微型电脑应用2026，Vol.42Issue(7)：7-10,4.
智能电网中面向隐私保护的数据聚合模型研究
Research on Privacy-preserving Data Aggregation Model in Smart Grids
摘要
Abstract
In order to reduce the negative impact of flash loads on the accuracy of prediction models,a privacy-preserving data aggregation model based on homomorphic encryption and blockchain technology is proposed.The proposed model ensures the security of the data aggregation process,and has a relatively low computational cost.The proposed model is more effective in detecting the smart meter operations compared to the traditional methods.Compared with traditional methods,the proposed model has improved the performance of detecting the operation of smart meters by 80％,reduced the computational cost by 20％to 80％compared with existing technologies,and achieved significant improvements in performance and privacy protec-tion.关键词
智能电网/数据聚合/数据安全/同态加密/区块链/隐私保护Key words
smart grids/data aggregation/data security/homomorphic encryption/blockchain/privacy-preserving分类
信息技术与安全科学引用本文复制引用
彭舜杰,阳佑敏,罗轩,张志海,王光波..智能电网中面向隐私保护的数据聚合模型研究[J].微型电脑应用,2026,42(7):7-10,4.基金项目
基于变电站业务应用的可信物联终端系列转化研究项目(0479002022030301YW00026) （0479002022030301YW00026）
