Digital evaluation of power grid business capability by introducing semantic analysis technology

In order to ensure the stable development of the power grid business and optimize resource allocation, a digital evaluation of power grid business capability is proposed by introducing semantic analysis technology. Under the semantic analysis technology, the objective function of digital evaluation of power grid business capability is constructed, and the constraint conditions are set. Considering the four factors of basic data capability, business operation efficiency, intelligence level and energy utilization efficiency, the digital evaluation index system of power grid business capability is established. The subjective weighting coefficient and objective weighting coefficient of the evaluation index are calculated, and the comprehensive weight of the digital evaluation index of power grid business capability is obtained by combining weights. The experimental results show that this method can effectively calculate the comprehensive weight of evaluation indicators and improve the evaluation ability, and has achieved remarkable results in many aspects.

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Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1109/sgei63936.2024.10914335
Primary Topic
Advanced Computational Techniques and Applications
Type
article
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Digital evaluation of power grid business capability by introducing semantic analysis technology

Qiugen Pei
Advanced Computational Techniques and Applications
article

Digital evaluation of power grid business capability by introducing semantic analysis technology

Qiugen Pei
article en

Abstract

In order to ensure the stable development of the power grid business and optimize resource allocation, a digital evaluation of power grid business capability is proposed by introducing semantic analysis technology. Under the semantic analysis technology, the objective function of digital evaluation of power grid business capability is constructed, and the constraint conditions are set. Considering the four factors of basic data capability, business operation efficiency, intelligence level and energy utilization efficiency, the digital evaluation index system of power grid business capability is established. The subjective weighting coefficient and objective weighting coefficient of the evaluation index are calculated, and the comprehensive weight of the digital evaluation index of power grid business capability is obtained by combining weights. The experimental results show that this method can effectively calculate the comprehensive weight of evaluation indicators and improve the evaluation ability, and has achieved remarkable results in many aspects.

China Southern Power Grid (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 74%
Advanced Computational Techniques and Applications
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Digital evaluation of power grid business capability by introducing semantic analysis technology — Qiugen Pei · (2024) | TGRS Research Map | TGRS