Design and optimisation of electrical information collection and transmission system based on multimodal information analysis

In order to improve the comprehensiveness of power information collection and the flexibility of transmission systems, this article combines multimodal information analysis to conduct in-depth research on system design and optimisation from the perspective of software and hardware structure, and tests it from four aspects: data collection quality, data transmission efficiency, accuracy, and system security. The results show that in terms of data transmission accuracy, the average power data transmission accuracy test result of the system in this article reaches about 92.93%; the average test result of AC simulation transmission accuracy reaches about 93.11%; the average accuracy test result of working condition data transmission reaches about 91.68%. From the experimental results, it can be seen that under traditional finite network technology, the transmission accuracy test results of the electrical energy data, AC analogue quantity, and operating condition data of the five test nodes are about 83.91%.

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Publication Details

Journal
International Journal of Intelligent Information and Database Systems
Published
2025-01-01
DOI
https://doi.org/10.1504/ijiids.2025.147410
Primary Topic
Power Systems and Technologies
Type
article
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article

Design and optimisation of electrical information collection and transmission system based on multimodal information analysis

Xiaofang Zhu, Jinyin Peng
International Journal of Intelligent Information and Database Systems
Power Systems and Technologies
article

Design and optimisation of electrical information collection and transmission system based on multimodal information analysis

Xiaofang Zhu, Jinyin Peng
article en

Abstract

In order to improve the comprehensiveness of power information collection and the flexibility of transmission systems, this article combines multimodal information analysis to conduct in-depth research on system design and optimisation from the perspective of software and hardware structure, and tests it from four aspects: data collection quality, data transmission efficiency, accuracy, and system security. The results show that in terms of data transmission accuracy, the average power data transmission accuracy test result of the system in this article reaches about 92.93%; the average test result of AC simulation transmission accuracy reaches about 93.11%; the average accuracy test result of working condition data transmission reaches about 91.68%. From the experimental results, it can be seen that under traditional finite network technology, the transmission accuracy test results of the electrical energy data, AC analogue quantity, and operating condition data of the five test nodes are about 83.91%.

International Journal of Intelligent Information and Database SystemsVol. 17(3/4)
Hainan University (CN), Hainan Agricultural School (CN)
Openalex Percentile: Top 84%
Power Systems and Technologies
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Design and optimisation of electrical information collection and transmission system based on multimodal information analysis — Xiaofang Zhu, Jinyin Peng · International Journal of Intelligent Information and Database Systems (2025) | TGRS Research Map | TGRS