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Flame identification method and system and medium

A flame identification and flame technology, applied in the field of systems and media, and flame identification methods, can solve the problems of relying on manual experience, harsh working environment, inflexibility, etc., and achieve the effect of ensuring economic benefits

Pending Publication Date: 2021-12-31
广东鉴面智能科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Among them, manual judgment is used to control the combustion operation conditions in the boiler by looking at the fire with a fire sight glass. The labor intensity is high and the working environment is harsh, but the efficiency has not been greatly improved, and it is too dependent on manual experience, which is very inflexible.

Method used

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  • Flame identification method and system and medium
  • Flame identification method and system and medium
  • Flame identification method and system and medium

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Embodiment Construction

[0032] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0033] On the one hand, the present invention provides a kind of flame identification method, comprising steps:

[0034] S100, acquiring a flame image;

[0035] S200, performing image processing through a flame edge repair algorithm to generate a data set;

[0036] S300, inputting the processed data set used for training into the YOLOV5 net...

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Abstract

The invention discloses a flame identification method and system, and a medium. The method comprises the following steps: S100, obtaining a flame image; S200, performing image processing through a flame edge repairing algorithm to generate a data set; S300, inputting the processed data set for training into a YOLOV5 network for training to obtain a flame state detection model; and S400, inputting the obtained actual data set into the flame detection model, and outputting a flame state detection result. With the adoption of the system, a blast furnace operator does not need to guess and deduce by experience to operate, but directly observe the real scene of the specific condition in the boiler, and can ensure the normal operation of the boiler by taking corresponding measures according to the actual combustion condition, so that the boiler achieves safe production, stable production and high yield, and an enterprise acquires huge economic benefits.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a flame identification method, system and medium. Background technique [0002] Boiler equipment is generally the key equipment in the high-temperature industrial production process, and heating and processing in the furnace body is often the most critical and complicated process, which is directly related to product quality and output. The flame characteristics corresponding to different combustion conditions in the furnace are somewhat different. There are mainly two types of existing technical means, one is manual judgment, and the other is image recognition technology with the help of traditional computers. Among them, manual judgment is used to control the combustion operation conditions in the boiler by looking at the fire with a fire sight glass. The labor intensity is high and the working environment is harsh, but the efficiency has not been greatly improved, an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/084G06N3/045G06F18/2414G06F18/253
Inventor 文高张桂兴钟鸿亮
Owner 广东鉴面智能科技有限公司
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