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

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...

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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