Research on Digital Qualification Certification Technology for Practitioners in the Field of Power Grid Automatic Control

Facing the challenges that current qualification certification exams for practitioners in the field of power grid automatic control fail to comprehensively simulate the actual operation of automatic control software and difficult to evaluate practitioners' capabilities in handling faults and anomalies, a digital qualification certification method for automatic control business practitioners is proposed. Firstly, the method of design, arrangement and configuration of qualification certification examination virtual simulation environment based on containerization technology is proposed to realize “on-demand construction and one-click deployment” of qualification certification examination environment. Secondly, based on the knowledge reasoning technology of qualification certification case database generation, the BDI agent model is constructed to quickly generate test cases suitable for candidates' identities and realize the automatic triggering of test case events. Finally, using the method of unstructured operation sequence feature extraction and structured answer rule matching, the candidates' skill assessment and skill portrait construction are realized, which provides a basis for the skill evaluation of practitioners in the field of power grid automatic control.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/itnec60942.2024.10733043
Primary Topic
Smart Grid and Power Systems
Type
article
Field-Weighted Citation Impact
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Research on Digital Qualification Certification Technology for Practitioners in the Field of Power Grid Automatic Control

Chengjian Qiu, Xiaolin Qi, Yi Han, Lixin Li et al.
Smart Grid and Power Systems
article

Research on Digital Qualification Certification Technology for Practitioners in the Field of Power Grid Automatic Control

Chengjian Qiu, Xiaolin Qi, Yi Han, Lixin Li, Xuri Song
article en

Abstract

Facing the challenges that current qualification certification exams for practitioners in the field of power grid automatic control fail to comprehensively simulate the actual operation of automatic control software and difficult to evaluate practitioners' capabilities in handling faults and anomalies, a digital qualification certification method for automatic control business practitioners is proposed. Firstly, the method of design, arrangement and configuration of qualification certification examination virtual simulation environment based on containerization technology is proposed to realize “on-demand construction and one-click deployment” of qualification certification examination environment. Secondly, based on the knowledge reasoning technology of qualification certification case database generation, the BDI agent model is constructed to quickly generate test cases suitable for candidates' identities and realize the automatic triggering of test case events. Finally, using the method of unstructured operation sequence feature extraction and structured answer rule matching, the candidates' skill assessment and skill portrait construction are realized, which provides a basis for the skill evaluation of practitioners in the field of power grid automatic control.

North China Electric Power University (CN), China Electric Power Research Institute
Affordable and clean energy
Openalex Percentile: Top 83%
Smart Grid and Power Systems
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