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Power grid monitoring alarm information classification method and system and readable storage medium

A technology for alarm information and power grid monitoring, which can be used in electrical digital data processing, text database query, unstructured text data retrieval, etc., and can solve problems such as low alarm signal efficiency

Pending Publication Date: 2019-10-11
JIANGSU ELECTRIC POWER CO +2
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Embodiments of the present invention provide a method, system, and readable storage medium for classifying power grid monitoring and alarm information, so as to overcome the problem of low efficiency in processing monitoring and alarm signals in the existing power grid monitoring business

Method used

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  • Power grid monitoring alarm information classification method and system and readable storage medium
  • Power grid monitoring alarm information classification method and system and readable storage medium
  • Power grid monitoring alarm information classification method and system and readable storage medium

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Embodiment Construction

[0077] 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, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.

[0078] An embodiment of the present invention provides a method for classifying power grid monitoring alarm information. figure 1 It is a flow chart of a method for classifying power grid monitoring alarm information provided by an embodiment of the present invention. see figure 1 The method for classifying power grid monitoring alarm information provided by the embodiment of the present invention is applied to a power grid monitoring alarm information classification system, and the method includes:

[0079] S10...

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Abstract

The embodiment of the invention discloses a power grid monitoring alarm information classification method and system and a readable storage medium. The method comprises the following steps: acquiringoriginal power grid monitoring alarm information; preprocessing the obtained original power grid monitoring alarm information to obtain monitoring alarm information; extracting a monitoring alarm event sample containing the monitoring alarm information from the monitoring alarm information, and constructing a training sample library; performing vectorization processing on text information in eachmonitoring alarm event sample, and obtaining feature vectors of the monitoring alarm event samples; and establishing a machine learning model according to the training sample library and the feature vectors of the monitoring alarm event samples, and obtaining a monitoring alarm event classification result of the monitoring alarm information. The technical scheme of the embodiment of the inventioncan realize automatic classification of the monitoring alarm events of the monitoring alarm information, and has the characteristics of high monitoring alarm signal processing efficiency and high taskprocessing standardization.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of grid operation monitoring alarm information classification, and in particular to a grid monitoring alarm information classification method, system and readable storage medium. Background technique [0002] With the expansion of power grid equipment and the improvement of intelligent monitoring level, the number of monitoring and alarm information generated by equipment failures has shown a geometric growth trend. The existing grid monitoring business relies on the monitoring method of responding to alarm information one by one, and needs to identify each piece of information one by one. Analyze and give feedback, relying on traditional alarm information windows, optical nameplate lists and other technical means are prone to misjudgment and misjudgment when equipment failures or abnormalities occur, and at the same time cause greater monitoring pressure on monitoring personnel, which c...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F17/27G06K9/62
CPCG06F16/3344G06F40/216G06F40/289G06F18/214G06F18/29
Inventor 赵扬卫志农李欣然黄秋根陶加贵马迪叶婷周科峰路晓敏
Owner JIANGSU ELECTRIC POWER CO
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