Power system violation management method, device and power equipment

Abstract

The embodiment of the invention discloses a power system violation management method, device and power equipment. The power system violation management method includes: determining the target mapping relationship based on the sample document data of the power system and the preset vocabulary category table, the target mapping relationship is used to display the corresponding relationship between the power entity vocabulary and the entity category; based on the target mapping relationship, the preset A large number of sample violation records are processed to obtain a violation classification model, in which each sample violation record corresponds to a violation type; the violation data is obtained; data cleaning is performed on each violation record in the violation data; Word segmentation processing: based on the violation classification model and each violation record after word segmentation processing, determine the violation type of each violation record. This embodiment can automatically classify violation records through the violation classification model, which solves the problem of low classification efficiency and error-prone problems caused by manual classification in the prior art.

Description

technical field [0001] Embodiments of the present invention relate to the field of power system safety monitoring and analysis, and in particular, to a method, device, and power equipment for power system violation management. Background technique [0002] Electric power safety supervision and management is a safety measure carried out by the electric power enterprise safety management department and safety supervisors in accordance with the relevant national documents, enterprise rules and regulations, and whether the electric power enterprise and other management departments have implemented the national electric power industry safety production regulations and usage conditions. Oversee management activities. In order to better improve the safety supervision and management of power enterprises, the internal units and departments of each enterprise and their personnel form a power enterprise safety supervision system from top to bottom. [0003] Currently in the process of...

AI Technical Summary

Problems solved by technology

[0003] Currently, in the process of illegal data analysis, there is a problem of low data utilization

Although the power supply company has established a collection mechanism for safety monitoring data and production and operation data at all levels and disciplines, the collection and summary of various data still rely on manual work, which has low work efficiency, and there are problems with untrue and incomplete safety data. At the same time, there is a lack of The support of the data platform cannot effectively achieve data standardization and formatting, so it is difficult to obtain common problems in violations and carry out reasonable prevention

[0004] Production and operation data mainly store information in the form of text, including data of different types and structures. The data expression form is irregular and non-standard, and there is a strong correlation between text records in different formats, which makes data processing difficult.

In actual safe production, potential risks are detected and analyzed mainly through manual methods. Manual processing is limited, inefficient, time-consuming and laborious, and the risk information excavated is limited, which cannot provide effective guidance for actual safe production.

In addition, for a large amount of safety problem data, currently, artificial subjective experience is mainly used for judgment and analysis, usually only focusing on major problems that often occur, while ignoring small problems

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