Multilingual alarm information category determination method, system, equipment and storage medium

A technology of alarm information and judgment method, applied in neural learning methods, semantic analysis, text database clustering/classification, etc., can solve problems such as poor classification accuracy, and achieve the effect of improving accuracy

Active Publication Date: 2022-01-07
XIAN THERMAL POWER RES INST CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the disadvantages of poor classification accuracy of multilingual alarm information classification in the above-mentioned prior art, and to provide a multilingual alarm information category determination method, system, equipment and storage medium

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  • Multilingual alarm information category determination method, system, equipment and storage medium
  • Multilingual alarm information category determination method, system, equipment and storage medium
  • Multilingual alarm information category determination method, system, equipment and storage medium

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Embodiment Construction

[0025] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part 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 shall fall within the protection scope of the present invention.

[0026] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate ...

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Abstract

The invention belongs to the field of natural language processing, and discloses a multilingual alarm information category determination method, system, equipment and storage medium, comprising the following steps: acquiring multilingual alarm information to be classified; passing the multilingual alarm information to be classified through preset The word library is encoded into a code sequence; input the code sequence into the preset high-dimensional semantic feature extraction model to obtain a high-dimensional semantic feature vector; input the high-dimensional semantic feature vector into the preset alarm type classification model to obtain multilingual alarms to be classified The alarm type of the message. Eliminates the differences in the form of Chinese, English, and numbers in multilingual alarm information, and only retains their semantic relevance. It can extract semantic features from multilingual alarm information through a single high-dimensional semantic feature extraction model, and With the help of the alarm information classification model, the classification of multilingual alarm information can be realized, and the accuracy of multilingual alarm information category judgment can be effectively improved.

Description

technical field [0001] The invention belongs to the field of natural language processing, and relates to a multilingual alarm information category determination method, system, equipment and storage medium. Background technique [0002] As the brain of the thermal power plant, the distributed control system needs to monitor the operating status of the power generation equipment of the thermal power plant in real time, as well as the lower computer cards of the control system itself and the operating status of the controller. The machine needs to record the alarm information. In practice, due to the huge number of devices that can generate alarms, a large amount of alarm information will be recorded during use. In order to reasonably apply these alarm information, it is necessary to divide the alarm information according to the actual alarm type. [0003] Information classification is a problem in the field of natural language processing, and English sentences are usually pr...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/33G06F16/35G06F40/30G06N3/04G06N3/08
CPCG06F16/3344G06F16/35G06F40/30G06N3/08G06N3/044
Inventor 曾卫东王鑫陈翔梁法光王宾管磊文继锋程国栋陈修迪
Owner XIAN THERMAL POWER RES INST CO LTD
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