Target image identification transmission line state monitoring system based on visual attention mechanism

A technology of state monitoring system and visual attention mechanism, which is applied in closed-circuit television systems, overhead lines/cable equipment, etc., can solve problems such as unstable prediction results and poor application and promotion capabilities, and achieve improved image recognition efficiency and transmission line state detection Accuracy, reduced training time, improved efficiency and accuracy effects

Inactive Publication Date: 2012-08-15
CHENGDU SENYUAN SWITCH
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Problems solved by technology

However, the application of state monitoring in the transmission line online monitoring system is less than 5 years old. Based on the state monitoring and prediction of BP neural network technology, the system has a problem that the pred

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  • Target image identification transmission line state monitoring system based on visual attention mechanism
  • Target image identification transmission line state monitoring system based on visual attention mechanism
  • Target image identification transmission line state monitoring system based on visual attention mechanism

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Embodiment Construction

[0047] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0048] All features disclosed in this specification, or steps in all disclosed methods or processes, except for mutually exclusive characteristics and / or steps, can be combined in any way, unless otherwise stated, they can be used by other equivalent or similar Instead, each feature is intended to be replaced by alternative features, that is, each feature is only one embodiment of a series of equivalent or similar features unless stated otherwise.

[0049] like figure 1 As shown, a target image recognition transmission line status monitoring system based on visual attention mechanism, the system i...

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Abstract

The invention discloses a target image identification transmission line state monitoring system based on a visual attention mechanism. The target image identification transmission line state monitoring system comprises a monitoring device on a tower pole, another monitoring device on a line and a monitoring center, wherein the monitoring device on the tower pole comprises a data image acquisition terminal, a master control unit and a wind-solar complementary system; the monitoring device on the line comprises an acquisition terminal on the line, a master control unit on the line and a current sensing electricity taking device; and both the monitoring device on the tower pole and the monitoring device on the line send the data to the monitoring center by a wireless video and data communication unit via a GPRS (General Packet Radio Service)/EDGE (Electronic Data Gathering Equipment)/3G network. The whole system is a comprehensive application system which integrates software and hardware, as well as integrates automatic control, computer data processing and communication, the purpose of all-weather on-line monitoring under any complex weather condition is realized, and the image identification efficiency and the transmission line state detection accuracy are substantially improved.

Description

technical field [0001] The invention relates to a target image recognition transmission line state monitoring system based on a visual attention mechanism, and belongs to the technical field of transmission line state monitoring systems. Background technique [0002] The transmission line status monitoring system is an important link in the construction of the national smart grid and the creation of a unified, strong and intelligent grid. It is an intelligent monitoring system supported by communication, information and control technologies. The all-weather online monitoring application system for pollution, icing, wind and rain, wind deviation, galloping, and channel conditions is to realize line operation status evaluation, fault diagnosis, condition maintenance and risk warning, and realize controllable, controllable and in-control line operation status important means and effective methods. Conductor sag, conductor temperature and environmental meteorological conditions...

Claims

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Application Information

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IPC IPC(8): H02G1/02H04N7/18
Inventor 赵建军冷彪黄勇
Owner CHENGDU SENYUAN SWITCH
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