Realizing multifractality of smart meter data for household characteristic prediction

Yi Cui,Ruifeng Yan,Rahul Sharma, Tapan Saha,Neil Horrocks

International Journal of Electrical Power & Energy Systems（2022）

引用 12|浏览8

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摘要

•MMV-MFDFA realizes multifractality of energy consumption data at multiple scales.•Novel SAMI for quasi high-resolution energy consumption data reconstruction.•MMD-based method for extracting graphical load profile features.•The results show higher accuracy and robustness with real-life energy data.

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关键词

Distribution networks,Multifractality,Smart meter,Residential energy consumption,Household characteristics

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