Multi source Fusion Method of Power Firmware Operation Data under the Open-source Hongmeng AB Mechanism

The conventional multi-source fusion method of power firmware operation data is mainly to eliminate outliers, and there is a problem of joint elimination in the process of elimination, which affects the integrity of data fusion. Therefore, a multisource fusion method of power firmware operation data under the open-source Hongmeng AB mechanism is designed. Based on the open-source Hongmeng AB mechanism, an electronic firmware multi-source data fusion architecture is established. The data fusion architecture is composed of the kernel layer, system service layer, framework layer, and application layer. Each layer bears specific functions and tasks to ensure the integrity of data fusion. The data layer, feature layer, decision layer and other data are fused, and the multi-source fusion rules of power firmware operation data are synthesized to ensure the accuracy of data fusion. Through comparative experiments, it is verified that the data fusion effect of this method is better and can be applied to real life.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/epee63731.2024.10875354
Primary Topic
Power Systems and Renewable Energy
Type
article
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Multi source Fusion Method of Power Firmware Operation Data under the Open-source Hongmeng AB Mechanism

Jialin Luo, Wei Zhang, Zhengrong Wu, Hua Li
Power Systems and Renewable Energy
article

Multi source Fusion Method of Power Firmware Operation Data under the Open-source Hongmeng AB Mechanism

Jialin Luo, Wei Zhang, Zhengrong Wu, Hua Li
article en

Abstract

The conventional multi-source fusion method of power firmware operation data is mainly to eliminate outliers, and there is a problem of joint elimination in the process of elimination, which affects the integrity of data fusion. Therefore, a multisource fusion method of power firmware operation data under the open-source Hongmeng AB mechanism is designed. Based on the open-source Hongmeng AB mechanism, an electronic firmware multi-source data fusion architecture is established. The data fusion architecture is composed of the kernel layer, system service layer, framework layer, and application layer. Each layer bears specific functions and tasks to ensure the integrity of data fusion. The data layer, feature layer, decision layer and other data are fused, and the multi-source fusion rules of power firmware operation data are synthesized to ensure the accuracy of data fusion. Through comparative experiments, it is verified that the data fusion effect of this method is better and can be applied to real life.

China Southern Power Grid (China) (CN)
Openalex Percentile: Top 69%
Power Systems and Renewable Energy
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Multi source Fusion Method of Power Firmware Operation Data under the Open-source Hongmeng AB Mechanism — Jialin Luo, Wei Zhang, et al. · (2024) | TGRS Research Map | TGRS