Intelligent evaluation system and method suitable for power production PMS business work ticket

By designing an intelligent work ticket evaluation system suitable for power production PMS business, the word embedding results and similarity of work tickets are calculated using the BERT language model, and combining the safety index to evaluate the invoice skills of students, the problem that the existing system cannot systematically and objectively evaluate the skills of students is solved, and the training effect and safety are improved.

CN119692625AActive Publication Date: 2025-03-25ANHUI ELECTRICAL ENG PROFESSIONAL PROFESSIONAL TECHN COLLEGE +1
View PDF 4 Cites 0 Cited by

Patent Information

Application Number
CN202510197408.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-02-21
Publication Date
2025-03-25
Estimated Expiration
2045-02-21

AI Technical Summary

Technical Problem

The existing work ticket simulation training system lacks real-time evaluation and supervision functions for the students' operation process, and cannot systematically and objectively evaluate the students' invoice skills, making it difficult to quantify the training effect. Students are prone to errors in actual operations, bringing potential safety risks.

Method used

An intelligent evaluation system for work tickets for PMS business for power production is designed, which includes work ticket acquisition module, similarity calculation module, safety index calculation module and intelligent evaluation module. By entering the work ticket and typical ticket into the BERT pre-trained language model, the word embedding results and similarity of the work ticket are calculated, and the safety index is combined to determine whether the students' simulation training is qualified.

Benefits of technology

It has realized intelligent and objective evaluation of students' invoice skills, improved the training effect, reduced the error rate in actual operations, and provided strong guarantees for the safe operation of the power system.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN119692625A_ABST
    Figure CN119692625A_ABST
Patent Text Reader

Abstract

The invention relates to the technical field of intelligent evaluation, in particular to an intelligent evaluation system and method suitable for power production PMS business work tickets. Firstly, a work ticket and a typical ticket are input into a BERT pre-training language model, a word embedding result of the work ticket and a word embedding result of the typical ticket are output, a co-occurrence matrix is constructed based on the word embedding result of the work ticket and the word embedding result of the typical ticket, and the similarity of the work ticket and the typical ticket is calculated based on the co-occurrence matrix; analyzing based on the work ticket and the work ticket content index to obtain a safety index of the work ticket; and judging whether the simulation training of the trainee is qualified based on the similarity and the safety index of the work ticket. The PMS business work ticket intelligent evaluation system suitable for power production can intelligently and objectively evaluate the billing skills of trainees, improve the training effect, reduce the error rate in actual operation, and provide powerful guarantee for safe operation of a power system.
Need to check novelty before this filing date? Find Prior Art

Citation Information

Patent Citations

  • Similarity matching method and device for work tickets

    CN110399463A

  • Industrial chain risk deduction method based on open source intelligence

    CN113807645A

  • Determining skill adjacencies using a machine learning model

    US20210319334A1

  • Method and apparatus for training natural language pre-training model, device, and storage medium

    WO2024045318A1