirator fails frequently. Therefore, for the main transformer, replacing the silicone rubber of the respirator is a regular maintenance work. The traditional respirator silicone tank needs to be removed from the heavy gas protection of the main transformer before replacement, and the heavy gas protection should be turned on again after the replacement is completed. Due t...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06K9/46
CPCG06V10/56G06V2201/034G06F18/2411G06F18/214
Inventor 汤会增张利张高峰姬彦洵陈凯王炎黄健金刘涛王恩刚郭凯郭果梁向阳崔孟阳岳雷刚裴东良
Owner 国网河南省电力公司超高压公司
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